Social networking service explained

A social networking service (SNS), or social networking site, is a type of online social media platform which people use to build social networks or social relationships with other people who share similar personal or career content, interests, activities, backgrounds or real-life connections.[1]

Social networking services vary in format and the number of features. They can incorporate a range of new information and communication tools, operating on desktops and on laptops, on mobile devices such as tablet computers and smartphones. This may feature digital photo/video/sharing and diary entries online (blogging).[2] Online community services are sometimes considered social-network services by developers and users, though in a broader sense, a social-network service usually provides an individual-centered service whereas online community services are groups centered. Generally defined as "websites that facilitate the building of a network of contacts in order to exchange various types of content online," social networking sites provide a space for interaction to continue beyond in-person interactions. These computer mediated interactions link members of various networks and may help to create, sustain and develop new social and professional relationships.[3]

Social networking sites allow users to share ideas, digital photos and videos, posts, and to inform others about online or real-world activities and events with people within their social network. While in-person social networking – such as gathering in a village market to talk about events – has existed since the earliest development of towns, the web enables people to connect with others who live in different locations across the globe (dependent on access to an Internet connection to do so). Depending on the platform, members may be able to contact any other member. In other cases, members can contact anyone they have a connection to, and subsequently anyone that contact has a connection to, and so on. Facebook having a massive 2.13 billion active monthly users and an average of 1.4 billion daily active users in 2017.[4] LinkedIn, a career-oriented social-networking service, generally requires that a member personally know another member in real life before they contact them online. Some services require members to have a preexisting connection to contact other members. With COVID-19, Zoom, a videoconferencing platform, has taken an integral place to connect people located around the world and facilitate many online environments such as school, university, work and government meetings.

The main types of social networking services contain category places (such as age or occupation or religion), means to connect with friends (usually with self-description pages), and a recommendation system linked to trust. One can categorize social-network services into four types:[5]

There have been attempts to standardize these services to avoid the need to duplicate entries of friends and interests (see the FOAF standard). A study reveals that India recorded world's largest growth in terms of social media users in 2013.[6] A 2013 survey found that 73% of U.S. adults use social-networking sites.[7]

Offline and online social networking services

Differences between offline and online social networking services[8]
Characteristic Offline social network Online social network
Degree centrality While the number of cognitively manageable ties is limited to about 150,[9] most people report having 14–56 ties at average[10] Huge number of ties technologically possible, but average number is limited, e.g., Facebook: 395[11] [12] [13] [14] [15]
Symmetry Usually symmetric (reciprocal behavior[16]) Symmetric (e.g., Instagram, LinkedIn, XING)[17] and asymmetric (e.g., Twitter)[18]
Affect Positive (92–97%) and negative (3–8%) tie relationships[19] can be managed using high sophisticated coordination mechanisms such as argumentation and negotiation[20] [21] [22] Except through blocking (e.g., Twitter) or hiding (e.g., Facebook) limited support to deal with negative tie relationships
Strength 2–8 strong ties and 12–48 weak/latent ties on average[23] [24] 9–37 strong ties and 68–131 weak/latent ties on average[25] [26]
Dynamic of change Low due to manual interaction[27] [28] High because of technological support

History

The potential for computer networking to facilitate newly improved forms of computer-mediated social interaction was suggested early on.[29] Efforts to support social networks via computer-mediated communication were made in many early online services, including Usenet,[30] ARPANET, LISTSERV, and bulletin board services (BBS). Many prototypical features of social networking sites were also present in online services such as The Source, Delphi, America Online, Prodigy, CompuServe, and The WELL.[31]

Early social networking on the World Wide Web began in the form of generalized online communities such as Theglobe.com (1995),[32] Geocities (1994) and Tripod.com (1995). Many of these early communities focused on bringing people together to interact with each other through chat rooms and encouraged users to share personal information and ideas via personal web pages by providing easy-to-use publishing tools and free or inexpensive web space. Some communities – such as Classmates.com – took a different approach by simply having people link to each other via email addresses. PlanetAll started in 1996.

In the late 1990s, user profiles became a central feature of social networking sites, allowing users to compile lists of "friends" and search for other users with similar interests. New social networking methods were developed by the end of the 1990s, and many sites began to develop more advanced features for users to find and manage friends.[33] Open Diary, a community for online diarists, invented both friends-only content and the reader comment, two features of social networks important to user interaction.[34]

This newer generation of social networking sites began to flourish with the emergence of SixDegrees in 1997,[2] Open Diary in 1998,[35] Mixi in 1999,[36] Makeoutclub in 2000,[37] [38] Cyworld in 2001,[39] [2] Hub Culture in 2002, and Friendster and Nexopia in 2003.[40] Cyworld also became one of the first companies to profit from the sale of virtual goods.[41] [42] MySpace and LinkedIn were launched in 2003, and Bebo was launched in 2005. Orkut became the first popular social networking service in Brazil (although most of its very first users were from the United States) and quickly grew in popularity in India (Madhavan, 2007).[2] There was a rapid increase in social networking sites' popularity; in 2005, MySpace had more pageviews than Google.[43] Many of these services were displaced by Facebook, which launched in 2004 and became the largest social networking site in the world in 2009.[44] [45]

Social media

The term social media was first used in 2004 and is often used to describe social networking services.[46] [47]

Social impact

Web-based social networking services make it possible to connect people who share interests and activities across political, economic, and geographic borders.[48] Through e-mail and instant messaging, online communities are created where a gift economy and reciprocal altruism are encouraged through cooperation. Information is suited to a gift economy, as information is a nonrival good and can be gifted at practically no cost.[49] [50] Scholars have noted that the term "social" cannot account for technological features of the social network platforms alone.[51] Hence, the level of network sociability should determine by the actual performances of its users. According to the communication theory of uses and gratifications, an increasing number of individuals are looking to the Internet and social media to fulfill cognitive, affective, personal integrative, social integrative, and tension free needs. With Internet technology as a supplement to fulfill needs, it is in turn affecting everyday life, including relationships, school, church, entertainment, and family.[52] Companies are using social media as a way to learn about potential employees' personalities and behavior. In numerous situations, a candidate who might otherwise have been hired has been rejected due to offensive or otherwise unseemly photos or comments posted to social networks or appearing on a newsfeed.

Facebook and other social networking tools are increasingly the aims of scholarly research. Scholars in many fields have begun to investigate the impact of social networking sites, investigating how such sites may play into issues of identity, politics, privacy,[53] social capital, youth culture, and education.[54] Research has also suggested that individuals add offline friends on Facebook to maintain contact and often this blurs the lines between work and home lives.[55] Users from around the world also utilise social networking sites as an alternative news source.[56] While social networking sites have arguably changed how we access the news,[57] users tend to have mixed opinions about the reliability of content accessed through these sites.[58]

According to a study in 2015, 63% of the users of Facebook or Twitter in the USA consider these networks to be their main source of news, with entertainment news being the most seen. In the times of breaking news, Twitter users are more likely to stay invested in the story. In some cases when the news story is more political, users may be more likely to voice their opinion on a linked Facebook story with a comment or like, while Twitter users will just follow the site's feed and retweet the article.[59] In online social networks, the veracity and reliability of news may be diminished due to the absence of traditional media gatekeepers.[60]

A 2015 study shows that 85% of people aged 18 to 34 use social networking sites for their purchase decision making. While over 65% of people aged 55 and over-rely on word of mouth.[61] Several websites are beginning to tap into the power of the social networking model for philanthropy. Such models provide a means for connecting otherwise fragmented industries and small organizations without the resources to reach a broader audience with interested users.[62] Social networks are providing a different way for individuals to communicate digitally. These communities of hypertexts allow for the sharing of information and ideas, an old concept placed in a digital environment. In 2011, HCL Technologies conducted research that showed that 50% of British employers had banned the use of social networking sites/services during office hours.[63] [64]

Research has provided us with mixed results as to whether or not a person's involvement in social networking can affect their feelings of loneliness. Studies have indicated that how a person chooses to use social networking can change their feelings of loneliness in either a negative or positive way. Some companies with mobile workers have encouraged their workers to use social networking to feel connected. Educators are using social networking to stay connected with their students whereas individuals use it to stay connected with their close relationships.[65]

Social networking sites can be used by consumers to create a social media firestorm which is "A digital artifact created by large numbers of user comments of multiple purposes (condemnation and support) and tones (aggressive and cordial) that appear rapidly and recede shortly after”.https://www.tandfonline.com/doi/full/10.1080/07421222.2022.2096546

Each social networking user is able to create a community that centers around a personal identity they choose to create online.[66] In his book Digital Identities: Creating and Communicating the Online Self, Rob Cover argues that social networking's foundation in Web 2.0, high-speed networking shifts online representation to one which is both visual and relational to other people, complexifying the identity process for younger people and creating new forms of anxiety.[67] In 2016, news reports stated that excessive usage of SNS sites may be associated with an increase in the rates of depression, to almost triple the rate for non-SNS users. Experts worldwide have said that 2030 people who use SNS more have higher levels of depression than those who use SNS less.[68] At least one study went as far as to conclude that the negative effects of Facebook usage are equal to or greater than the positive effects of face-to-face interactions.[69]

According to a recent article from Computers in Human Behavior, Facebook has also been shown to lead to issues of social comparison. Users are able to select which photos and status updates to post, allowing them to portray their lives in acclamatory manners.[70] These updates can lead to other users feeling like their lives are inferior by comparison.[71] Users may feel especially inclined to compare themselves to other users with whom they share similar characteristics or lifestyles, leading to a fairer comparison.[70] Motives for these comparisons can be associated with the goals of improving oneself by looking at profiles of people who one feels are superior, especially when their lifestyle is similar and possible.[70] One can also self-compare to make oneself feel superior to others by looking at the profiles of users who one believes to be worse off.[70] However, a study by the Harvard Business Review shows that these goals often lead to negative consequences, as use of Facebook has been linked with lower levels of well-being; mental health has been shown to decrease due to the use of Facebook.[71] Computers in Human Behavior emphasizes that these feelings of poor mental health have been suggested to cause people to take time off from their Facebook accounts; this action is called "Facebook Fatigue" and has been common in recent years.[70]

Usage of social networking has contributed to a new form of abusive communication, and academic research has highlighted a number of social-technological explanations for this behaviour. These including the anonymity afforded by interpersonal communications,[72] factors that include boredom or attention seeking,[73] or the result of more polarised online debate.[74] The impact in this abuse has found impacts through the prevalence of online cyberbullying, and online trolling. There has also been a marked increase in political violence and abuse through social media platforms. For instance, one study by Ward and McLoughlin found that 2.57% of all messages sent to UK MPs on Twitter were found to contain abusive messages.[74]

Features

Typical features

According to boyd and Ellison's 2007 article, "Why Youth (Heart) Social Network Sites: The Role of Networked Publics in Teenage Social Life", social networking sites share a variety of technical features that allow individuals to: construct a public/semi-public profile, articulate a list of other users that they share a connection with, and view their list of connections within the system. The most basic of these are visible profiles with a list of "friends" who are also users of the site.[54] In an article entitled "Social Network Sites: Definition, History, and Scholarship," boyd and Ellison adopt Sunden's (2003) description of profiles as unique pages where one can "type oneself into being".[2] A profile is generated from answers to questions, such as age, location, interests, etc. Some sites allow users to upload pictures, add multimedia content or modify the look and feel of the profile. Others, e.g., Facebook, allow users to enhance their profile by adding modules or "Applications".[2] Many sites allow users to post blog entries, search for others with similar interests and compile and share lists of contacts. User profiles often have a section dedicated to comments from friends and other users. To protect user privacy, social networks typically have controls that allow users to choose who can view their profile, contact them, add them to their list of contacts, and so on.

Additional features

There is a trend towards more interoperability between social networks led by technologies such as OpenID and OpenSocial. In most mobile communities, mobile phone users can now create their own profiles, make friends, participate in chat rooms, create chat rooms, hold private conversations, share photos and videos, and share blogs by using their mobile phone. Some companies provide wireless services that allow their customers to build their own mobile community and brand it; one of the most popular wireless services for social networking in North America and Nepal is Facebook Mobile.Recently, Twitter has also introduced fact check labels to combat misinformation which was primarily spread due to the coronavirus but also has had an impact on debunking false claims by Donald Trump in the 2020 election.

Social media platforms may allow users to change their user name (or "handle", distinct from the "display name"), which could change the URL to their profile. Users are advised to do so with caution, since it could break back links from others' posts and comments depending on implementation, and external back links.[75]

Emerging trends

While the popularity of social networking consistently rises,[76] new uses for the technology are frequently being observed. Today's technologically savvy population requires convenient solutions to their daily needs.[77] At the forefront of emerging trends in social networking sites is the concept of "real-time web" and "location-based". Real-time allows users to contribute contents, which is then broadcast as it is being uploaded—the concept is analogous to live radio and television broadcasts. Twitter set the trend for "real-time" services, wherein users can broadcast to the world what they are doing, or what is on their minds within a 140-character limit. Facebook followed suit with their "Live Feed" where users' activities are streamed as soon as it happens. While Twitter focuses on words, Clixtr, another real-time service, focuses on group photo sharing wherein users can update their photo streams with photos while at an event. Facebook, however, remains the largest photo sharing site with over 250 billion photos as of September 2013.[78] In April 2012, the image-based social media network Pinterest had become the third largest social network in the United States.[79]

Companies have begun to merge business technologies and solutions, such as cloud computing, with social networking concepts. Instead of connecting individuals based on social interest, companies are developing interactive communities that connect individuals based on shared business needs or experiences. Many provide specialized networking tools and applications that can be accessed via their websites, such as LinkedIn. Others companies, such as Monster.com, have been steadily developing a more "socialized" feel to their career center sites to harness some of the power of social networking sites. These more business related sites have their own nomenclature for the most part but the most common naming conventions are "Vocational Networking Sites" or "Vocational Media Networks", with the former more closely tied to individual networking relationships based on social networking principles.

Foursquare gained popularity as it allowed for users to check into places that they are frequenting at that moment. Gowalla is another such service that functions in much the same way that Foursquare does, leveraging the GPS in phones to create a location-based user experience. Clixtr, though in the real-time space, is also a location-based social networking site, since events created by users are automatically geotagged, and users can view events occurring nearby through the Clixtr iPhone app. Recently, Yelp announced its entrance into the location-based social networking space through check-ins with their mobile app; whether or not this becomes detrimental to Foursquare or Gowalla is yet to be seen, as it is still considered a new space in the Internet technology industry.[80]

One popular use for this new technology is social networking between businesses. Companies have found that social networking sites such as Facebook and Twitter are great ways to build their brand image. According to Jody Nimetz, author of Marketing Jive,[81] there are five major uses for businesses and social media: to create brand awareness, as an online reputation management tool, for recruiting, to learn about new technologies and competitors, and as a lead generation tool to intercept potential prospects.[81] These companies are able to drive traffic to their own online sites while encouraging their consumers and clients to have discussions on how to improve or change products or services. As of September 2013, 71% of online adults use Facebook, 17% use Instagram, 21% use Pinterest, and 22% use LinkedIn.[82]

Niche networks

In 2012, it was reported that in the past few years, the niche social network has steadily grown in popularity, thanks to better levels of user interaction and engagement. In 2012, a survey by Reuters and research firm Ipsos[83] found that one in three users were getting bored with Facebook and in 2014 the GlobalWebIndex found that this figured had risen to almost 50%. The niche social network offers a specialized space that's designed to appeal to a very specific market with a clearly defined set of needs. Where once the streams of social minutia on networks such as Facebook and Twitter were the ultimate in online voyeurism, now users are looking for connections, community and shared experiences. Social networks that tap directly into specific activities, hobbies, tastes, and lifestyles are seeing a consistent rise in popularity.

Science

One other use that is being discussed is the use of social networks in the science communities. Julia Porter Liebeskind et al. have published a study on how new biotechnology firms are using social networking sites to share exchanges in scientific knowledge.[84] They state in their study that by sharing information and knowledge with one another, they are able to "increase both their learning and their flexibility in ways that would not have been possible within a self-contained hierarchical organization". Social networking is allowing scientific groups to expand their knowledge base and share ideas, and without these new means of communicating their theories might become "isolated and irrelevant". Researchers use social networks frequently to maintain and develop professional relationships.[85] They are interested in consolidating social ties and professional contact, keeping in touch with friends and colleagues and seeing what their own contacts are doing. This can be related to their need to keep updated on the activities and events of their friends and colleagues in order to establish collaborations on common fields of interest and knowledge sharing.[86]

Social networks are also used to communicate scientists research results[87] and as a public communication tool and to connect people who share the same professional interests, their benefits can vary according to the discipline.[88] The most interesting aspects of social networks for professional purposes are their potentialities in terms of dissemination of information and the ability to reach and multiple professional contacts exponentially. Social networks like Academia.edu, LinkedIn, Facebook, and ResearchGate give the possibility to join professional groups and pages, to share papers and results, publicize events, to discuss issues and create debates.[86] Academia.edu is extensively used by researchers, where they follow a combination of social networking and scholarly norms.[89] ResearchGate is also widely used by researchers, especially to disseminate and discuss their publications,[90] where it seems to attract an audience that it wider than just other scientists.[91] The usage of ResearchGate and Academia in different academic communities has increasingly been studied in recent years.[92]

Education

The advent of social networking platforms may also be impacting the ways in which learners engage with technology in general. For a number of years, Prensky's (2001) dichotomy between Digital Natives and Digital Immigrants has been considered a relatively accurate representation of the ease with which people of a certain age range—in particular those born before and after 1980—use technology. Prensky's theory has been largely disproved, however, and not least on account of the burgeoning popularity of social networking sites and other metaphors such as White and Le Cornu's "Visitors" and "Residents" (2011) are greater currency. The use of online social networks by school libraries is also increasingly prevalent and they are being used to communicate with potential library users, as well as extending the services provided by individual school libraries. Social networks and their educational uses are of interest to many researchers. According to Livingstone and Brake (2010), "Social networking sites, like much else on the Internet, represent a moving target for researchers and policymakers."[93] Pew Research Center project, called Pew Internet, did a USA-wide survey in 2009 and in 2010 February published that 47% of American adults use a social networking website.[94] Same survey found that 73% of online teenagers use SNS, which is an increase from 65% in 2008, 55% in 2006. Recent studies have shown that social network services provide opportunities within professional education, curriculum education, and learning. However, there are constraints in this area. Researches, especially in Africa, have disclosed that the use of social networks among students has been known to affect their academic life negatively. This is buttressed by the fact that their use constitutes distractions, as well as that the students tend to invest a good deal of time in the use of such technologies.

Albayrak and Yildirim (2015) examined the educational use of social networking sites. They investigated students' involvement in Facebook as a Course Management System (CMS) and the findings of their study support that Facebook as a CMS has the potential to increase student involvement in discussions and out-of-class communication among instructors and students.[95]

Professional use

Professional use of social networking services refers to the employment of a network site to connect with other professionals within a given field of interest. These type of social networking services are referred to as "Career-oriented social networking markets (CSNM)".LinkedIn is one example and is a social networking website geared towards companies and industry professionals looking to make new business contacts or keep in touch with previous co-workers, affiliates, and clients. LinkedIn provides not only a professional social use but also encourages people to inject their personality into their profile – making it more personal than a resume.[96] Similar websites to LinkedIn (also geared towards companies and industry professionals looking for work opportunities) to connect include AngelList, XING, Goodwall, The Dots,[97] Jobcase, Bark.com, ...[98] Various freelance marketplace websites (which focus on freelance work) also exist. There are also a number of other employment websites focused on international volunteering, notably VolunteerMatch, Idealist.org and All for Good.[99] National WWOOF networks finally allow for searching for homestays on organic farms.[100]

Now other social network sites are also being used in this manner. Twitter has become [a] mainstay for professional development as well as promotion[101] and online SNSs support both the maintenance of existing social ties and the formation of new connections. Much of the early research on online communities assume that individuals using these systems would be connecting with others outside their preexisting social group or location, liberating them to form communities around shared interests, as opposed to shared geography.[102] Other researchers have suggested that the professional use of network sites produce "social capital". For individuals, social capital allows a person to draw on resources from other members of the networks to which he or she belongs.[103] These resources can take the form of useful information, personal relationships, or the capacity to organize groups. As well, networks within these services also can be established or built by joining special interest groups that others have made, or creating one and asking others to join.[104]

Curriculum use

According to Doering, Beach, and O'Brien, a future English curriculum needs to recognize a significant shift in how adolescents are communicating with each other.[105] Curriculum uses of social networking services can also include sharing curriculum-related resources. Educators tap into user-generated content to find and discuss curriculum-related content for students. Responding to the popularity of social networking services among many students, teachers are increasingly using social networks to supplement teaching and learning in traditional classroom environments. This way they can provide new opportunities for enriching existing curriculum through creative, authentic and flexible, non-linear learning experiences.[106] Some social networks, such as English, baby! and LiveMocha, are explicitly education-focused and couple instructional content with an educational peer environment.[107] The new Web 2.0 technologies built into most social networking services promote conferencing, interaction, creation, research on a global scale, enabling educators to share, remix, and repurpose curriculum resources. In short, social networking services can become research networks as well as learning networks.[108]

Learning use

Educators and advocates of new digital literacies are confident that social networking encourages the development of transferable, technical, and social skills of value in formal and informal learning. In a formal learning environment, goals or objectives are determined by an outside department or agency. Tweeting, instant messaging, or blogging enhances student involvement. Students who would not normally participate in class are more apt to partake through social network services. Networking allows participants the opportunity for just-in-time learning and higher levels of engagement.[109] The use of SNSs allow educators to enhance the prescribed curriculum. When learning experiences are infused into a website student utilize every day for fun, students realize that learning can and should be a part of everyday life.[110] It does not have to be separate and unattached.[111]

Informal learning consists of the learner setting the goals and objectives. It has been claimed that media no longer just influence human culture; they are human culture.[112] With such a high number of users between the ages of 13 and 18, a number of skills are developed. Participants hone technical skills in choosing to navigate through social networking services. This includes elementary items such as sending an instant message or updating a status. The development of new media skills are paramount in helping youth navigate the digital world with confidence.

Social networking services foster learning through what Jenkins (2006) describes as a "participatory culture".[113] A participatory culture consists of a space that allows engagement, sharing, mentoring, and an opportunity for social interaction. Participants of social network services avail of this opportunity. Informal learning, in the forms of participatory and social learning online, is an excellent tool for teachers to sneak in material and ideas that students will identify with and therefore, in a secondary manner, students will learn skills that would normally be taught in a formal setting in the more interesting and engaging environment of social learning.[114] Sites like Twitter provide students with the opportunity to converse and collaborate with others in real time.

Social networking services provide a virtual "space" for learners. James Gee (2004) suggests that affinity spaces instantiate participation, collaboration, distribution, dispersion of expertise, and relatedness.[115] Registered users share and search for knowledge which contributes to informal learning.

Constraints

In the past, social networking services were viewed as a distraction and offered no educational benefit. Blocking these social networks was a form of protection for students against wasting time, bullying, and invasions of privacy. In an educational setting, Facebook, for example, is seen by many instructors and educators as a frivolous, time-wasting distraction from schoolwork, and it is not uncommon to be banned in junior high or high school computer labs. Cyberbullying has become an issue of concern with social networking services. According to the UK Children Go Online survey of 9- to 19-year-olds, it was found that a third have received bullying comments online.[116] To avoid this problem, many school districts/boards have blocked access to social networking services such as Facebook, MySpace, and Twitter within the school environment. Social networking services often include a lot of personal information posted publicly, and many believe that sharing personal information is a window into privacy theft. Schools have taken action to protect students from this. It is believed that this outpouring of identifiable information and the easy communication vehicle that social networking services open the door to sexual predators, cyberbullying, and cyberstalking.[117] In contrast, however, 70% of social media using teens and 85% of adults believe that people are mostly kind to one another on social network sites.

Recent research suggests that there has been a shift in blocking the use of social networking services. In many cases, the opposite is occurring as the potential of online networking services is being realized. It has been suggested that if schools block them [social networking services], they are preventing students from learning the skills they need.[118] Banning social networking [...] is not only inappropriate but also borderline irresponsible when it comes to providing the best educational experiences for students.[119] Schools and school districts have the option of educating safe media usage as well as incorporating digital media into the classroom experience, thus preparing students for the literacy they will encounter in the future.

Positive correlates

A cyberpsychology research study conducted by Australian researchers demonstrated that a number of positive psychological outcomes are related to Facebook use.[120] [121] These researchers established that people can derive a sense of social connectedness and belongingness in the online environment. Importantly, this online social connectedness was associated with lower levels of depression and anxiety, and greater levels of subjective well-being. These findings suggest that the nature of online social networking determines the outcomes of online social network use.

Grassroots organizing

Social networks are being used by activists as a means of low-cost grassroots organizing. Extensive use of an array of social networking sites enabled organizers of 2009 National Equality March to mobilize an estimated 200,000 participants to march on Washington with a cost savings of up to 85% per participant over previous methods.[122] The August 2011 England riots were similarly considered to have escalated and been fuelled by this type of grassroots organization.

Employment

A rise in social network use is being driven by college students using the services to network with professionals for internship and job opportunities. Many studies have been done on the effectiveness of networking online in a college setting, and one notable one is by Phipps Arabie and Yoram Wind published in Advances in Social Network Analysis.[123] Many schools have implemented online alumni directories which serve as makeshift social networks that current and former students can turn to for career advice. However, these alumni directories tend to suffer from an oversupply of advice-seekers and an undersupply of advice providers. One new social networking service, Ask-a-peer, aims to solve this problem by enabling advice seekers to offer modest compensation to advisers for their time. LinkedIn is also another great resource. It helps alumni, students and unemployed individuals look for work. They are also able to connect with others professionally and network with companies.

In addition, employers have been found to use social network sites to screen job candidates.[124]

Hosting service

A social network hosting service is a web hosting service that specifically hosts the user creation of web-based social networking services, alongside related applications.

Trade network

A social trade network is a service that allows participants interested in specific trade sectors to share related contents and personal opinions.

Business model

Few social networks charge money for membership. In part, this may be because social networking is a relatively new service, and the value of using them has not been firmly established in customers' minds. Companies such as Myspace and Facebook sell online advertising on their site. Their business model is based upon large membership count, and charging for membership would be counterproductive.[125] Some believe that the deeper information that the sites have on each user will allow much better targeted advertising than any other site can currently provide.[126] In recent times, Apple has been critical of the Google and Facebook model, in which users are defined as product and a commodity, and their data being sold for marketing revenue.[127] Social networks operate under an autonomous business model, in which a social network's members serve dual roles as both the suppliers and the consumers of content. This is in contrast to a traditional business model, where the suppliers and consumers are distinct agents. Revenue is typically gained in the autonomous business model via advertisements, but subscription-based revenue is possible when membership and content levels are sufficiently high.[128]

Social interaction

People use social networking sites for meeting new friends, finding old friends, or locating people who have the same problems or interests they have, called niche networking. More and more relationships and friendships are being formed online and then carried to an offline setting. Psychologist and University of Hamburg professor Erich H. Witte says that relationships which start online are much more likely to succeed. In this regard, there are studies which predict tie strength among the friends[129] on social networking websites. One online dating site claims that 2% of all marriages begin at its site, the equivalent of 236 marriages a day. Other sites claim one in five relationships begin online.

Users do not necessarily share with others the content which is of most interest to them, but rather that which projects a good impression of themselves. While everyone agrees that social networking has had a significant impact on social interaction, there remains a substantial disagreement as to whether the nature of this impact is completely positive. A number of scholars have done research on the negative effects of Internet communication as well. These researchers have contended that this form of communication is an impoverished version of conventional face-to-face social interactions, and therefore produce negative outcomes such as loneliness and depression for users who rely on social networking entirely. By engaging solely in online communication, interactions between communities, families, and other social groups are weakened.[130]

Issues

Social networking services have led to many issues regarding privacy, bullying, social anxiety and potential for misuse.

Investigations

See main article: Use of social network websites in investigations.

Social networking services are increasingly being used in legal and criminal investigations. The information posted on sites such as MySpace and Facebook has been used by police (forensic profiling), probation, and university officials to prosecute users of said sites. In some situations, content posted on MySpace has been used in court.[131]

Facebook is increasingly being used by school administrations and law enforcement agencies as a source of evidence against student users. This site being the number one online destination for college students, allows users to create profile pages with personal details. These pages can be viewed by other registered users from the same school, which often include resident assistants and campus police who have signed up for the service.[132] One UK police force has sifted pictures from Facebook and arrested some people who had been photographed in a public place holding a weapon such as a knife (having a weapon in a public place is illegal).[133]

Application domains

Government applications

Social networking is more recently being used by various government agencies. Social networking tools serve as a quick and easy way for the government to get the suggestion of the public and to keep the public updated on their activity, however, this comes with a significant risk of abuse, for example, to cultivate a culture of fear such as that outlined in Nineteen Eighty-Four or THX-1138.

The Centers for Disease Control demonstrated the importance of vaccinations on the popular children's site Whyville and the National Oceanic and Atmospheric Administration has a virtual island on Second Life where people can explore caves or explore the effects of global warming.[134] Likewise, NASA has taken advantage of a few social networking tools, including Twitter and Flickr. The NSA is taking advantage of them all.[135] NASA is using such tools to aid the Review of U.S. Human Space Flight Plans Committee, whose goal it is to ensure that the nation is on a vigorous and sustainable path to achieving its boldest aspirations in space.[136]

Business applications

The use of social networking services in an enterprise context presents the potential of having a major impact on the world of business and work.[137] Social networks connect people at low cost; this can be beneficial for entrepreneurs and small businesses looking to expand their contact bases. These networks often act as a customer relationship management tool for companies selling products and services. Companies can also use social networks for advertising in the form of banners and text ads. Since businesses operate globally, social networks can make it easier to keep in touch with contacts around the world. Applications for social networking sites have extended toward businesses and brands are creating their own, high functioning sites, a sector known as brand networking. It is the idea that a brand can build its consumer relationship by connecting their consumers to the brand image on a platform that provides them relative content, elements of participation, and a ranking or score system. Brand networking is a new way to capitalize on social trends as a marketing tool. The power of social networks is beginning to permeate into internal culture of businesses where they are finding uses for collaboration, file sharing and knowledge transfer. The term "enterprise social software" is becoming increasingly popular for these types of applications.

Dating applications

Many social networks provide an online environment for people to communicate and exchange personal information for dating purposes. Intentions can vary from looking for a one time date, short-term relationships, and long-term relationships.[138] Most of these social networks, just like online dating services, require users to give out certain pieces of information. This usually includes a user's age, gender, location, interests, and perhaps a picture. Releasing very personal information is usually discouraged for safety reasons.[139] This allows other users to search or be searched by some sort of criteria, but at the same time, people can maintain a degree of anonymity similar to most online dating services. Online dating sites are similar to social networks in the sense that users create profiles to meet and communicate with others, but their activities on such sites are for the sole purpose of finding a person of interest to date. Social networks do not necessarily have to be for dating; many users simply use it for keeping in touch with friends, and colleagues.[140]

However, an important difference between social networks and online dating services is the fact that online dating sites usually require a fee, where social networks are free.[141] This difference is one of the reasons the online dating industry is seeing a massive decrease in revenue due to many users opting to use social networking services instead. Many popular online dating services such as Match.com, Yahoo Personals, and eHarmony.com are seeing a decrease in users, where social networks like MySpace and Facebook are experiencing an increase in users. The number of Internet users in the United States that visit online dating sites has fallen from a peak of 21% in 2003 to 10% in 2006.[142] Whether it is the cost of the services, the variety of users with different intentions, or any other reason, it is undeniable that social networking sites are quickly becoming the new way to find dates online.

Educational applications

The National School Boards Association reports that almost 60% of students who use social networking talk about education topics online, and more than 50% talk specifically about schoolwork. Yet the vast majority of school districts have stringent rules against nearly all forms of social networking during the school day—even though students and parents report few problem behaviors online. Social networks focused on supporting relationships between teachers and their students are now used for learning, educators professional development, and content sharing. HASTAC is a collaborative social network space for new modes of learning and research in higher education, K-12, and lifelong learning; Ning supports teachers; TermWiki, TeachStreet and other sites are being built to foster relationships that include educational blogs, portfolios, formal and ad hoc communities, as well as communication such as chats, discussion threads, and synchronous forums. These sites also have content sharing and rating features. Social networks are also emerging as online yearbooks, both public and private. One such service is MyYearbook, which allows anyone from the general public to register and connect. A new trend emerging is private label yearbooks accessible only by students, parents, and teachers of a particular school, similar to Facebook's beginning within Harvard.

Finance applications

The use of virtual currency systems inside social networks create new opportunities for global finance. Hub Culture operates a virtual currency Ven used for global transactions among members, product sales[143] and financial trades in commodities and carbon credits.[144] [145] In May 2010, carbon pricing contracts were introduced to the weighted basket of currencies and commodities that determine the floating exchange value of Ven. The introduction of carbon to the calculation price of the currency made Ven the first and only currency that is linked to the environment.[146]

Medical and health applications

Social networks are beginning to be adopted by healthcare professionals as a means to manage institutional knowledge, disseminate peer to peer knowledge and to highlight individual physicians and institutions. The advantage of using a dedicated medical social networking site is that all the members are screened against the state licensing board list of practitioners.[147] A new trend is emerging with social networks created to help its members with various physical and mental ailments.[148] For people suffering from life-altering diseases or chronic health conditions, companies such as HealthUnlocked and PatientsLikeMe offers their members the chance to connect with others dealing with similar issues and share experiences. For alcoholics and addicts, SoberCircle gives people in recovery the ability to communicate with one another and strengthen their recovery through the encouragement of others who can relate to their situation. DailyStrength is also a website that offers support groups for a wide array of topics and conditions, including the support topics offered by PatientsLikeMe and SoberCircle. Some social networks aim to encourage healthy lifestyles in their users. SparkPeople and HealthUnlocked offer community and social networking tools for peer support during weight loss. Fitocracy and QUENTIQ are focused on exercise, enabling users to share their own workouts and comment on those of other users. Other aspects of social network usage include the analysis of data coming from existing social networks (such as Twitter) to discover large crowd concentration events (based on tweets location statistical analysis) and disseminate the information to e.g. mobility-challenged individuals for e.g. avoiding the specific areas and optimizing their journey in an urban environment.[149]

Social and political applications

Social networking sites have recently showed a value in social and political movements.[150] In the Egyptian revolution, Facebook and Twitter both played an allegedly pivotal role in keeping people connected to the revolt. Egyptian activists have credited social networking sites with providing a platform for planning protest and sharing news from Tahrir Square in real time. By presenting a platform for thousands of people to instantaneously share videos of mainly events featuring brutality, social networking can be a vital tool in revolutions.[151] On the flip side, social networks enable government authorities to easily identify, and repress, protestors and dissidents.[152] Another political application of social media is promoting the involvement of younger generations in politics and ongoing political issues.[153]

Perhaps the most significant political application of social media is Barack Obama's election campaign in 2008. It was the first of its kind, as it successfully incorporated social media into its campaign winning strategy, evolving the way of political campaigns forevermore in the ever-changing technological world we find ourselves in today. His campaign won by engaging everyday people and empowering volunteers, donors, and advocates, through social networks, text messaging, email messaging and online videos.[154] Obama's social media campaign was vast, with his campaign boasting 5 million 'friends' on over 15 social networking sites, with over 3 million friends just on Facebook.[155] Another significant success of the campaign was online videos, with nearly 2,000 YouTube videos being put online, receiving over 80 million views.[155]

In 2007, when Obama first announced his candidacy, there was no such thing as an iPhone or Twitter. However, a year later, Obama was sending out voting reminders to thousands of people through Twitter, showing just how fast social media moves. Obama's campaign was current and needed to be successful in incorporating social media, as social media acts best and is most effective in real time.[156]

Building up to the 2012 presidential election, it was interesting to see how strong the influence of social media would be following the 2008 campaigns, where Obama's winning campaign had been social media-heavy, whereas McCain's campaign did not really grasp social media. John F. Kennedy was the first president who really understood television, and similarly, Obama is the first president to fully understand the power of social media.[157] Obama has recognized social media is about creating relationships and connections and therefore used social media to the advantage of presidential election campaigns, in which Obama has dominated his opponents in terms of social media space.

Other political campaigns have followed on from Obama's successful social media campaigns, recognizing the power of social media and incorporating it as a key factor embedded within their political campaigns, for example, Donald Trump's presidential electoral campaign, 2016. Dan Pfeiffer, Obama's former digital and social media guru, commented that Donald Trump is "way better at the internet than anyone else in the GOP which is partly why he is winning".[158]

Research has shown that 66% of social media users actively engage in political activity online, and like many other behaviors, online activities translate into offline ones.[157] With research from the 'MacArthur Research Network on Youth and Participatory Politics' stating that young people who are politically active online are double as likely to vote than those who are not politically active online.[157] Therefore, political applications of social networking sites are crucial, particularly to engage with the youth, who perhaps are the least educated in politics and the most in social networking sites. Social media is, therefore, a very effective way in which politicians can connect with a younger audience through their political campaigns.[159]

On June 28, 2020, The New York Times released an article sharing the finding of two researchers who studied the impact of TikTok, a video-sharing and social networking application, on political expression. The application, besides being a creative space to express oneself, has been used maliciously to spread disinformation ahead of US President Donald Trump's Tulsa rally in Oklahoma and amplified footage of police brutality at Black Lives Matter protests.[160]

Crowdsourcing applications

See main article: Crowdsourcing. Crowdsourcing social media platform, such as Design Contest, Arcbazar, Tongal, combined group of professional freelancers, such as designers, and help them communicate with business owners interested in their suggestion. This process is often used to subdivide tedious work or to fund-raise startup companies and charities, and can also occur offline.[161]

Open source software

See main article: Comparison of software and protocols for distributed social networking. There are a number of projects that aim to develop free and open source software to use for social networking services. These technologies are often referred to as social engine or social networking engine software.

Largest social networking services

The following is a list of the largest social networking services, in order by number of active users, as of January 2024, as published by Statista:[162]

Service Active users (in millions)
Facebook3,049
YouTube2,491
WhatsApp2,000
Instagram2,000
TikTok1,562
WeChat1,336
Facebook Messenger979
Telegram800
Douyin752
Snapchat750
Kuaishou685
X (Twitter)619
Sina Weibo605
QQ558
Pinterest482

*Platforms have not published updated user figures in the past 12 months, figures may be out of date and less reliable
**Figure uses daily active users, so monthly active user number is likely higher

See also

Further reading

External links

Notes and References

  1. Obar . Jonathan A. . Wildman . Steve . Social media definition and the governance challenge: An introduction to the special issue . Telecommunications Policy . October 2015 . 39 . 9 . 745–750 . 10.1016/j.telpol.2015.07.014 . 2647377 . 0308-5961.
  2. boyd. danah M.. Ellison. Nicole B.. October 2007. Social Network Sites: Definition, History, and Scholarship. Journal of Computer-Mediated Communication. 13. 1. 210–230. 10.1111/j.1083-6101.2007.00393.x. 52810295. free.
  3. Mlaïki . Alya . Walsh . Isabelle . Kalika . Michel . Why Do We Continue Using Social Networking Sites? The Giving Loop that feeds Computer-Mediated Social Ties . Systèmes d'Information et Management . 17 February 2017 . 22 . 2 . 5–47 . 10.3917/sim.172.0005 .
  4. Web site: Company Info . Facebook Newsroom . April 12, 2018 . https://web.archive.org/web/20151115110456/https://newsroom.fb.com/company-info/ . November 15, 2015 . live .
  5. Book: 10.1016/S0065-2458(09)01002-X . Chapter 2 Social Network Sites . Social Networking and the Web . 76 . 19–73 . Advances in Computers . 2009 . Thelwall . Mike . 9780123748119 .
  6. News: India records highest social networking growth Rate: Study . July 26, 2014 . IANS . news.biharprabha.com . July 26, 2014 . https://web.archive.org/web/20140803062224/http://news.biharprabha.com/2014/07/india-records-highest-social-networking-growth-study/ . August 3, 2014 . live .
  7. Web site: Lunden . Ingrid . 73% Of U.S. Adults Use Social Networks, Pinterest Passes Twitter In Popularity, Facebook Stays On Top . TechCrunch . December 30, 2013 . October 17, 2015 . https://web.archive.org/web/20151027001227/http://techcrunch.com/2013/12/30/pew-social-networking/ . October 27, 2015 . live .
  8. Buettner . Ricardo . Getting a job via career-oriented social networking markets: The weakness of too many ties . 2017 . Electronic Markets . 27 . 4 . 371–385 . 10.1007/s12525-017-0248-3 . 21257828 . free .
  9. Dunbar . R. . PSYCHOLOGY: Evolution of the Social Brain . Science . 14 November 2003 . 302 . 5648 . 1160–1161 . 10.1126/science.1092116 . 14615522 . 144329128 .
  10. Book: Christakis . Nicholas A . Fowler . James H . Connected: the surprising power of our social networks and how they shape our lives . 2009 . Little, Brown and Co. . 978-0-316-03614-6 . 318879253 . registration . December 17, 2019 . https://web.archive.org/web/20200305085707/https://archive.org/details/connectedsurpris00chri . March 5, 2020 . live.
  11. Tong . Stephanie Tom . Van Der Heide . Brandon . Langwell . Lindsey . Walther . Joseph B. . Too Much of a Good Thing? The Relationship Between Number of Friends and Interpersonal Impressions on Facebook . Journal of Computer-Mediated Communication . April 2008 . 13 . 3 . 531–549 . 10.1111/j.1083-6101.2008.00409.x . free .
  12. Utz . Sonja . Is LinkedIn making you more successful? The informational benefits derived from public social media . New Media & Society . 10 July 2016 . 18 . 11 . 2685–2702 . 10.1177/1461444815604143 . 34629543 . free .
  13. Buettner . Ricardo . Innovative Personality-based Digital Services . PACIS 2016 Proceedings . 27 June 2016 . November 17, 2019 . https://web.archive.org/web/20191117151837/https://aisel.aisnet.org/pacis2016/278/ . November 17, 2019 . live .
  14. Gonçalves . Bruno . Perra . Nicola . Vespignani . Alessandro . Perc . Matjaz . Modeling Users' Activity on Twitter Networks: Validation of Dunbar's Number . PLOS ONE . 3 August 2011 . 6 . 8 . e22656 . 10.1371/journal.pone.0022656 . 21826200 . 3149601 . 2011PLoSO...622656G . free .
  15. Hofer . Matthias . Aubert . Viviane . Perceived bridging and bonding social capital on Twitter: Differentiating between followers and followees . Computers in Human Behavior . November 2013 . 29 . 6 . 2134–2142 . 10.1016/j.chb.2013.04.038 .
  16. Book: 10.1007/978-3-642-12808-0_1 . Cooperation in Hunting and Food-Sharing: A Two-Player Bio-inspired Trust Model . Bioinspired Models of Network, Information, and Computing Systems . 39 . 1–10 . Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering . 2010 . Buettner . Ricardo . 978-3-642-12807-3 . 18859753 .
  17. Buettner . Ricardo . Personality as a predictor of Business Social Media Usage: an Empirical Investigation of Xing Usage Patterns . PACIS 2016 Proceedings . 27 June 2016 . November 17, 2019 . https://web.archive.org/web/20191117151837/https://aisel.aisnet.org/pacis2016/163/ . November 17, 2019 . live .
  18. Book: 10.1109/HICSS.2016.277 . A Systematic Literature Review of Twitter Research from a Socio-Political Revolution Perspective . 2016 49th Hawaii International Conference on System Sciences (HICSS) . 2206–2215 . 2016 . Buettner . Ricardo . Buettner . Katharina . 978-0-7695-5670-3 . 206708385 .
  19. Gerald C. . Kane . Maryam . Alavi . Giuseppe . Labianca . Stephen P. . Borgatti . 2014 . What's Different about Social Media Networks? A Framework and Research Agenda . MIS Quarterly . 38 . 1 . 274–304 . 10.25300/MISQ/2014/38.1.13 . 42658179 .
  20. Ricardo . Büttner . 2006 . The State of the Art in Automated Negotiation Models of the Behavior and. Information Perspective . ITSSA . 1 . 4 . 351–356 . November 17, 2019 . https://web.archive.org/web/20131116185601/http://www.prof-buettner.com/downloads/buettner2006a.pdf . November 16, 2013 . live .
  21. Book: 10.1007/978-3-642-32273-0_13 . Argumentation–Based Negotiation? Negotiation–Based Argumentation! . E-Commerce and Web Technologies . 123 . 149–162 . Lecture Notes in Business Information Processing . 2012 . Landes . Jürgen . Buettner . Ricardo . 978-3-642-32272-3 .
  22. Buettner . Ricardo . A User's Cognitive Workload Perspective in Negotiation Support Systems: An Eye-tracking Experiment . PACIS 2016 Proceedings . 27 June 2016 . November 17, 2019 . https://web.archive.org/web/20191117151842/https://aisel.aisnet.org/pacis2016/115/ . November 17, 2019 . live .
  23. Granovetter . Mark . The Strength of Weak Ties: A Network Theory Revisited . Sociological Theory . 1983 . 1 . 201–233 . 10.2307/202051 . 202051 . 11450758 .
  24. Book: Christakis . Nicholas A. . Fowler . James H. . Connected: The Surprising Power of Our Social Networks and How They Shape Our Lives . 2009 . Little, Brown . 978-0-316-03614-6 .
  25. Levin . Daniel Z. . Cross . Rob . The Strength of Weak Ties You Can Trust: The Mediating Role of Trust in Effective Knowledge Transfer . Management Science . November 2004 . 50 . 11 . 1477–1490 . 10.1287/mnsc.1030.0136 .
  26. 10.1145/2629438 . On Facebook, most ties are weak . Communications of the ACM . 57 . 11 . 78–84 . 2014 . De Meo . Pasquale . Ferrara . Emilio . Fiumara . Giacomo . Provetti . Alessandro . 1203.0535 . 16805499 .
  27. 3033543 . 10.2307/3033543 . A Set of Measures of Centrality Based on Betweenness . Sociometry . 40 . 1 . 35–41 . 1977 . Freeman . Linton C. .
  28. Miritello . Giovanna . Lara . Rubén . Cebrian . Manuel . Moro . Esteban . Limited communication capacity unveils strategies for human interaction . Scientific Reports . 6 June 2013 . 3 . 1 . 1950 . 10.1038/srep01950 . 23739519 . 3674429 . 2013NatSR...3E1950M . 1304.1979 .
  29. The Network Nation 2 by S. Roxanne Hiltz and Murray Turoff (Addison-Wesley, 1978, 1993)
  30. [Michael Hauben]
  31. [Katie Hafner]
  32. Cotriss. David. May 29, 2008. Where are they now: TheGlobe.com. The Industry Standard. dead. https://web.archive.org/web/20090204085711/http://thestandard.com/news/2008/05/29/where-are-they-now-theglobe-com. February 4, 2009.
  33. Romm-Livermore, C. & Setzekorn, K. (2008). Social Networking Communities and E-Dating Services: Concepts and Implications. IGI Global. p.271
  34. Kaplan . Andreas M. . Haenlein . Michael . Users of the world, unite! The challenges and opportunities of Social Media . Business Horizons . January 2010 . 53 . 1 . 59–68 . 10.1016/j.bushor.2009.09.003 . 16741539 .
  35. Web site: The Open Diary Takes Off. Seminerio. Maria. ZDNet. December 1, 1998. April 11, 2018. https://web.archive.org/web/20190323061242/https://www.zdnet.com/article/the-open-diary-takes-off/. March 23, 2019. live.
  36. News: Japan's Social Game Giant Mixi Sees More M&As Coming in the Future . Tokyo Business Today . . May 3, 2016 . June 3, 2018 . https://web.archive.org/web/20180715235728/https://toyokeizai.net/articles/-/116455 . July 15, 2018 . live .
  37. Web site: Island . Long . From Friendster To MySpace To Facebook: The Evolution and Deaths Of Social Networks . longislandpress.com . September 30, 2010 . August 7, 2013 . https://web.archive.org/web/20130928010810/http://archive.longislandpress.com/2010/09/30/from-friendster-to-myspace-to-facebook-the-evolution-and-deaths-of-social-networks . September 28, 2013 . dead .
  38. Web site: Inventing the Social Network . Gibby Miller . bnet.com . October 6, 2008 . August 7, 2013 . dead . https://web.archive.org/web/20111001052032/http://www.bnet.com/videos/gibby-miller-inventing-the-social-network/239462 . October 1, 2011 .
  39. Thelwall, M. & Stuart, D. (2010). Social Network Sites. In Panayiotis Zaphiris & Chee Siang Ang, Social Computing and Virtual Communities, p.271 "In some ways the Korean Cyworld can claim to have been in 2001 the first successful general-purpose social network site, since it did not focus on a particular community or activity but aimed at a mass user-base." "Cyworld, of Korean origin, is a socialising SNS that is dominant in South Korea." (Cyworld was launched in 1999 but added social features in 2001.)
  40. Knapp, E. (2005). A Parent's Guide to MySpace. DayDream Publishers.
  41. https://www.bloomberg.com/bw/stories/2005-09-25/e-society-my-world-is-cyworld E-Society: My World Is Cyworld
  42. http://www.seattlepi.com/business/article/Tapping-into-growing-market-for-virtual-goods-885690.php Tapping into growing market for virtual goods
  43. Steve Rosenbush (2005). News Corp.'s Place in MySpace, Bloomberg BusinessWeek, July 19, 2005. (MySpace Page Views figures)
  44. http://www.economist.com/business/displaystory.cfm?story_id=9990635 "Social graph-iti"
  45. Web site: Kazeniac . Andy . Social Networks: Facebook Takes Over Top Spot, Twitter Climbs . Blog.compete.com . February 9, 2009 . August 7, 2013 . https://web.archive.org/web/20110721111825/http://blog.compete.com/2009/02/09/facebook-myspace-twitter-social-network/ . July 21, 2011 . dead .
  46. Encyclopedia: social media. Merriam-Webster. June 9, 2022. July 8, 2022. https://web.archive.org/web/20220708035334/https://www.merriam-webster.com/dictionary/social%20media.
  47. Encyclopedia: Social Media. Oxford English Dictionary. Nov 27, 2015. subscription .
  48. Web site: comscore.com . 2007 . Social networking goes global . Reston, VAR . September 9, 2007 . dead . https://web.archive.org/web/20070819224229/http://www.comscore.com/press/release.asp?press=1555 . August 19, 2007 .
  49. Mackaay . Ejan . Economic Incentives in Markets for Information and Innovation . Harvard Journal of Law & Public Policy . 1990 . 13 . 909 . 867–910.
  50. Book: Heylighen, Francis . B. Lutterbeck, M. Barwolff . R. A. Gehring . Open Source Jahrbuch . Lehmanns Media . 2007 . Why is Open Access Development so Successful? .
  51. Ariel. Yaron. Avidar, Ruth . Information, Interactivity, and Social Media.. Atlantic Journal of Communication. 2014. 23. 1. 19–30. 10.1080/15456870.2015.972404. 36235531.
  52. Web site: uses and gratification theory. September 30, 2015. 2010-02-03. https://web.archive.org/web/20150930195549/http://communicationtheory.org/uses-and-gratification-theory/. September 30, 2015. live.
  53. Gross, R and Acquisti, A (2005). Information Revelation and Privacy in Online Social Networks (The Facebook case) . Pre-proceedings version. ACM Workshop on Privacy in the Electronic Society (WPES)
  54. boyd. danah. 3 December 2007. Why Youth (Heart) Social Network Sites: The Role of Networked Publics in Teenage Social Life . 1518924.
  55. Book: Woodman. Dan. Wyn. Johanna. Youth and Generation. 2015. SAGE. 978-1-4462-5904-7. 132.
  56. Web site: Usage of social media as a news source worldwide 2020. 2020-09-02. Statista. en.
  57. Web site: Martin. Nicole. How Social Media Has Changed How We Consume News. 2020-09-02. Forbes. en.
  58. Web site: 2019-05-13. People say they regularly see false and misleading content on social media – but also new ideas. 2020-09-02. Pew Research Center: Internet, Science & Tech. en-US.
  59. Web site: Shearer . Elisa . Barthel . Michael . Gottfried . Jeffrey . Mitchell . Amy . The Evolving Role of News on Twitter and Facebook . Pew Research Center's Journalism Project . 14 July 2015 . November 17, 2019 . https://web.archive.org/web/20191027055743/https://www.journalism.org/2015/07/14/the-evolving-role-of-news-on-twitter-and-facebook/ . October 27, 2019 . live .
  60. Peck. Andrew. 2020. A Problem of Amplification: Folklore and Fake News in the Age of Social Media. The Journal of American Folklore. 133. 529. 329–351. 10.5406/jamerfolk.133.529.0329. 10.5406/jamerfolk.133.529.0329. 243130538. 0021-8715.
  61. Web site: Facebook Preferred by Youngsters. Older lot still prefer "Word of Mouth" as the Most Trusted Source of Medium. October 14, 2015. Milind. Mody. April 13, 2016. https://web.archive.org/web/20160426040142/http://blogs.ebrandz.com/facebook-preferred-by-youngsters-older-lot-still-prefer-word-of-mouth-as-the-most-trusted-source-of-medium/. April 26, 2016. live.
  62. News: Silverman . Rachel Emma . A New Generation Reinvents Philanthropy . . 21 August 2007 . August 9, 2017 . https://web.archive.org/web/20170809171401/https://www.wsj.com/articles/SB118765256378003494 . August 9, 2017 . live .
  63. News: Half of employees banned from Facebook at work . 11 May 2011 . The Daily Telegraph . April 4, 2018 . https://web.archive.org/web/20171226110909/http://www.telegraph.co.uk/technology/facebook/8506380/Half-of-employees-banned-from-Facebook-at-work.html . December 26, 2017 . live .
  64. Web site: 50% of British employers have banned Facebook from the office. What do you think? . OfficeFreedom . 11 May 2011 . May 11, 2011 . https://web.archive.org/web/20110515134143/http://news.searchofficespace.com/sos-news/50-of-british-employers-have-banned-facebook-from-the-office-what-do-you-think.html . May 15, 2011 . live .
  65. Matook . Sabine . Cummings . Jeff . Bala . Hillol . 15 April 2015 . Are You Feeling Lonely? The Impact of Relationship Characteristics and Online Social Network Features on Loneliness . Journal of Management Information Systems . 31 . 4 . 278–310 . 10.1080/07421222.2014.1001282 . 24442525.
  66. Lister, p. 215
  67. Cover, Rob (2016). Digital Identities: Creating and Communicating the Online Self. Elsevier.
  68. News: SNS 자주 방문하면 우울증 걸릴 확률 2.7배. 송. 영오. March 23, 2016. https://web.archive.org/web/20190323061250/https://news.naver.com/main/hotissue/read.nhn?mid=hot&sid1=103&cid=3118&iid=1197260&oid=296&aid=0000026697&ptype=021. March 23, 2019. live.
  69. Shakya . Holly B. . Christakis . Nicholas A. . Association of Facebook Use With Compromised Well-Being: A Longitudinal Study . American Journal of Epidemiology . 185 . 3 . 203–211 . 16 January 2017 . 10.1093/aje/kww189 . 28093386 . 9926583 . free .
  70. Cramer . Emily M. . Song . Hayeon . Drent . Adam M. . Social comparison on Facebook: Motivation, affective consequences, self-esteem, and Facebook fatigue . Computers in Human Behavior . November 2016 . 64 . 739–746 . 10.1016/j.chb.2016.07.049 .
  71. Shakya . Holly B. . Christakis . Nicholas A. . Association of Facebook Use With Compromised Well-Being: A Longitudinal Study . American Journal of Epidemiology . 16 January 2017 . 185 . 3 . 203–211 . 10.1093/aje/kww189 . 28093386 . 9926583. free .
  72. Buckels. Erin E.. Trapnell. Paul D.. Paulhus. Delroy L.. September 2014. Trolls just want to have fun. Personality and Individual Differences. en. 67. 97–102. 10.1016/j.paid.2014.01.016. 8103910 .
  73. Shachaf. Pnina. Hara. Noriko. June 2010. Beyond vandalism: Wikipedia trolls. Journal of Information Science. en. 36. 3. 357–370. 10.1177/0165551510365390. 21846015. 0165-5515.
  74. Ward. Stephen. McLoughlin. Liam. 2020-01-02. Turds, traitors and tossers: the abuse of UK MPs via Twitter. The Journal of Legislative Studies. en. 26. 1. 47–73. 10.1080/13572334.2020.1730502. 150087555. 1357-2334.
  75. Web site: Pathak . Khamosh . How to Change Your Instagram Username and Display Name . How-To Geek . 26 January 2022 . 2020-06-01.
  76. http://www.google.com/trends?q=e-commerce%2C+social+networking&ctab=0&geo=all&date=all&sort=1 Search for "e-commerce, social networking"
  77. Mackey . Jesica . McClure . Theresa . Heilman . Laura . Darbouze . Michael . Perspectives from the Field: 21st Century Public Involvement . Environmental Practice . 4 January 2017 . 18 . 2 . 123–124 . 10.1017/S1466046616000120 . 131901826 .
  78. Web site: Smith. Cooper. September 18, 2013. Facebook Users Are Uploading 350 Million New Photos Each Day. December 28, 2020. Business Insider.
  79. Web site: Pinterest is Now the No. 3 Social Network in the U.S. [STUDY]]. Todd. Wasserman. Mashable. April 6, 2012. September 7, 2012. https://web.archive.org/web/20120809161431/http://mashable.com/2012/04/06/pinterest-number-3-social-network/. August 9, 2012. live.
  80. Web site: MG Siegler . Yelp Enables Check-Ins On Its iPhone App; Foursquare, Gowalla Ousted As Mayors . Techcrunch.com . January 15, 2010 . March 13, 2011 . https://web.archive.org/web/20110307064639/http://techcrunch.com/2010/01/15/yelp-iphone-app-4-check-ins/ . March 7, 2011 . live .
  81. Nimetz, Jody. "Jody Nimetz on Emerging Trends in B2B Social Networking" . Marketing-Jive, November 18, 2007. Retrieved October 26, 2009.
  82. Web site: Oct 23, 2014. Social Networking Fact Sheet. Pew Research. October 24, 2014. https://web.archive.org/web/20141024021318/http://www.pewinternet.org/fact-sheets/social-networking-fact-sheet/. October 24, 2014. live.
  83. News: Jan 4, 2012. Facebook comments, ads don't sway most users. Reuters. July 2, 2017. https://web.archive.org/web/20151011005908/http://www.reuters.com/article/2012/06/05/net-us-facebook-survey-idUSBRE85400C20120605. October 11, 2015. live.
  84. Liebeskind . Julia Porter . Oliver . Amalya Lumerman . Zucker . Lynne . Brewer . Marilynn . Social Networks, Learning, and Flexibility: Sourcing Scientific Knowledge in New Biotechnology Firms . Organization Science . 1996 . 7 . 4 . 428–443 . 2635102 . 10.1287/orsc.7.4.428 . 166857575 . November 17, 2019 . https://web.archive.org/web/20200106215252/https://escholarship.org/uc/item/4480h6s7 . January 6, 2020 . live .
  85. Web site: Bianchini. Laurence. Social Networks for Scientists. MyScienceWork. April 22, 2014. May 14, 2012. https://web.archive.org/web/20140222153911/http://www.mysciencework.com/news/6400/social-networks-for-scientists. February 22, 2014. live.
  86. Ferri . Fernando . Grifoni . Patrizia . Guzzo . Tiziana . New forms of social and professional digital relationships: the case of Facebook . Social Network Analysis and Mining . 20 September 2011 . 2 . 2 . 121–137 . 10.1007/s13278-011-0038-4 . 15925282 .
  87. Van Eperen . Laura . Marincola . Francesco M . How scientists use social media to communicate their research . Journal of Translational Medicine . 15 November 2011 . 9 . 1 . 199 . 10.1186/1479-5876-9-199 . 22085450 . 3231985 . free .
  88. Web site: Bianchini . Laurence . Scientific Social Networks: Different Approaches for Different Disciplines . MyScienceWork . July 4, 2012 . October 17, 2015 . https://web.archive.org/web/20150703061620/https://www.mysciencework.com/news/7045/scientific-social-networks-different-approaches-for-different-disciplines . July 3, 2015 . live .
  89. Thelwall . Mike . Kousha . Kayvan . Academia.edu: Social network or Academic Network? . Journal of the Association for Information Science and Technology . April 2014 . 65 . 4 . 721–731 . 10.1002/asi.23038 . 2436/621523 . 37382952 . September 24, 2019 . https://web.archive.org/web/20190710220231/http://www.scit.wlv.ac.uk/~cm1993/papers/Academia_preprint.pdf . July 10, 2019 . live .
  90. Thelwall . Mike . Kousha . Kayvan . ResearchGate: Disseminating, communicating, and measuring Scholarship? . Journal of the Association for Information Science and Technology . May 2015 . 66 . 5 . 876–889 . 10.1002/asi.23236 . 10.1.1.589.5396 . 8974197 .
  91. Thelwall . Mike . Kousha . Kayvan . ResearchGate articles: Age, discipline, audience size, and impact . Journal of the Association for Information Science and Technology . February 2017 . 68 . 2 . 468–479 . 10.1002/asi.23675 . 2436/609261 . 34087837 . free .
  92. Manca . Stefania . ResearchGate and Academia.edu as networked socio-technical systems for scholarly communication: a literature review . Research in Learning Technology . 20 February 2018 . 26 . 10.25304/rlt.v26.2008 . free .
  93. Livingstone. Sonia. Brake, David R. On the Rapid Rise of Social Networking Sites: New Findings and Policy Implications. Children & Society. December 2010. 24. 1. 75–83. 10.1111/j.1099-0860.2009.00243.x. 54586758 . July 16, 2012. https://web.archive.org/web/20120131063911/http://eprints.lse.ac.uk/30124/1/On_the_rapid_rise_of_social_networking_(LSERO_version).pdf. January 31, 2012. live.
  94. Book: Pew Internet & American Life Project. Lenhart. Amanda. Kristen. Purcell. Aaron. Smith. Kathryn. Zickuhr. Social Media & Mobile Internet Use Among Teens and Young Adults. Millennials. November 7, 2014. February 3, 2010. https://web.archive.org/web/20141107155218/http://eric.ed.gov/?id=ED525056. November 7, 2014. live.
  95. Albayrak . D. . Yildirim . Z . 2015 . Using Social Networking Sites for Teaching and Learning: Students' Involvement in and Acceptance of Facebook as a Course Management System . Journal of Educational Computing Research . 52 . 2. 155–179 . 10.1177/0735633115571299 . 11693/23247 . 59430125 . free .
  96. Web site: Arruda . William . 22 LinkedIn Secrets LinkedIn Won't Tell You . Forbes . March 4, 2014 . October 17, 2015 . https://web.archive.org/web/20150924184832/http://www.forbes.com/sites/williamarruda/2014/03/04/22-linkedin-secrets-linkedin-wont-tell-you/ . September 24, 2015 . live .
  97. Web site: 7 professional network alternatives to LinkedIn for job seekers . November 12, 2020 . September 21, 2020 . https://web.archive.org/web/20200921101534/https://www.epiloge.com/7-alternatives-to-linkedin-you-may-want-to-sign-up-to-as-well-a691b6 . dead .
  98. https://www.searchenginejournal.com/linkedin-alternatives/297409/ 13 Awesome Professional Networking Alternatives to LinkedIn
  99. https://wiredimpact.com/blog/websites-to-help-you-find-volunteer-opportunities/ 3 Websites to Help you Find Volunteer Opportunities
  100. https://wwoof.net/get-started/ Getting started with WWOOF
  101. Davis. Michelle R.. Social Networking Goes to School. Digital Directions. July 17, 2012. 2010-06-16. https://web.archive.org/web/20131104230714/http://www.edweek.org/dd/articles/2010/06/16/03networking.h03.html?print=1. November 4, 2013. live.
  102. Ellison. Nicole B.. Steinfield, Charles. Lampe, Cliff. The Benefits of Facebook "Friends:" Social Capital and College Student's Use of Online Social Network Sites. Journal of Computer-Mediated Communication. 2007. 12. 4. 1143–1168. 10.1111/j.1083-6101.2007.00367.x. 11940919 . July 16, 2012. https://web.archive.org/web/20120522154656/http://elkhealth.pbworks.com/f/Ellison,+Steinfield,+and+Lampe+(2007).pdf. May 22, 2012. live.
  103. 56. 1. 138–149. Kelly. N.. Antonio. A.. Teacher peer support in social network sites.. Teaching and Teacher Education. 2016. 10.1016/j.tate.2016.02.007. 147621766.
  104. Book: Knobel, Michelle . Lankshear, Colin. Digital Literacy and Participation in Online Social Networking Spaces. 2008. Peter Lang. New York. 249–278.
  105. Doering. Aaron . Beach, Richard . O'Brien, David. Infusing Multimodal Tools and Digital Literacies into an English Education Program. English Education. October 2007. 40. 1. 41–60. 10.58680/ee20076425 . 40173267.
  106. Buzzetto-More. Nicole A.. Social Networking in Undergraduate Education. Interdisciplinary Journal of Information, Knowledge, and Management. 2010. 7. 63–90. 10.28945/1578. free.
  107. Web site: 2012 Learn English Comparisons. Top Ten Reviews. September 3, 2012. dead. https://web.archive.org/web/20120901044955/http://learn-english-review.toptenreviews.com/. September 1, 2012.
  108. Book: Mason, Robin, and Rennie, Frank. E-Learning and Social Networking Handbook Resources for Higher Education. 2008. Rutledge. Hoboken. 9780203927762. 1–24.
  109. Luo . Tian . Gao . Fei . Enhancing Classroom Learning Experience by Providing Structures to Microblogging-Based Activities . Journal of Information Technology Education: Innovations in Practice . 1 January 2012 . 11 . 199–211 . 10.28945/1689 . November 17, 2019 . https://web.archive.org/web/20191117235343/https://digitalcommons.odu.edu/stemps_fac_pubs/2/ . November 17, 2019 . live . free .
  110. Web site: How to Integrate Technology in the Classroom . School of Education . 7 March 2023 . en . 3 August 2020.
  111. Gardner . J. Clark . Facebook's Potential in the Classroom . 2010 . 10.1.1.695.6098 .
  112. Graber . Diana . Mendoza . Kelly . New Media Literacy Education (NMLE): A Developmental Approach . Journal of Media Literacy Education . 10 September 2013 . 4 . 1 . November 17, 2019 . https://web.archive.org/web/20191117235343/https://digitalcommons.uri.edu/jmle/vol4/iss1/8/ . November 17, 2019 . live .
  113. Book: Jenkins, Henry . Confronting the challenges of participatory culture: Media education for the 21st century . 2006 . The John D. and Catherine T. MacArthur Foundation . Chicago . 9780262513623 .
  114. Taylor . Gina . Rozi . Kristina . 2010 . Current Issues and Trends: Social Networking . 10.1.1.395.234 .
  115. Book: Gee, James Paul . Situated Language and Learning: A Critique of Traditional Schooling . 2004 . Routledge . London .
  116. Livingstone . Sonia . Bober . Magdalena . UK children go online: surveying the experiences of young people and their parents . July 2004 . London School of Economics.
  117. Muñoz . Caroline Lego . Towner . Terri . Back to the 'wall': How to use Facebook in the college classroom . First Monday . 1 December 2011 . 16 . 12 . 10.5210/fm.v16i12.3513 . free.
  118. Davis. Michelle R.. Social Networking Goes to School. Education Week. June 16, 2010. 3. 3. 16–23.
  119. Waddington . Jayme . Social Networking: The Unharnessed Educational Tool . Undergraduate Research Journal at UCCS . 19 January 2011 . 4 . 1 . 12–18 . November 17, 2019 . https://web.archive.org/web/20191117234046/https://urj.uccs.edu/index.php/urj/article/view/113 . November 17, 2019 . live .
  120. Grieve. Face-to-Face or Facebook? Can social connectedness be derived online?. Computers in Human Behavior. 2013. 604–6099. 10.1016/j.chb.2012.11.017. 29. 3. 7232896 . etal.
  121. Web site: Grieve . Rachel . Thumbs up: Facebook might actually be good for you . The Conversation . February 5, 2013 . October 17, 2015 . https://web.archive.org/web/20150930173514/http://theconversation.com/thumbs-up-facebook-might-actually-be-good-for-you-11889 . September 30, 2015 . live .
  122. News: Carlson . Ben . March 2.0: success of the National Equality March relied on social media tools . Media Bullseye . April 28, 2010 . May 2, 2017 . https://web.archive.org/web/20171018184712/http://www.mediabullseye.com/2010/04/march-2-0-success-of-the-national-equality-march-relied-on-social-media-tools/ . October 18, 2017 . live .
  123. Arabie, Phipps, and Yoram Wind. "Marketing and Social Networks" . In Stanley Wasserman and Joseph Galaskiewicz, Advances in Social Network Analysis: Research in the Social and Behavioral Sciences. Thousand Oaks, Calif.: Sage Publications, 1994, pp. 254–273.
  124. 10.1177/1461444816687294. Facebook profile picture appearance affects recruiters' first hiring decisions. New Media & Society. 20. 3. 1220–1239. 2018. Baert. Stijn. 1854/LU-8507595. 4956047. August 9, 2019. https://web.archive.org/web/20191219020947/https://biblio.ugent.be/publication/8507595. December 19, 2019. live. free.
  125. Chambers, Clem. "Murdoch Will Earn a Payday from MySpace" . Forbes, March 30, 2006. Retrieved October 26, 2009.
  126. Tynan, Dan. "As Applications Blossom, Facebook Is Open for Business" Wired, July 30, 2007. Retrieved October 26, 2009.
  127. Web site: Kovach, Steve. Tim Cook ripped apart Google's Business Model in Two Paragraphs. September 18, 2014. Business Insider. October 5, 2014. https://web.archive.org/web/20141006072518/http://www.businessinsider.com.au/tim-cook-privacy-letter-2014-9. October 6, 2014. live.
  128. Flor, Nick V. (2000). Web Business Engineering: Using Offline Activities to Drive Internet Strategies. Reading, Mass.: Addison-Wesley. ; Flor, Nick V. "Week 1: The Business Model Approach to Web Site Design" . InformIT, March 2, 2001. Retrieved October 26, 2009. Description of the autonomous business model used in social networking services.
  129. Kaushal . R. . Tie strength prediction in OSN . 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) . 2016 . 841–844 . 978-9-3805-4421-2 . February 18, 2020 . https://web.archive.org/web/20200218140306/https://ieeexplore.ieee.org/document/7724383 . February 18, 2020 . live .
  130. Bargh . John A. . McKenna . Katelyn Y. A. . The Internet and Social Life . Annual Review of Psychology . February 2004 . 55 . 1 . 573–590 . 10.1146/annurev.psych.55.090902.141922 . 14744227 . 10.1.1.586.3942 . 14078906 .
  131. http://www.news.com.au/heraldsun/story/0,21985,,00.html "MySpace exposes sex predators"
  132. http://www.jsonline.com/story/index.aspx?id=670380 "Getting booked by Facebook"
  133. http://www.journal-online.co.uk/article/5410-police-use-facebook-to-identify-weapon-carriers "Police use Facebook to identify weapon carriers"
  134. Web site: Government Agencies Establishing Presence on Social-Networking Sites . Itbusinessedge.com . March 13, 2011 .
  135. Web site: NSA Collecting Social Media Information from Citizens . Liberty Voice . September 3, 2014 . September 29, 2013 . https://web.archive.org/web/20141229195129/http://guardianlv.com/2013/09/nsa-collecting-social-media-information-from-citizens/ . December 29, 2014 . live .
  136. Web site: OSTP Press Release Announcing Review (pdf, 50k) . March 13, 2011 . https://web.archive.org/web/20101224172157/http://www.nasa.gov/pdf/358006main_OSTP%20Press%20Release.pdf . December 24, 2010 . live .
  137. Book: Fraser . Matthew . Matthew Fraser (journalist) . Dutta . Soumitra . Soumitra Dutta . 2008 . Throwing Sheep in the Boardroom: How Online Social Networking Will Transform Your Life, Work and World . Wiley . 978-0-470-74014-9 .
  138. http://www.foxnews.com/story/0,2933,396461,00.html MySpace, Facebook Add Opportunity for Love, Trouble to Online Dating
  139. https://www.npr.org/templates/story/story.php?storyId=5336688 MySpace Adds a Security Monitor
  140. http://www.internetnews.com/ec-news/article.php/3659911 Online Dating: Can Social Networks Cut In?
  141. Web site: Online Dating vs. Social Networking – Which Will Emerge as Premier Matchmaker? . localtechwire.com . 2008-08-18 . February 24, 2009 . https://web.archive.org/web/20100106120359/http://localtechwire.com/business/local_tech_wire/opinion/story/2449164/ . January 6, 2010 . live .
  142. https://www.forbes.com/2007/12/20/online-dating-love-tech-personal-cx_wt_1221dating.html Seeking Love Around The Web
  143. Web site: Jordan . Andy . Wall street journal blog article about Ven . The Wall Street Journal . September 9, 2009 . August 7, 2013 . https://web.archive.org/web/20131002122204/http://blogs.wsj.com/economics/2009/09/09/the-currency-revolution/ . October 2, 2013 . live .
  144. Web site: Virtual currency used for commodity trade. finextra.com. August 7, 2013. 2011-04-15. https://web.archive.org/web/20130526230443/http://www.finextra.com/news/fullstory.aspx?newsitemid=22475. May 26, 2013. live.
  145. Web site: Virtual Currencies as Commodities? . December 3, 2018 . February 12, 2019 . https://web.archive.org/web/20190212190446/https://corpgov.law.harvard.edu/2018/12/03/virtual-currencies-as-commodities/ . February 12, 2019 . live .
  146. Web site: Ven Now Includes Carbon Futures . hubculture.com . July 5, 2010 . August 7, 2013 . https://web.archive.org/web/20131002130918/http://www.hubculture.com/groups/237/news/486/ . October 2, 2013 . live .
  147. Web site: Social Networking: Now Professionally Ready . primarypsychiatry.com . March 27, 2007 . https://web.archive.org/web/20110715112823/http://www.primarypsychiatry.com/aspx/articledetail.aspx?articleid=975 . July 15, 2011 . live .
  148. https://web.archive.org/web/20090529191957/http://www.doseofdigital.com/healthcare-pharma-social-media-wiki/ Comprehensive listing of medical applications using social networking
  149. Kousiouris . George . Akbar . Adnan . Sancho . Juan . Ta-shma . Paula . Psychas . Alexandros . Kyriazis . Dimosthenis . Varvarigou . Theodora . An integrated information lifecycle management framework for exploiting social network data to identify dynamic large crowd concentration events in smart cities applications . Future Generation Computer Systems . January 2018 . 78 . 516–530 . 10.1016/j.future.2017.07.026 . August 9, 2019 . https://web.archive.org/web/20190428184426/http://epubs.surrey.ac.uk/841839/1/LCC_pre_final%20%281%29.pdf . April 28, 2019 . live .
  150. Auer . Matthew R. . The Policy Sciences of Social Media . Policy Studies Journal . November 2011 . 39 . 4 . 709–736 . 10.1111/j.1541-0072.2011.00428.x . 1974080 . 153590593 .
  151. News: Sutter. John D.. The faces of Egypt's 'Revolution 2.0'. May 13, 2011. CNN. February 21, 2011. https://web.archive.org/web/20110513070529/http://www.cnn.com/2011/TECH/innovation/02/21/egypt.internet.revolution/index.html. May 13, 2011. live.
  152. Earl . Jennifer . Maher . Thomas V. . Pan . Jennifer . The digital repression of social movements, protest, and activism: A synthetic review . Science Advances . 11 March 2022 . 8 . 10 . eabl8198 . 10.1126/sciadv.abl8198 . 35263143 . 2022SciA....8L8198E . 247360932 . free . 10953837 .
  153. Bakker . Tom P. . de Vreese . Claes H. . Good News for the Future? Young People, Internet Use, and Political Participation . Communication Research . 20 January 2011 . 38 . 4 . 451–470 . 10.1177/0093650210381738 . 206437627 .
  154. Jennifer . Aaker . Victoria . Chang . 2009 . Obama and the Power of Social Media and Technology . Stanford Graduate School of Business . November 18, 2019 . https://web.archive.org/web/20191118022959/https://www.gsb.stanford.edu/faculty-research/case-studies/obama-power-social-media-technology . November 18, 2019 . live.
  155. Web site: Mark McNally. 2010. 10 Social Media lessons - Barack Obama election campaign. April 26, 2016. https://web.archive.org/web/20160513161049/http://www.slideshare.net/MarkjMcNally/tsb-social-media-kt-ns-feb-2010/2-The_numbers_Driving_Innovation. May 13, 2016. live.
  156. Web site: Obama and the Power of Social Media and Technology . Stanford Graduate School of Business . 14 March 2023 . en.
  157. Web site: How Obama Won the Social Media Battle in the 2012 Presidential Campaign . Media Psychology Research Center . April 27, 2016 . https://web.archive.org/web/20160427001708/http://mprcenter.org/blog/2013/01/how-obama-won-the-social-media-battle-in-the-2012-presidential-campaign/ . April 27, 2016 . dead.
  158. News: Hannah Jane . Parkinson . 2015 . Can Donald Trump's social media genius take him all the way to the White House? . April 25, 2016 . The Guardian . https://web.archive.org/web/20160424233834/https://www.theguardian.com/technology/2015/dec/23/donald-trump-social-media-strategy-internet-republican-nomination-president . April 24, 2016 . live .
  159. Web site: How Social Media Is Shaping Political Campaigns . Knowledge at Wharton . 14 March 2023.
  160. News: TikTok Is Shaping Politics. But How?. 28 June 2020. The New York Times. June 28, 2020 . Herrman . John .
  161. News: The Rise of Crowdsourcing . . Jeff . Howe . 2006 . March 11, 2017 . https://web.archive.org/web/20070414142954/http://www.wired.com/wired/archive/14.06/crowds.html . April 14, 2007 . live .
  162. Web site: Most famous social network sites worldwide as of July 2023, ranked by number of active users (in millions) . . July 5, 2023.