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Salton, Gerard – Journal of the American Society for Information Science, 1972
The role of the generality effect in retrieval system evaluation is assessed, and evaluation results are given for the comparison of several document collections of distinct size and generality in the areas of documentation and aerodynamics. (14 references) (Author)
Descriptors: Databases, Documentation, Evaluation, Evaluation Methods

Salton, Gerard; Buckley, Christopher – Information Processing and Management, 1988
Summarizes the experimental evidence that indicates that text indexing systems based on the assignment of appropriately weighted single terms produce retrieval results superior to those obtained with more elaborate text representations, and provides baseline single term indexing models with which more elaborate content analysis procedures can be…
Descriptors: Automatic Indexing, Comparative Analysis, Content Analysis, Information Retrieval
Salton, Gerard – 1969
Several algorithms were investigated which would allow a user to interact with an automatic document retrieval system by requesting relevance judgments on selected sets of documents. Two viewpoints were taken in evaluation. One measured the movement of queries toward the optimum query as defined by Rocchio; the other measured the retrieval…
Descriptors: Computer Science, Information Retrieval, Information Science, Information Storage
Salton, Gerard – J Amer Soc Inform Sci, 1970
Descriptors: Automation, Data Processing, Foreign Language Periodicals, Information Retrieval
Salton, Gerard – 1968
As the fourteenth report in a series describing research in automatic information storage and retrieval, this document covers work carried out on the SMART project for approximately one year (summer 1967 to summer 1968). The document is divided into four main parts: (1) SMART systems design, (2) analysis and search experiments, (3) user feedback…
Descriptors: Automation, Comparative Analysis, Computer Programs, Evaluation

Salton, Gerard – Journal of the American Society for Information Science, 1987
Briefly reviews early work in documentation and text processing, and predictions that were made about the creative role of computers in information retrieval. An attempt is made to explain why these predictions were not fulfilled and conclusions are drawn regarding the limits of computer power in text retrieval applications. (Author/CLB)
Descriptors: Automatic Indexing, Documentation, Information Retrieval, Information Technology

Salton, Gerard; And Others – Information Processing & Management, 1997
Discussion of the use of information retrieval techniques for automatic generation of semantic hypertext links focuses on automatic text summarization. Topics include World Wide Web links, text segmentation, and evaluation of text summarization by comparing automatically generated abstracts with manually prepared abstracts. (Author/LRW)
Descriptors: Abstracts, Automation, Comparative Analysis, Evaluation Methods

Salton, Gerard; And Others – Information Processing and Management, 1990
Summarizes various linguistic approaches proposed for document analysis in information retrieval environments. Topics discussed include syntactic analysis; use of machine-readable dictionary information; knowledge base construction; the PLNLP English Grammar (PEG) system; phrase normalization; and statistical and syntactic phrase evaluation used…
Descriptors: Automatic Indexing, Computer Software, Databases, Dictionaries
Salton, Gerard – 1972
A comparison was made of the performance in an automatic information retrieval environment of user queries and document abstracts available in natural language form in both English and French. The results obtained indicate that the automatic indexing and retrieval techniques actually used appear equally effective in handling the query and document…
Descriptors: Abstracts, Automatic Indexing, Automation, English
Salton, Gerard – 1972
The current library environment is first examined, and an attempt is made to explain why the standard approaches to the library problem have been less productive than had been anticipated. A new design is then introduced for modern library operations based on a two-fold strategy: on the input side, the widest possible utilization should be made of…
Descriptors: Indexing, Information Retrieval, Information Storage, Library Collections

Salton, Gerard – Journal of the American Society for Information Science, 1985
Discusses the relationship between information science research and practice and briefly describes current research on 10 topics in information retrieval literature: vector processing retrieval strategy, probabilistic retrieval models, inverted file procedures, relevance feedback, Boolean query formulations, front-end procedures, citation…
Descriptors: Information Retrieval, Information Science, Research Projects, Scientific Research

Salton, Gerard; And Others – Information Processing & Management, 1996
Text similarity measurements are used to determine relationships between natural-language texts and text excerpts. The resulting linked hypertext maps can be broken down into text segments and themes used to identify different text types and structures, leading to improved information access and utilization. Examples are provided for text…
Descriptors: Access to Information, Automation, Hypermedia, Information Processing
Salton, Gerard – 1974
The twenty-second in a series, this report describes research in information organization and retrieval conducted by the Department of Computer Science at Cornell University. The report covers work carried out during the period summer 1972 through summer 1974 and is divided into four parts: indexing theory, automatic content analysis, feedback…
Descriptors: Algorithms, Computer Programs, Computer Science, Content Analysis
Salton, Gerard – 1975
This book provides an introduction to automated information services: collection, analysis, classification, storage, retrieval, transmission, and dissemination. An introductory chapter is followed by an overview of mechanized processes for acquisitions, cataloging, and circulation. Automatic indexing and abstracting methods are covered, followed…
Descriptors: Abstracting, Cataloging, Cost Effectiveness, Indexing