A comparison of local analysis, global analysis and ontology-based query expansion strategies for bio-medical literature search

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 4, Issue , 2006, Pages 3441-3446

  Xu, Heng ^a   Zhu, Weizhong ^a   Zhang, Xiaodan ^a   Hu, Xiaohua ^a   Song, Il Yeol ^a  

^a Drexel University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ONTOLOGY; QUERY LANGUAGES; SEARCH ENGINES;

GENOMICS; GLOBAL ANALYSIS; QUERY EXPANSION;

BIOMEDICAL ENGINEERING;

EID: 34548131641     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2006.384651     Document Type: Conference Paper

References (14)

1. Agrawal, R., et al., Database Mining: A Performance Perspective', IEEE Transactions on Knowledge and Data Engineering, Special Issue on Learning and Discovery in Knowledge-Based Databases, December 1993.
2. Agrawal, R., et al, Fast Discovery of Association Rules, Advances in Knowledge Discovery and Data Mining, U. Fayyad. et al., Editors, 1995, AAAI/MIT Press.
3. Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K. and Harshman, R. J., Indexing by Latent Semantic Analysis, Journal of the American Society for Information Science, 41 (6) 1990, 391-407.
4. Guo, Y., Harkema, H., and Gaizauskas, R., Sheffield University and the TREC 2004 Genomics Track: Query Expansion Using Synonymous Terms, 13th Text Retrieval Conference (TREC 2004).
5. Hu, X. and Xu, X., Mining Novel Connections from Online Bio-medical Text Databases Using Semantic Query Expansion and Semantic-relationship pruning, International Journal of Web and Grid Services, Volume 1, Issue 2, 2005, 222-239.
6. Leroy, G., and Chen, H., Meeting Medical Terminology Needs: The Ontology-Enhanced Medical Concept Mapper, IEEE Transactions on Information Technology in Biomedicine, 2001, 5(4), 261-270.
7. Savasere, A., Omiecinski, E., Navathe, S. An Efficient Algorithm for Mining Association Rules in Large Databases. VLDB 1995: 432-444
8. Xu, J. and Croft, W., Query Expansion Using Local and Global Document Analysis, In Proceedings of ACM SIGIR, 1996.
9. Xu, J. and Croft, W.B., Improving the Effectiveness of Information Retrieval with Local Context Analysis, ACM Transactions on Information Systems, 18(1), 79-112, 2000.
10. Zhu, W, Xu, X, Hu, X., Song, I., and Allen,R., Using UMLS-based Re-Weighting Terms as a Query Expansion Strategy, accepted by IEEE International Conference on Granular Computing, May10-12, 2006
11. http://LUCENE.apache.org/java/docs/api/index.html
12. http://ir.ohsu.edu/genomics/2004/protocol.html
13. http://www.cs.sfu.ca/~anoop/papers/pdf/trec2005_report.pdf
14. http://www.cs.cmu.edu/~lemur/1.9/tfidf.ps