Recent Studies in Automatic Text Analysis and Document Retrieval
Journal of the ACM (JACM)
On the construction of effective vocabularies for information retrieval
SIGPLAN '73 Proceedings of the 1973 meeting on Programming languages and information retrieval
A statistical similarity measure
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Fast object partitioning using Stochastic learning automata
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Random and best-first document selection models
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Deterministic Learning Automata Solutions to the Equipartitioning Problem
IEEE Transactions on Computers
Two learning schemes in information retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Linear structure in information retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Optimum probability estimation based on expectations
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Towards interactive query expansion
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
A framework for effective retrieval
ACM Transactions on Database Systems (TODS)
A critical investigation of recall and precision as measures of retrieval system performance
ACM Transactions on Information Systems (TOIS)
A neural network for probabilistic information retrieval
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
Retrieval system evaluation using recall and precision: problems and answers
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
ACM Transactions on Information Systems (TOIS)
Combining model-oriented and description-oriented approaches for probabilistic indexing
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Some inconsistencies and misnomers in probabilistic information retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Query modification and expansion in a network with adaptive architecture
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
A probabilistic learning approach for document indexing
ACM Transactions on Information Systems (TOIS) - Special issue on research and development in information retrieval
Probabilistic retrieval based on staged logistic regression
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Integration of probabilistic fact and text retrieval
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
ACM Transactions on Information Systems (TOIS)
On modeling information retrieval with probabilistic inference
ACM Transactions on Information Systems (TOIS)
Some inconsistencies and misidentified modeling assumptions in probabilistic information retrieval
ACM Transactions on Information Systems (TOIS)
A network approach to probabilistic information retrieval
ACM Transactions on Information Systems (TOIS)
User-oriented document clustering: a framework for learning in information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
A machine learning approach in information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '85 Proceedings of the 8th annual international ACM SIGIR conference on Research and development in information retrieval
On the estimation of the number of desired records with respect to a given query
ACM Transactions on Database Systems (TODS)
Analysis of Effectiveness of Retrieval in Clustered Files
Journal of the ACM (JACM)
Effective Automatic Indexing Using Term Addition and Deletion
Journal of the ACM (JACM)
On the Construction of Feedback Queries
Journal of the ACM (JACM)
Term Weighting in Information Retrieval Using the Term Precision Model
Journal of the ACM (JACM)
Extended Boolean information retrieval
Communications of the ACM
Use of dynamic discrimination values in a document retrieval system
SIGIR '79 Proceedings of the 2nd annual international ACM SIGIR conference on Information storage and retrieval: information implications into the eighties
On the implementation of some models of document retrieval
SIGIR '79 Proceedings of the 2nd annual international ACM SIGIR conference on Information storage and retrieval: information implications into the eighties
A comparison of search term weighting: term relevance vs. inverse document frequency
SIGIR '81 Proceedings of the 4th annual international ACM SIGIR conference on Information storage and retrieval: theoretical issues in information retrieval
Incorporating different search models into one document retrieval system
SIGIR '81 Proceedings of the 4th annual international ACM SIGIR conference on Information storage and retrieval: theoretical issues in information retrieval
An approach to probabilistic retrieval
SIGIR '81 Proceedings of the 4th annual international ACM SIGIR conference on Information storage and retrieval: theoretical issues in information retrieval
Evaluation of the 2-Poisson model as a basis for using term frequency data in searching
SIGIR '83 Proceedings of the 6th annual international ACM SIGIR conference on Research and development in information retrieval
Some research problems in automatic information retrieval
SIGIR '83 Proceedings of the 6th annual international ACM SIGIR conference on Research and development in information retrieval
Set-based model: a new approach for information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
A term weighting model based on utility theory
SIGIR '80 Proceedings of the 3rd annual ACM conference on Research and development in information retrieval
A decision theory approach to optimal automatic indexing
SIGIR '82 Proceedings of the 5th annual ACM conference on Research and development in information retrieval
Framework for the development of an experimental mixed-mode message system
SIGIR '84 Proceedings of the 7th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '84 Proceedings of the 7th annual international ACM SIGIR conference on Research and development in information retrieval
A Probabilistic Framework for Vague Queries and Imprecise Information in Databases
VLDB '90 Proceedings of the 16th International Conference on Very Large Data Bases
Enhancing the Set-Based Model Using Proximity Information
SPIRE 2002 Proceedings of the 9th International Symposium on String Processing and Information Retrieval
Information Retrieval with Distributed Databases: Analytic Models of Performance
IEEE Transactions on Parallel and Distributed Systems
A blueprint for automatic indexing
ACM SIGIR Forum
Set-based vector model: An efficient approach for correlation-based ranking
ACM Transactions on Information Systems (TOIS)
Evolving local and global weighting schemes in information retrieval
Information Retrieval
A syntactically-based query reformulation technique for information retrieval
Information Processing and Management: an International Journal
Interpreting TF-IDF term weights as making relevance decisions
ACM Transactions on Information Systems (TOIS)
On event space and rank equivalence between probabilistic retrieval models
Information Retrieval
| Hi-index | 0.03 |
A great many automatic indexing methods have been implemented and evaluated over the last few years, and automatic procedures comparable in effectiveness to conventional manual ones are now easy to generate. Two drawbacks of the available automatic indexing methods are the absence of reliable linguistic inputs during the indexing process and the lack of formal, analytical proofs concerning the effectiveness of the proposed methods.The precision weighting procedure described in the present study uses relevance criteria to weight the terms occurring in user queries as a function of the balance between relevant and nonrelevant documents in which these terms occur; this approximates a semantic know-how of term importance. Formal mathematical proofs are given under well-defined conditions of the effectiveness of the method.