An association thesaurus for information retrieval
作者： Yufeng Jing , W Bruce Croft , None
DOI:
关键词: Natural language 、 Computer science 、 Probabilistic inference 、 Construct (python library) 、 Information retrieval 、 Association (object-oriented programming) 、 Thesaurus (information retrieval) 、 Variety (linguistics) 、 Artificial intelligence 、 Natural language processing
摘要: Although commonly used in both commercial and experimental information retrieval systems, thesauri have not demonstrated consistent benefits for performance, it is difficult to construct a thesaurus automatically large text databases. In this paper, an approach, called PhraseFinder, proposed collection-dependent association using full-text document collections. The can be accessed through natural language queries INQUERY, system based on the probabilistic inference network. Experiments are conducted INQUERY evaluate different types of thesauri, constructed variety
acm.org参考文章(19)
Ira A. Monarch, David A. Evans, Kimberly Ginther-Webster, Robert G. Lefferts, Mary Hart, Automatic indexing using selective NLP and first-order thesauri RIAO '91 Intelligent Text and Image Handling - Volume 2. pp. 624- 643 ,(1991)
Clement T Yu, Chris Buckley, K Lam, Gerard Salton, A Generalized Term Dependence Model in Information Retrieval A Generalized Term Dependence Model in Information Retrieval. ,(1983)
G. Salton, C. T. Yu, C. Buckley, An evaluation of term dependence models in information retrieval international acm sigir conference on research and development in information retrieval. pp. 151- 173 ,(1982) , 10.5555/636713.636726
Donna Harman, Overview of the first TREC conference international acm sigir conference on research and development in information retrieval. pp. 36- 47 ,(1993) , 10.1145/160688.160692
James P. Callan, W. Bruce Croft, An evaluation of query processing strategies using the TIPSTER collection international acm sigir conference on research and development in information retrieval. pp. 347- 355 ,(1993) , 10.1145/160688.160761
Yonggang Qiu, Hans-Peter Frei, Concept based query expansion international acm sigir conference on research and development in information retrieval. pp. 160- 169 ,(1993) , 10.1145/160688.160713
C. T. Yu, W. Meng, S. Park, A framework for effective retrieval ACM Transactions on Database Systems. ,vol. 14, pp. 147- 167 ,(1989) , 10.1145/63500.63519
Jack Minker, Gerald A. Wilson, Barbara H. Zimmerman, An evaluation of query expansion by the addition of clustered terms for a document retrieval system Information Storage and Retrieval. ,vol. 8, pp. 329- 348 ,(1972) , 10.1016/0020-0271(72)90021-6
K.Sparck Jones, R.M. Needham, Automatic term classifications and retrieval Information Storage and Retrieval. ,vol. 4, pp. 91- 100 ,(1968) , 10.1016/0020-0271(68)90013-2
C.J. Crouch, An approach to the automatic construction of global thesauri Information Processing and Management. ,vol. 26, pp. 629- 640 ,(1990) , 10.1016/0306-4573(90)90106-C