Methods for exploring and mining tables on Wikipedia

Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013

Volumn , Issue , 2013, Pages 18-26

  Bhagavatula, Chandra Sekhar ^a   Noraset, Thanapon ^a   Downey, Doug ^a  

^a Northwestern University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SEARCH ENGINES; SEMANTICS;

GOOGLE+; KEYWORD SEARCH; LINK STRUCTURE; NOVEL TASK; ORDERS OF MAGNITUDE; RELATEDNESS MEASURES; SEMANTIC RELATEDNESS; WEB APPLICATION; WEB APPLICATIONS; WIKIPEDIA;

DATA MINING;

EID: 84887450627     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2501511.2501516     Document Type: Conference Paper

References (26)

1. M.J. Cafarella, A. Halevy, D.Z. Wang, E. Wu, and Y. Zhang. Webtables: exploring the power of tables on the web. Proceedings of the VLDB Endowment, 2008.
2. Alexander Yates, Michael Cafarella, Michele Banko, Oren Etzioni, Matthew Broadhead, and Stephen Soderland. Textrunner: open information extraction on the web. In Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, pages 25-26. Association for Computational Linguistics, 2007.
3. O. Etzioni, M. Cafarella, D. Downey, S. Kok, A.M. Popescu, T. Shaked, S. Soderland, D.S. Weld, and A. Yates. Web-scale information extraction in knowitall:(preliminary results). In Proceedings of the 13th WWW, 2004.
4. M. Pasca, D. Lin, J. Bigham, A. Lifchits, and A. Jain. Organizing and searching the world wide web of facts-step one: the one-million fact extraction challenge. In Proceedings of the National Conference on Artificial Intelligence, 2006.
5. M. Banko, M.J. Cafarella, S. Soderland, M. Broadhead, and O. Etzioni. Open information extraction for the web. PhD thesis, University of Washington, 2009.
6. R. Bunescu and R. Mooney. Learning to extract relations from the web using minimal supervision. In Annual meeting-association for Computational Linguistics, 2007.
7. Y. Fang and K.C.C. Chang. Searching patterns for relation extraction over the web: rediscovering the pattern-relation duality. In Proceedings of the fourth WSDM, 2011.
8. S. Chakrabarti, S. Sarawagi, and S. Sudarshan. Enhancing search with structure. IEEE Data Eng. Bull, 2010.
9. P. Venetis, A. Halevy, J. Madhavan, M. Paşca, W. Shen, F. Wu, G. Miao, and C. Wu. Recovering semantics of tables on the web. Proceedings of the VLDB Endowment, 2011.
10. A. Das Sarma, L. Fang, N. Gupta, A. Halevy, H. Lee, F. Wu, R. Xin, and C. Yu. Finding related tables. In Proceedings of the 2012 SIGMOD. ACM, 2012.
11. I.H. Witten and D. Milne. An effective, low-cost measure of semantic relatedness obtained from wikipedia links. In Proceeding of AAAI Workshop on Wikipedia and Artificial Intelligence: an Evolving Synergy, 2008.
12. C. Bizer, J. Lehmann, G. Kobilarov, S. Auer, C. Becker, R. Cyganiak, and S. Hellmann. Dbpedia-a crystallization point for the web of data. Web Semantics: Science, Services and Agents on the World Wide Web, 2009.
13. F. Wu and D.S. Weld. Autonomously semantifying wikipedia. In Proceedings of the sixteenth ACM CIKM, 2007.
14. R. Gupta and S. Sarawagi. Answering table augmentation queries from unstructured lists on the web. Proceedings of the VLDB Endowment, 2009.
15. R.C. Wang and W.W. Cohen. Iterative set expansion of named entities using the web. In Data Mining, 2008. ICDM'08. Eighth ICDM, 2008.
16. W. Gatterbauer, P. Bohunsky, M. Herzog, B. Krüpl, and B. Pollak. Towards domain-independent information extraction from web tables. In Proceedings of the 16th international conference on World Wide Web, 2007.
17. B. Chan, L. Wu, J. Talbot, M. Cammarano, and P. Hanrahan. Vispedia: Interactive visual exploration of wikipedia data via search-based integration. IEEE TVCG, 2008.
18. A. Yates and O. Etzioni. Unsupervised resolution of objects and relations on the web. In Proceedings of NAACL HLT, 2007.
19. Mohamed Yakout, Kris Ganjam, Kaushik Chakrabarti, and Surajit Chaudhuri. Infogather: entity augmentation and attribute discovery by holistic matching with web tables. In Proceedings of the 2012 international conference on Management of Data, pages 97-108. ACM, 2012.
20. B. Hecht, S.H. Carton, M. Quaderi, J. Schöning, M. Raubal, D. Gergle, and D. Downey. Explanatory semantic relatedness and explicit spatialization for exploratory search. In Proceedings of the 35th international ACM SIGIR, 2012.
21. E. Gabrilovich and S. Markovitch. Computing semantic relatedness using wikipedia-based explicit semantic analysis. In Proceedings of the 20th IJCAI, 2007.
22. J. Hoffart, S. Seufert, D.B. Nguyen, M. Theobald, and G. Weikum. Kore: keyphrase overlap relatedness for entity disambiguation. In Proceedings of the 21st ACM CIKM, 2012.
23. M.J. Cafarella, A.Y. Halevy, Y. Zhang, D.Z. Wang, and E. Wu. Uncovering the relational web. WebDB, 2008.
24. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I.H. Witten. The weka data mining software: an update. ACM SIGKDD Explorations Newsletter, 2009.
25. D. Metzler and W. Bruce Croft. Linear feature-based models for information retrieval. Information Retrieval, 2007.
26. K. Järvelin and J. Kekäläinen. Cumulated gain-based evaluation of ir techniques. ACM (TOIS), 2002.