Abstract
Data is becoming more and more of a commodity, so that it is not surprising that data has reached the status of tradable goods. An increasing number of data providers is recognizing this and is consequently setting up platforms for selling, buying, or trading data. We identify several categories and dimensions of data marketplaces and data vendors and provide a snapshot of the situation as of Summer 2012.
- A.A. Armstrong and E.H. Durfee. Mixing and memory: emergent cooperation in an information marketplace. In Multi Agent Systems, 1998. Proceedings. International Conference on, pages 34--41, jul 1998. Google ScholarDigital Library
- B. Bishop, A. Kiryakov, D. Ognyanov, I. Peikov, Z. Tashev, and R. Velkov. FactForge: a fast track to the web of data. Semantic Web, 2(2):157--166, April 2011. Google ScholarDigital Library
- C. Bizer. The Emerging Web of Linked Data. IEEE Intelligent Systems, 24(5):87--92, 2009. Google ScholarDigital Library
- C. Bizer, T. Heath, and T. Berners-Lee. Linked Data - The Story So Far. International Journal on Semantic Web and Information Systems (IJSWIS), 5(3):1--2, 2009.Google Scholar
- K. Bollacker, C. Evans, P. Paritosh, T. Sturge, and J. Taylor. Freebase: a collaboratively created graph database for structuring human knowledge. In SIGMOD '08: Proceedings of the 2008 ACM SIGMOD international conference on Management of data, pages 1247--1250, New York, NY, USA, 2008. ACM. Google ScholarDigital Library
- Michael J. Carey, Nicola Onose, and Michalis Petropoulos. Data services. Commun. ACM, 55(6):86--97, June 2012. Google ScholarDigital Library
- Edd Dumbill, 2012. http://strata.oreilly.com/2012/03/data-markets-survey.html.Google Scholar
- W. Ge, M. Rothenberger, and E. Chen. A Model for an Electronic Information Marketplace. Australasian Journal of Information Systems, 13(1), 2005.Google ScholarCross Ref
- Microsoft White Paper. Windows Azure Marketplace, 2011. http://go.microsoft.com/fwlink/?LinkID=201129&clcid=0x409.Google Scholar
- Paul Miller, 2012. http://cloudofdata.com/category/podcast/data-market-chat/.Google Scholar
- Paul Miller, 2012. http://pro.gigaom.com/2012/08/data-markets-in-search-of-new-business-models/.Google Scholar
- K. Möller and L. Dodds. The Kasabi Information Marketplace. In 21nd World Wide Web Conference, Lyon, France, 2012.Google Scholar
- K. Möller, M. Hausenblas, R. Cyganiak, and S. Handschuh. Learning from Linked Open Data Usage: Patterns & Metrics. In Web Science Conference, 2010.Google Scholar
- A. Muschalle, F. Stahl, Löser, and G. Vossen. Pricing Approaches for Data Markets. In to appear in 6th International Workshop on Business Intelligence for the Real Time Enterprise (BIRTE), 2012.Google Scholar
- B. Pang and L. Lee. Opinion Mining and Sentiment Analysis. Found. Trends Inf. Retr., 2(1-2):1--135, January 2008. Google ScholarDigital Library
Index Terms
- Marketplaces for data: an initial survey
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