Expert network: Effective and efficient learning from human decisions in text categorization and retrieval

Proceedings of the 17th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1994

Volumn , Issue , 1994, Pages 13-22

  Yang, Yiming ^a  

^a MAYO CLINIC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; LEAST SQUARES APPROXIMATIONS; TEXT PROCESSING;

AUTOMATIC CATEGORIZATION; CONDITIONAL PROBABILITIES; DOCUMENT COLLECTION; EFFICIENT COMPUTATION; LINEAR LEAST SQUARES; NATURAL LANGUAGE TEXT; PRACTICAL SOLUTIONS; RECALL AND PRECISION;

INFORMATION RETRIEVAL;

EID: 84984720462     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-1-4471-2099-5_2     Document Type: Conference Paper

References (15)

1. Hersh WR, Haynes RB. Evaluation of SAPHIRE: an automated approach to indexing and retrieving medical literature. Proc 15th Ann Symp Comp Applic Med Care 1991;15:808-812
2. Salton G. Development in Automatic Text Retrieval. Science 1991;253:974-980
3. Yang Y, Chute CG. A Linear Least Squares Fit mapping method for information retrieval from natural language texts. Proc 14th International Conference on Computational Linguistics (COLING 92) 1992;447-453
4. Harman D. Overview of the first TREC Conference. Proc 16th Ann Int ACM SIGIR Conference on Research and Development in Information Retrieval 1993;36-47
5. Hersh WR, Hickam DH, Leone TJ. Words, concepts, or both: optimal indexing units for automated information retrieval. Proc 16th Ann Symp Comp Applic Med Care 1992;16:644-648
6. Salton G, Buckley C. Improving retrieval performance by relevance feedback. J Amer Soc Inf Sci 1990;41(4):288-297
7. Fuhr N, Hartmann S, Lustig G, et al. AIR/X - a rule-based multistage indexing systems for large subject fields. Proceedings of the RIAO'91 1991;606-623
8. Yang Y, Chute CG. An application of Least Squares Fit Mapping to text information retrieval. Proc 16th Ann Int ACM SIGIR Conference on Research and Development in Information Retrieval 1993;281-290
9. Haines D., Croft B. Relevance Feedback and inference networks. Proc 16th Ann Int ACM SIGIR Conference on Research and Development in Information Retrieval 1993;2-11
10. Tzeras K, Hartmann S. Automatic indexing based on Bayesian inference networks. Proc 16th Ann Int ACM SIGIR Conference on Research and Development in Information Retrieval 1993;22-34
11. Wong S K M, Cai YJ. Computation of term associations by a neural network. Proc 16th Ann Int ACM SIGIR Conference on Research and Development in Information Retrieval 1993;107-115
12. Yang Y, Chute CG. An example-based mapping method for text categorization and retrieval. ACM Transaction on Information Systems 1994; in press
13. Yang Y, Chute CG. Words or Concepts: the Features of Indexing Units and their Optimal Use in Information Retrieval. Proc 11th Ann Symp Comp Applic Med Care 1993;17:685-689
14. Salton G. Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer. Addison-Wesley, Reading, Pennsylvania, 1989
15. Haynes R, McKibbon K, Walker C, Ryan N, Fitzgerald D, Ramsden M. Online access to MEDLINE in clinical settings. Ann. Int. Med. 1990;112:78-84