Describes Features, an intelligent Web search engine that is able to perform real-time adaptive feature (i.e., keyword) and document learning. Explains how Features learns from users' document relevance feedback and automatically extracts and suggests indexing keywords relevant to a search query, and learns from users' keyword relevance feedback…

Discusses subject gateway sites and commercial search engines for the Web and presents an explanation of Google's PageRank algorithm. The principle question addressed is the conditions under which a gateway site will increase the likelihood that a target page is found in search engines. (LRW)

Discusses the use of contextual information for identifying and understanding users' information needs and presents an approach that has potential for studying Web users' search contexts by automatically grouping a user's consecutive search activities on the same search topic into one session, based in part on statistical data from Web search…

Presents a query categorization approach to automatically classifying Web query terms into broad subject categories to provide in-depth analysis of users' search interests. Describes a test on search engine logs in Taiwan that shows the approach is efficient in dealing with large numbers of queries. (Author/LRW)

Describes the development of Java-based software to use controlled vocabularies and subject headings in the cataloging of Web-based HTML articles on a subject-specific legal resources Web site. Topics include requirements for cataloging and for searching; data structure; software required; and metadata with Dublin Core requirements. (LRW)

Describes a management system developed by BT Laboratories (United Kingdom) that is based on ISO 9001 using the World Wide Web, a hypermedia system, and part of the Internet. Subject matter is presented as an alphabetical list of linked entries, numerous navigational techniques are available, and searching options function within an index file.…

Describes an automatic approach designed to improve the retrieval effectiveness of very short queries such as those used in Web searching based on the observation that stemming, which is designed to maximize recall, often results in depressed precision. Discusses pseudo-feedback and reranking documents based on unstemmed query terms in the…

Describes MusiCat, an experimental user interface designed in Denmark that reflects the different ways that patrons think when searching for musical material on the Web. Discusses technology versus content; search trees that use a hierarchy of subject terms; and usability testing. (LRW)

Describes a study that analyzed transaction logs of users of Excite, an Internet search service. Highlights include data on sessions (changes in queries, number of pages viewed, and relevance feedback), queries (number of search terms and the use of logic and modifiers), and terms (rank/frequency distribution); user characteristics; and failure…

Describes a study that was conducted to identify, describe, and analyze the document representations of Web sites revealed in the hit list of subject searches conducted by four search engines: AltaVista, infoseek Ultra, Lycos, and Open Text Index. Problems are discussed, and implications for Web page design are considered. (LRW)

Examines and compares multimedia Web searching by Excite and FAST search engine users in 2001. Highlights include audio and video queries; time spent on searches; terms per query; ranking of the most frequently used terms; and differences in Web search behaviors of U.S. and European Web users. (Author/LRW)

Reviews and analyzes selected Web sites that use standard library classification schemes or controlled vocabularies to enhance access to Web information sources. Profiles common elements of many sites and the structural and navigational approaches incorporated with select sites. Includes an appendix of sites that use standard classification…

Presents a template for teaching traditional library research and one for incorporating the Web. Highlights include the differences between directories and search engines; devising search strategies; creating search terms; how to choose search engines; evaluating online resources; helpful Web sites; and how to read URLs to evaluate a Web site's…

Explains desktop metasearch engines, which search the databases of several search engines simultaneously. Reviews two particular versions, the Copernic 2001 Pro and the BullsEye Pro 3, comparing costs, subject categories, display capabilities, and layout for presenting results. (LRW)

Proposes a model that assists in understanding indexing on the World Wide Web and presents an experiment assessing the validity of Inverse Document Frequency (IDF) as a term weighting strategy for Web documents. Findings indicate that IDF scores are not stable in the heterogeneous and dynamic context of the Web. (Author/AEF)