The impact of document structure on keyphrase extraction

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2009, Pages 1725-1728

  Hofmann, Katja ^a   Tsagkias, Manos ^a   Meij, Edgar ^a   De Rijke, Maarten ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Keyphrase extraction; Scientific literature search

Indexed keywords

DOCUMENT STRUCTURE; GENERIC SECTION; JOURNAL ARTICLES; KEYPHRASE EXTRACTION; SCIENTIFIC LITERATURE; TIME-CONSUMING PROCESS; XML TAGS;

MARKUP LANGUAGES; XML;

KNOWLEDGE MANAGEMENT;

EID: 74549217058     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1645953.1646215     Document Type: Conference Paper

References (15)

1. T. D. Anderson. Studying human judgments of relevance: interactions in context. In IIiX '06, 2006.
2. G. Crookes. Towards a validated analysis of scientific text structure. Applied Linguistics, 7(1):57-70, 1986.
3. A. Dillon. Readers' models of text structures: the case of academic articles. Intern. J. of Man-Machine Studies, 35(6):913-925, 1991.
4. S. El-Beltagy and A. Rafea. KP-Miner: A keyphrase extraction system for english and arabic documents. Information Systems, 34(1):132-144, 2009.
5. C. Gutwin. Improving browsing in digital libraries with keyphrase indexes. Decision Support Systems, 27(1-2):81-104, 1999.
6. A. Hulth. Combining Machine Learning and Natural Language Processing for Automatic Keyword Extraction. PhD thesis, Stockholm University, 2004.
7. T. Joyce and R. M. Needham. The thesaurus approach to information retrieval. American Documentation, 9(3):192-197, 1958.
8. N. Kando. Text-level structure of research papers: Implications for text-based information processing systems. In Proc. British Comp. Soc. Ann. Coll. Information Retrieval Research, 1997.
9. T. Nguyen and M.-Y. Kan. Keyphrase extraction in scientific publications. Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, pages 317-326, 2007.
10. N. Roberts. The pre-history of the information retrieval thesaurus. J. of Documentation, 40:271-285(15), 1984.
11. P. K. Shah, C. Perez-Iratxeta, P. Bork, and M. A. Andrade. Information extraction from full text scientific articles: where are the keywords? BMC Bioinformatics, 4(1), 2003.
12. T. Tomokiyo and M. Hurst. A language model approach to keyphrase extraction. In Proc. ACL 2003 Workshop on Multiword expressions, 2003.
13. P. D. Turney. Learning algorithms for keyphrase extraction. Information Retrieval, 2:303-336, 2000.
14. J. Wang and H. Peng. Keyphrases extraction from web document by the least squares support vector machine. In Web Intelligence '05, 2005.
15. I. H. Witten, G. W. Paynter, E. Frank, C. Gutwin, and C. G. Nevill-Manning. KEA: practical automatic keyphrase extraction. In DL '99, 1999.