Another look at automatic text-retrieval systems
Communications of the ACM
Advanced feedback methods in information retrieval
Journal of the American Society for Information Science
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
The visual display of information in an information retrieval environment
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Improved subject access, browsing and scanning mechanisms in modern on-line IR
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
COREL: a conceptual retrieval system
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
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
User-specified domain knowledge for document 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
Performance of self-taught documents: exploiting co-relevance structure in a document collection
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
Semantic Road Maps for Literature Searchers
Journal of the ACM (JACM)
Computer Evaluation of Indexing and Text Processing
Journal of the ACM (JACM)
Foundations of Probabilistic and Utility-Theoretic Indexing
Journal of the ACM (JACM)
Extended Boolean information retrieval
Communications of the ACM
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
End user touch searching for cancer therapy literature: a rule based approach
SIGIR '83 Proceedings of the 6th annual international ACM SIGIR conference on Research and development in information retrieval
The unified probabilistic model for IR
SIGIR '82 Proceedings of the 5th annual ACM conference on Research and development in information retrieval
Dynamic document processing in clustered collections
Dynamic document processing in clustered collections
IR-NLI: an expert natural language interface to online data bases
ANLC '83 Proceedings of the first conference on Applied natural language processing
Automatic Information Organization and Retrieval.
Automatic Information Organization and Retrieval.
Probabilistic search term weighting - some negative results
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Experiments on incorporating syntactic processing of user queries into a document retrieval strategy
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Two learning schemes in information retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Planning in an expert system for automated information retrieval
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)
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Syntactic Structural Kernels for Natural Language Interfaces to Databases
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Text classification using small number of features
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Feature ranking fusion for text classifier
Intelligent Data Analysis
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Substantial successes were achieved in the early years in automatic indexing and retrieval using single term indexing theories with term weight assignments based on frequency considerations. The development of more refined indexing systems using thesaurus aids and automatically constructed term association maps changed the retrieval effectiveness only slightly. The recent introduction of the relevance concept in the form of probabilistic retrieval models provided a firm basis for term weighting and document ranking practices. However, the probabilistic methods were not helpful in substantially enhancing the retrieval effectiveness.At the present time, attempts are made to add artificial intelligence concepts to the document retrieval environment in the form of fancy graphics interfaces, learning systems for query and document indexing and for collection searching, extended logic models relating documents and information requests, and analysis methods based on the use of semantic maps and other kinds of knowledge structures. Using the earlier developments and evaluation results as guidelines, an attempt is made to outline the information retrieval environment of the future and to assess the usefulness of some of the currently proposed search and retrieval methods.