Suggests a new ranking scheme especially adapted for hypertext environments in order to produce more effective retrieval results and still use Boolean search strategies. Topics include Boolean ranking schemes; single-term indexing and term weighting; fuzzy set theory extension; and citation indexing. (64 references) (Author/LRW)

Provides an overview of this special issue on organizing resources on the Internet and discusses metadata. Topics include full-text indexing; adding additional data, or metadata; user needs; standard library cataloging; examples of the use of metadata; development of GEM (Gateway to Educational Materials); Dublin Core; and OCLC efforts. (LRW)

Examines trends in World Wide Web searching; reviews new search services; and describes changes in major Web search services. Highlights include commercial sites, subject access, target audience, custom interfaces, concept searching, and results lists. (LRW)

Explores the use of linear models and a combination of neural networks and linear classifiers to create a hybrid hierarchical mixture of experts (HME) model. Results confirm that using the hierarchical structure of the classification vocabulary improves categorization performance. (AEF)

Describes the digitization projects being undertaken by publishers to provide long runs of back issues of newspapers and journal articles, and the necessary indexing tools, to meet the need for older materials. Discusses search capabilities, links, the addition of metadata, and usage statistics. (LRW)

Describes the common and distinguishing features of coauthorship trends and patterns in selected science fields. Analyzes the relation between coauthorship schemes and other bibliometric features such as publication activity and citation impact; concludes that the extent of coauthorship varies among fields; and suggests implications for database…

Compares the implied ontological frameworks of the Open Archives Initiative Protocol for Metadata Harvesting and the World Wide Web Consortium's Semantic Web. Discusses current search engine technology, semantic markup, indexing principles of special libraries and online databases, and componentization and the distinction between data and…

Describes the advantages of a prototype retrieval system that uses statistically based ranked retrieval of records rather than traditional boolean methods, especially for end users. Several new techniques are also discussed including bit mapping, pruning, methods of building inverted files, and types of search engine. (26 references) (EAM)

Presents an approach to automatic matching and linkage of citations between databases which applied 14 coding techniques and measured their effectiveness in terms of efficiency of retrieval of duplicates with minimal false hits, reliability, and performance. (EAM)

Suggests the use of computers for the administrative tasks of departments and individual faculty members. Outlines the advantages of integrated software computer use. Details the strengths and weaknesses of specific computer programs. Provides examples of the application of computers to particular tasks. (RW)

Describes experiments that compared a new method for automatically analyzing semantic structures in text by statistical means with the standard vector space model. Findings indicate that combining both methods improved performance over either alone. The effects of other experimental variables on retrieval performance (term weighting, suffix…

Reviews previous work on producing knowledge by the use of information retrieval or classification schemes, and describes techniques by which hidden knowledge may be retrieved, i.e., serendipity in browsing and use of appropriate search strategies. Possible future methods based on relational indexing or artificial intelligence are also explored.…

Discusses the effect of including relevance data on the calculation of term discrimination values in bibliographic databases. Algorithms that calculate the ability of index terms to discriminate between relevant and non-relevant documents are described and tested. The results are discussed in terms of the relationship between term frequency and…

Discusses the need for a subject cataloging code in order to evaluate subject catalog effectiveness, take advantage of online technologies, and keep the subject headings list current. Impediments to a code, both practical and philosophical, are identified. Practical suggestions for improving subject cataloging without a theoretical code are…

Discusses the problems involved in assigning descriptors to works of art for online museum catalogs. The topics covered include the subjectivity of the analysis of art, factors that affect the cataloging of museum collections, and the online systems developed by various museums. (17 references) (CLB)