Efficient keyword extraction for meaningful document perception

DocEng 2011 - Proceedings of the 2011 ACM Symposium on Document Engineering

Volumn , Issue , 2011, Pages 185-194

  Bohne, Thomas ^a   Rönnau, Sebastian ^a   Borghoff, Uwe M ^a  

^a BUNDESWEHR UNIVERSITY MUNICH   (Germany)

Author keywords

heuristic algorithm; information retrieval; keyword extraction; single document; text data mining

Indexed keywords

DOCUMENT COLLECTION; DOCUMENT INDEXING AND RETRIEVAL; DOCUMENT STRUCTURE; HELMHOLTZ PRINCIPLE; KEYWORD EXTRACTION; LARGE DATA; LEARNING PROCESS; LINGUISTIC FEATURES; REFERENCE DATA; SINGLE DOCUMENT; STOP WORD; TEXT DATA MINING;

HEURISTIC ALGORITHMS; SEARCH ENGINES;

INFORMATION RETRIEVAL;

EID: 80054778923     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2034691.2034732     Document Type: Conference Paper

References (30)

1. J. Allan, J. Carbonell, G. Doddington, J. Yamron, Y. Yang, B. Archibald, and M. Scudder. Topic Detection and Tracking Pilot Study Final Report. In Proc. of the DARPA Broadcast News Transcription and Understanding Workshop, 1998.
2. th ACM sym. on Document engineering - DocEng '08, page 240, New York, NY, USA, Sept. 2008. ACM.
3. G. Amati and C. J. Van Rijsbergen. Probabilistic models of information retrieval based on measuring the divergence from randomness. ACM Trans. Inf. Syst., 20:357-389, October 2002.
4. E. D. Avanzo, B. Magnini, and A. Vallin. Keyphrase Extraction for Summarization Purposes: The LAKE System at DUC-2004. In Document Understanding Conferences, Boston, USA, 2004.
5. th ACM symp. on Document engineering, DocEng '10, page 283, New York, NY, USA, 2010. ACM.
6. R. Barzilay and M. Elhadad. Using Lexical Chains for Text Summarization, 1997.
7. th ann. int. ACM SIGIR conf. on Research and development in information retrieval - SIGIR '01, pages 406-407, New York, NY, USA, Sept. 2001. ACM.
8. th ann. int. conf. on Research and development in information retrieval - SIGIR '04, page 49, New York, NY, USA, July 2004. ACM.
9. W. Feller. An Introduction to Probability Theory and Its Applications, Vol. 2. Wiley, 1967.
10. E. Frank, G. W. Paynter, I. H. Witten, C. Gutwin, and C. G. Nevill-Manning. Domain-Specific Keyphrase Extraction. In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, IJCAI '99, pages 668-673. Morgan Kaufmann Publishers Inc., July 1999.
11. Q. He, K. Chang, E.-P. Lim, and A. Banerjee. Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 32(10):1795-1808, 2010.
12. M. A. Hearst. TextTiling: Segmenting Text into Multi-paragraph Subtopic Passages. Computational Linguistics, 1997.
13. st Hawaii Int. Conf. on System Sciences, pages 1-10, 2008.
14. S. Jones. A statistical interpretation of term specificity and its application in retrieval. Journal of Documentation, 28(1):11-21, 1972.
15. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of the ACM, 46(5):604-632, Sept. 1999.
16. th Int. Conf. on Extending Database Technology Advances in Database Technology - EDBT '09, EDBT '09, page 1132, New York, NY, USA, 2009. ACM.
17. th ACM symp. on Document engineering - DocEng '08, page 199, New York, NY, USA, 2008. ACM.
18. th int. conf. on World Wide Web, WWW '07, pages 1203-1204, New York, NY, USA, 2007. ACM.
19. M. Litvak and M. Last. Graph-based keyword extraction for single-document summarization. In MMIES '08 Proc. of the Workshop on Multi-source Multilingual Information Extraction and Summarization, pages 17-24, Aug. 2008.
20. T. Pagerank, C. Ranking, and B. Order. The PageRank Citation Ranking: Bringing Order to the Web. World Wide Web Internet And Web Information Systems, pages 1-17, 1998.
21. S. Rönnau and U. Borghoff. Xcc: change control of xml documents. Computer Science - Research and Development, pages 1-17, 2010. 10.1007/s00450-010-0140-2.
22. A. Singhal. Modern Information Retrieval : A Brief Overview. IEEE Data Engineering Bulletin 24, pages 35-43, 2001.
23. Z. Teng, Y. Liu, F. Ren, S. Tsuchiya, and F. Ren. Single document summarization based on local topic identification and word frequency. In Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on, pages 37 -41, oct. 2008.
24. P. D. Turney. Learning algorithms for keyphrase extraction. Inf. Retr., 2:303-336, May 2000.
25. th Int. Conf. on Intelligent Systems Design and Applications, pages 389-394. Ieee, Nov. 2008.
26. X. Wan and J. Xiao. Exploiting neighborhood knowledge for single document summarization and keyphrase extraction. ACM Transactions on Information Systems, 28(2):1-34, May 2010.
27. D. Watters. Meaninful Clouds: Towards a Novel Interface for Document Visualization, 2009.
28. th ACM conf. on Digital libraries - DL '99, pages 254-255, New York, NY, USA, Aug. 1999. ACM.
29. G. Xexeo, F. Morgado, and P. Fiuza. Differential Tag Clouds: Highlighting Particular Features in Documents. In 2009 IEEE/WIC/ACM Int. Joint Conf. on Web Intelligence and Intelligent Agent Technology, pages 129-132. IEEE, Sept. 2009.
30. C. Yang. Discovering Event Evolution Graphs From News Corpora. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 39(4):850-863, July 2009.