Tomasz Imieliński Explained
Tomasz Imieliński |
Birth Date: | July 11, 1954 |
Birth Place: | Toruń, Poland |
Nationality: | Polish-American |
Doctoral Advisor: | Witold Lipski |
Known For: | data mining, mobile computing |
Awards: | - 2003 SIGMOD Test of Time Award[1] VLDB 10 Year Award[2]
- 2018 Recipient of the PIASA Tadeusz Sendzimir Applied Sciences Award[3] [4]
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Tomasz Imieliński (born July 11, 1954, in Toruń, Poland) is a Polish-American computer scientist, most known in the areas of data mining, mobile computing, data extraction, and search engine technology. He is currently a professor of computer science at Rutgers University in New Jersey, United States.
In 2000, he co-founded Connotate Technologies,[5] a web data extraction company based in New Brunswick, NJ. Since 2004 till 2010 he had held multiple positions at Ask.com, from vice president of data solutions intelligence[6] to executive vice president of global search and answers[6] and chief scientist. From 2010 to 2012 he served as VP of data solutions[6] at IAC/Pronto.[7]
Tomasz Imieliński served as chairman of the Computer Science Department[8] at Rutgers University from 1996 to 2003.
He co-founded, with Celina Imielińska and Konrad Imieliński Art Data Laboratories LLC company,[9] and its product, Articker is the largest known database that aggregates dynamic non-price information about the visual artists in the global art market.[10] [11] Articker has been under an exclusive partnership with Phillips auction house.[6] [12] [13] [14] [15]
Education
Tomasz Imieliński graduated with B.E/M.E degree in electrical engineering from Politechnika Gdańska in Gdańsk, Poland, and received his PhD, in 1982, in computer science, from Polish Academy of Sciences, in Poland, under supervision of Witold Lipski.
Career
After receiving his PhD, Tomasz Imieliński joined, for a year, faculty at the McGill University School of Computer Science at McGill University in Montreal. Since 1983, he joined the Computer Science Department at Rutgers University, in New Brunswick. He served as a chairman of the department, from 1996 to 2003. In 2000, he co-founded Connotate Technologies based on his data extraction research developed at Rutgers University. While on leave from Rutgers University, from 2004 to 2010, he had held multiple positions at Ask.com: vice president of data solutions, executive vice president of global search and answers, and chief scientist. Between 2010 and 2012, Tomasz Imieliński served as vice president of data solutions at Pronto. Tomasz Imieliński received numerous awards, such as 2018 The Tadeusz Sendzimir Applied Sciences Award.[3]
Research and recognition
Imieliński-Lipski Algebras
Imieliński's early work on 'Incomplete Information in Relational Databases' [16] produced a fundamental concept of incomplete databases that became later known as Imieliński-Lipski Algebras.[17] [18] [19]
Cylindric Algebras
According to Van den Bussche,[20] the first people from database community to recognize the connection between Codd's relational algebra and Tarski's cylindric algebras were Witold Lipski and Tomasz Imieliński, in a talk given at the very first edition of PODS (the ACM Symposium on Principles of Database Systems), in 1982. Their work,"The relational model of data and cylindric algebras" [21] was later published in 1984.
Association Rule Mining
His joint 1993 paper with Agrawal and Swami, 'Mining Association Rules Between Sets of Items in Large Databases'[22] started the association rule mining research area, and it is one of the most cited publications in computer science, with over 25,000 citations according to Google Scholar.[23] This paper received the 2003 - 10 year Test of Time ACM SIGMOD award,[1] .
Mobile Computing
Imieliński has also been one of the pioneers of mobile computing and for his joint 1992 paper with Badri Nath on 'Querying in highly mobile distributed environments'[24] he received the VLDB Ten Year Award in 2002.[2]
Geocast
He proposed the idea of Geocast which would deliver information to a group of destinations in a network identified by their geographical locations. He proposed applications such as geographic messaging, geographic advertising, delivery of geographically restricted services, and presence discovery of a service or mobile network participant in a limited geographic area.[25]
Patents
Overall, Imieliński has published over 150 papers, his papers have been cited over 44000 times.[23] He is an inventor and co-inventor on multiple patents[26] ranging from search technology to web data extraction as well as multimedia processing, data mining, and mobile computing (e.g. patent on "Method and system for audio access to information in a wide area computer network"[27]).
Other Interests
Tomasz Imieliński formed, in 2000, System Crash, an avant-garde rock group which combined heavy sound with philosophical and political lyrics and multimedia projection of videos and sounds of current world, real and virtual. System Crash consisted of three musicians Tomasz Imielinski vocal and guitar, James Jeude (bass) and Tomek Unrat (drums). Since January 2006, the band had also gone by the name of "The Professor and System Crash", the band title used on their 2006 re-printing of their 2005 CD "War By Remote Control".[28] Internity, the first show of System Crash, focused on the internet revolution and its philosophical consequences – interplay between the virtual and real world, anthropomorphization of machines, programs and files. All lyrics were written by Tomasz Imieliński. Internity was featured in Knitting Factory, in 2001, and received enthusiastic reviews in Star Ledger and New York Times. System Crash played to sold-out audiences and quickly achieved cult status in the avant-garde music scene of New York City. The group stopped performing around 2007.
Other selected publications
- T. . Imieliński . Tomasz Imieliński . B.R. . Badrinath . Mobile wireless computing: challenges in data management. Communications of the ACM. Oct 1994. 37 . 10 . 18–28. 10.1145/194313.194317. 20233082 . free .
- Book: T. Imielinski . Tomasz Imieliński . H.F. Korth (Eds.). Mobile Computing . 1996. Springer . 9780792396970 . The Springer International Series in Engineering and Computer Science .
- T. . Imieliński . Tomasz Imieliński . S. . Viswanathan . B.R. . Badrinath . Data on Air: Organization and Access . . 9 . 3 . May–June 1997 . 353–372 . 10.1109/69.599926 . 10.1.1.569.2573 . 2017-02-04 . 2006-02-05 . https://web.archive.org/web/20060205124646/http://arbor.ee.ntu.edu.tw/archive/mobile/imielinskida97.pdf . dead .
- R.. Agrawal . T. . Imieliński . A. . Swami . Database mining: A performance perspective. IEEE Transactions on Knowledge and Data Engineering. 5 . 6 . 1993 . 914–925. 10.1109/69.250074. 10.1.1.41.6931 .
- D.. Barbará . T. . Imieliński . Sleepers and workaholics: caching strategies in mobile environments . . 23 . 2 . May 1994 . 1–12. https://web.archive.org/web/20170204171844/https://pdfs.semanticscholar.org/75ef/3c507b7b5d6a4121ae321eeb78277845577e.pdf. dead. 2017-02-04. 10.1145/191843.191844. 47410274 .
- T. . Imieliński . Tomasz Imieliński . H. . Mannilla . A database perspective on knowledge discovery . . 39 . 11 . 1996 . 58–64 . 10.1145/240455.240472 . 7530194 . 2017-02-04 . 2017-02-04 . https://web.archive.org/web/20170204170855/https://courses.cs.ut.ee/misc/datamining/2003/dm-seminar-fall/uploads/Main/arm-1.pdf . dead .
- S.. Viswanathan . T. . Imieliński . Metropolitan area video-on-demand service using pyramid broadcasting. . 4 . 4 . May 1996 . 197–208. 10.1007/s005300050023. 13906353 .
- T. . Imieliński . Tomasz Imieliński . S. . Viswanathan . B.R. . Badrinath . Energy efficient indexing on air. . 23 . 2 . June 1992. 25–36. 10.1145/191843.191846 . 10.1.1.419.9766 .
- Book: R.. Agrawal . S. . Ghosh . T. . Imieliński . B. . Iyer . A. . Swami . An interval classifier for database mining applications. Proceedings of the 18th VLDB Conference . 1992 . 569–573. http://rakesh.agrawal-family.com/papers/vldb92ic.pdf .
- Book: S. . Viswanathan . T. . Imieliński . Jacek . Maitan . Arturo A . Rodriguez . Pyramid broadcasting for video-on-demand service. Multimedia Computing and Networking 1995. Proceedings of the SPIE . 2417 . March 1995. 66–77. 10.1.1.52.7083 . 1995SPIE.2417...66V . 10.1117/12.206080 . 5723866 .
- S.. Goel . T. . Imieliński . Prediction-based monitoring in sensor networks: taking lessons from MPEG . . 31 . 5 . Oct 2001 . 82. 10.1145/1037107.1037117. 6088323 .
- A.. Virmani . T. . Imieliński . MSQL: A query language for database mining . Data Mining and Knowledge Discovery. 3 . 4 . Dec 1999 . 373–408. 10.1023/A:1009816913055 . 18202423 .
- T. . Imieliński . Tomasz Imieliński . B.R. . Badrinath . Data management for mobile computing . . 22 . 1 . 1993. 34–39. 10.1145/156883.156888. 10.1.1.41.3863 . 13934908 .
External links
Notes and References
- Web site: SIGMOD Awards - ACM SIGMOD Official Website . Sigmod.org . 2014-02-07.
- Web site: VLDB 10 Year Award . Vldb.org . 2014-02-07.
- Web site: The Tadeusz Sendzimir Applied Sciences Award.
- Web site: The Tadeusz Sendzimir Award. Sendzimir Award Recipients. en. 2023-11-01.
- Web site: Web Data. Simplified. | Web Data Collection, Scraping & Monitoring Solutions . Connotate.com . 2014-02-07.
- Web site: Phillips Announces Exclusive Partnership with Technology Firm Articker .
- Web site: LinkedIn.com-Tomasz Imielinski.
- Web site: Computer Science at Rutgers . Cs.rutgers.edu . 2015-09-19.
- https://www.thefirstnews.com/article/the-price-is-right-international-auction-house-adopts-polish-algorithm-to-track-art-prices-15820 The price is right: international auction house adopts Polish algorithm to track trending artists
- Web site: Articker .
- https://www.articker.org Articker, the Art World's Analytics Engine
- Web site: Tomasz Imieliński and Jean-Paul Engelen on Phillips and Articker's partnership .
- Web site: Phillips Partners with Articker to Gain a Data Edge .
- Web site: Phillips Has Debuted a New Market-Tracking Tool Called 'Articker' to Chart Artists' Media Coverage .
- Web site: Phillips Unveils Digital Product That Tracks Trending Artists By Media Presence .
- T. . Imieliński . Tomasz Imieliński . W. . Lipski Jr. . Incomplete information in relational databases . Journal of the ACM. 31. 4. 1984. 761–791. 10.1145/1634.1886. 288040 . free .
- T.J. . Green . G.. Karvounarakis . Val . Tannen . Provenance Semiring. Proc. ACM SIGMOD-SIGACT-SIGART, PODS . 2007. 31–40.
- Book: T.J. Green . Models for Incomplete and Probabilistic Information; Chapter 2, in Managing and Mining Uncertain Data. 2009. Springer Link.
- G.. Karvounarakis. T.J. . Green . Semiring-Annotated Data: Queries and Provenance. 41. 3. 2012. 5–14. 10.1145/2380776.2380778. 11600847 .
- Feferman . S. . Solomon Feferman . Tarski's influence on computer science. . 2 . 3 . 2006 . 10.2168/lmcs-2(3:6)2006. 2006cs........8062F . cs/0608062 . 2567206 .
- Imieliński . T. . Tomasz Imieliński . Lipski . W. . The relational model of data and cylindric algebras . . 28 . 1. 80–102. 1984 . 10.1016/0022-0000(84)90077-1. free .
- R.. Agrawal. T. . Imieliński . Tomasz Imieliński . A. . Swami . Mining Association Rules Between Sets of Items in Large Databases. ACM SIGMOD Record. 22. 2. 1993. 207–216. 10.1145/170036.170072. 10.1.1.217.4132. 490415 .
- Web site: Tomasz Imieliński's citations on Google Scholar .
- T. . Imieliński . Tomasz Imieliński . B.R. . Badrinath . Querying in highly mobile distributed environments. Proceedings VLDB '92. 1992. 41–52.
- Book: J.C. . Navas . T. . Imieliński. Proceedings of the 3rd annual ACM/IEEE international conference on Mobile computing and networking - MobiCom '97 . GeoCast---geographic addressing and routing . 1997. 66–76. 10.1145/262116.262132 . 0897919882 . 17662140 .
- Web site: Tomasz Imielinski's patents .
- Web site: Tomasz Imielinski's patent: Method and system for audio access to information in a wide area computer network .
- Web site: War By Remote Control by The Professor And System Crash.