Compares two similarity measures for information retrieval in a document vector space, the distance-based and the angle-based, and presents a newly developed similarity measure based on both the distance and angle strengths of two compared objects. Introduces the concept of the iso-extent contour and then compares all three similarity measures.…

Presents a new corpus-based method for constructing a thesaurus based on lexical cooccurrence. Each word is represented as a vector in a multi-dimensional space that captures cooccurrence, and a similarity measure compares these vectors. Two methods for using these thesaurus vectors in information retrieval are described. (Author/LRW)

Considers relevance and recall as measures of the effectiveness of information retrieval systems. Highlights include relevance judgments and information retrieval, including experiments with test collections; information retrieval and assessment of recall; and a comparison of two retrieval mechanisms using a new set of relevance judgments designed…

Critically contrasts the three main schools of thought on knowledge and assesses the resulting implications for knowledge management. Presents a conceptual model to integrate theoretical and practical themes to serve as a framework for developing a future research agenda for the development of knowledge management business tools and applications.…

Discusses reuse of existing software for new purposes as a key aspect of efficient software engineering by matching formal written requirements used to define the new and the old software. Explores two matching methodologies that use information retrieval techniques and describes test results from a comparison of two military systems. (Author/LRW)

Examines previous research on keyword-search techniques and evaluates a keyword classification scheme. Compiled a list of 1056 management information systems (MIS) keywords from 14,676 articles in 27 (MIS) journals and compared it to an existing list (Barki). Concludes that a comprehensive keyword-classification system is needed for enhanced MIS…

Discussion of image database systems focuses on semantic queries and shows how an image is abstracted into a hierarchy of entity names and features; how relations are established between entities visible in the image; and how a "fuzzy" matching technique is used to compare semantic queries to image abstractions. (Author/LRW)

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)

Discussion of information retrieval, query optimization techniques, and relevance feedback focuses on genetic algorithms, which are derived from artificial intelligence techniques. Describes an evaluation of different genetic algorithms using a residual collection method and compares results with the Ide dec-hi method (Salton and Buckley, 1990…

Discussion of information filtering (IF) and information retrieval focuses on the use of an artificial neural network (ANN) as an alternative method for both IF and term selection and compares its effectiveness to that of traditional methods. Results show that the ANN relevance prediction out-performs the prediction of an IF system. (Author/LRW)

Presents results of a content analysis of journal articles discussing management information systems (MIS) that was conducted to identify, classify, and prioritize the key issues; to perform a trend analysis; and to compare results with previous studies. Twenty-six key issues are ranked according to frequency of occurrence. Contains 52 references.…

Document retrieval tasks composed of human relevance judgments need test sets that allow comparison of human retrieval and automated retrieval and that place absolute limits on performance by any method. Results suggest that it should be possible to improve retrieval system performance within recommended limits by incorporating specific subject…

Presents two methods for evaluating automatically generated hypertext links: one is based on correlations between shortest paths in the hypertext structure and a semantic similarity measure, and the other is based on measuring users' performances using hypertext. Advantages and disadvantages of computer versus human evaluation are discussed.…

Investigates the application of a relevance ranking technique, cover density ranking that is based on term proximity and cooccurrence for information retrieval on the World Wide Web that augments coordination ranking when one to three search terms are used. Compares cover density ranking with standard ranking methods and discusses implementation…

Discussion of disparities between developed and developing nations and the influence of information technology focuses on the newly industrializing countries of South Korea, Singapore, and Taiwan and their development of the information sectors as strategic industries to gain international competitiveness. Topics include information activities,…