Automatically suggesting topics for augmenting text documents

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2010, Pages 929-938

  West, Robert ^a   Precup, Doina ^a   Pineau, Joelle ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

Data mining; Eigenarticles; Principal component analysis; Topic suggestion; Wikipedia

Indexed keywords

EIGENARTICLES; PRINCIPAL COMPONENTS; QUALITATIVE ANALYSIS; QUANTITATIVE EVALUATION; TEXT DOCUMENT; TEXT INPUT; TOPIC SUGGESTION; WIKIPEDIA;

ALGORITHMS; DATA MINING; KNOWLEDGE MANAGEMENT; QUALITY CONTROL;

PRINCIPAL COMPONENT ANALYSIS;

EID: 78651306906     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1871437.1871556     Document Type: Conference Paper

References (25)

1. Congressional Record, 151(1):H9318, 2005. http://frwebgate.access.gpo. gov/cgi-bin/getpage.cgi?dbname=2005-record&page=H9318&position=all (accessed May 26, 2010).
2. Amazon. Mechanical Turk. Website, 2009. http://www.mturk.com (accessed May 20, 2010).
3. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent Dirichlet allocation. Journal of Machine Learning Research, 3:993-1022, 2003.
4. W. Boston. Germany tries to save the euro - all by itself. Time, May 21, 2010. http://www.time.com/time/world/article/0,8599,1991154,00.html (accessed May 26, 2010).
5. L. Carroll. Alice's Adventures in Wonderland. Project Gutenberg, 2008.
6. S. Fissaha Adafre and M. de Rijke. Discovering missing links in Wikipedia. In Proc. 3rd International Workshop on Link Discovery (LinkKDD-05), 2005.
7. B. Fortuna, D. Mladenič, and M. Grobelnik. Semi-automatic construction of topic ontologies. In Semantics, Web and Mining: Joint Internat. Workshops EWMF/KDO-05, 2006.
8. I. Herman. W3C Semantic Web FAQ. Website, 2009. http://www.w3.org/2001/ sw/SW-FAQ(accessed May 26, 2010).
9. L. Lee. Convote dataset vl.l. Website, 2008. http://www.cs.cornell.edu/ home/llee/data/convote.html (accessed May 13, 2010).
10. A. Maguitman, D. Leake, and T. Reichherzer. Suggesting novel but related topics: Towards context-based support for knowledge model extension. In Proc. 2005 International Conference on Intelligent User Interfaces (IUI-05), 2005.
11. C. D. Manning, P. Raghavan, and H. Schutze. Introduction to Information Retrieval. Cambridge University Press, 2008.
12. R. Mihalcea and A. Csomai. Wikify! Linking documents to encyclopedic knowledge. In Proc. 16th ACM Conference on Information and Knowledge Management (CIKM-07), 2007.
13. D. Milne. WikipediaMiner toolkit. Website, 2009. http://wikipedia-miner. sourceforge.net (accessed June 6, 2009).
14. D. Milne and I. H. Witten. An effective, low-cost measure of semantic relatedness obtained from Wikipedia links. In Proc. IstAAAI Workshop on Wikipedia and Artificial Intelligence (WIKIAI-08), 2008.
15. D. Milne and I. H. Witten. Learning to link with Wikipedia. In Proc. 17th ACM Conference on Information and Knowledge Management (CIKM-08), 2008.
16. M. Thomas, B. Pang, and L. Lee. Get out the vote: Determining support or opposition from Congressional floor-debate transcripts. In Proc. Conf. on Empirical Methods in Natural Language Processing (EMNLP-06), 2006.
17. A. Turing. Computing machinery and intelligence. Mind, 59(236):433-460, 1950.
18. P. D. Turney. Coherent keyphrase extraction via Web mining. In Proc. 18th International Joint Conference on Artificial Intelligence (IJCAI-03), 2003.
19. L. von Ahn, B. Maurer, C. McMillen, D. Abraham, and M. Blum. reCAPTCHA: Human-based character recognition via Web security measures. Science, 321(5895): 1465-1468, 2008.
20. H.-C. Wang, D. Cosley, and S. R. Fussell. Idea Expander: Supporting group brainstorming with conversationally triggered visual thinking stimuli. In Proc. 2010 ACM Conference on Computer Supported Cooperative Work (CSCW-10), 2010.
21. R. West. Extracting semantic information from Wikipedia using human computation and dimensionality reduction. Master's thesis, McGill University, 2010.
22. R. West, D. Precup, and J. Pineau. Completing Wikipedia's hyperlink structure through dimensionality reduction. In Proc. 18th ACM Conference on Information and Knowledge Management (CIKM-09), 2009.
23. Wikipedia. 2008/9 Wikipedia Selection for schools. Website, 2008. http://schools-wikipedia.org (accessed June 3, 2009).
24. Wikipedia. Data dump of March 6, 2009. Website, 2009. http://download.wikimedia.org/enwiki/20090306 (accessed June 3, 2009).
25. Wikipedia. Wikipedia: Linking. Website, 2010. http://en.wikipedia.org/w/ index.php?title=Wikipedia:Linking&oldid=342061829 (accessed Feb. 5, 2010).