Investigations in unsupervised back-of-the-book indexing

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007

Volumn , Issue , 2007, Pages 211-216

  Csomai, András ^a   Mihalcea, Rada ^a  

^a UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC INDEX CONSTRUCTION; DATA SETS; UNSUPERVISED METHODS;

DATABASE SYSTEMS; HEURISTIC METHODS; TEXTBOOKS;

INDEXING (OF INFORMATION);

EID: 37349068168     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Csomai, A., and Mihalcea, R. 2006. Creating a testbed for the evaluation of automatically generated back-of-the-book indexes. In Proceedings of the International Conference on Computational Linguistics and Intelligent Text Processing, 19-25.
2. Feng, D.; Kim, J.; Shaw, E.; and Hovy, E. 2006. Towards modeling threaded discussions through ontology-based analysis. In Proceedings of National Conference on Artificial Intelligence.
3. Frank, E.; Paynter, G. W; Witten, I. H.; Gutwin, C.; and Nevill-Manning, C. G. 1999. Domain-specific keyphrase extraction. In Proceedings of the 16th International Joint Conference on Artificial Intelligence.
4. Hulth, A. 2003. Improved automatic keyword extraction given more linguistic knowledge. In Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing.
5. Knight, G. N. 1979. Indexing, The art of. United Kingdom: The Gresham Press.
6. Manning, C. D., and Schütze, H. 1999. Foundations of Statistical Natural Language Processing. Cambridge, Massachusetts: The MIT Press.
7. Miller, G. 1995. Wordnet: A lexical database. Communication of the ACM 38(11):39-41.
8. Mulvany, N. C. 2005. Indexing Books. Chicago: The University of Chicago Press.
9. Munoz, M.; Punyakanok, V.; Roth, D.; and Zimak, D. 1999. A learning approach to shallow parsing. In Proceedings of the Conference on Empirical Methods for Natural Language Processing.
10. Pecina, P., and Schlesinger, P. 2006. Combining association measures for collocation extraction. In Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions, 651-658.
11. Porter, M. 1980. An algorithm for suffix stripping. Program 14(3):130-137.
12. Salton, G., and Buckley, C. 1997. Term weighting approaches in automatic text retrieval. In Readings in Information Retrieval. San Francisco, CA: Morgan Kaufmann Publishers.
13. Schutze, H. 1998. The hypertext concordance: a better back-of-the-book index. In Proceedings of Computerm, 101-104.
14. Tomokiyo, T., and Hurst, M. 2003. A language model approach to keyphrase extraction. In Proceedings of the ACL 2003 workshop on Multiword expressions, 33-40.
15. Turney, P. 1999. Learning to extract keyphrases from text. Technical report, National Research Council, Institute for Information Technology.