Presents a technique for dividing text into field-coherent passages based upon extracting field-associated words or phrases from the text by determining how topics grow, shrink and shift from sentence to sentence. Proposes measures of topic continuity and transition and suggests how those may be used to find the passage boundaries. (Author/LRW)

Describes an approximate document ranking process that uses a compact array of in-memory, low-precision approximations for document length. Combined with another rule for reducing the memory required by partial similarity accumulators, the approximation heuristic allows the ranking of large document collections using less than one byte of memory…

Presents a compilation of definitions of information and other related terms including data, knowledge, impact, and development to organize and interrelate them. The goal is to provide members of the information science profession with a common basis for referring to key concepts. (Author/LRW)

Presents a relevance-feedback strategy that improves the effectiveness of information-retrieval systems based on back-propagation of the relevance of retrieved documents using an algorithm developed in a neural approach. Describes a neural information-retrieval model and reports results obtained with the algorithm in three different environments.…

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)

Analyzes relevance assessments of topical descriptors for bibliographic records for two dimensions: (1) a vertical conceptual hierarchy of broad to narrow descriptors, and (2) a horizontal linkage of related terms. The data were analyzed for a semantic distance and semantic direction effect as postulated by the Semantic Distance Model. (Author/LRW)

Discussion of data storage technology for multimedia materials highlights a new signature file method that divides files into variable-sized vertical frames to optimize response time using partial query evaluation. Real data experiments that tested the response time are reported, and future work is discussed. (Author/LRW)

Examines four working steps from an empirical model where an expert abstractor discovers what a paper is about and drafts a topic sentence; a simulation system is developed using this model. Discusses knowledge processing activities of professional summarizing. Results indicate that a small simulation model of professional summarizing is feasible.…

Describes a system that performs automatic summaries of news from a large commercial news service encompassing 41 different publications. This system was compared to a system that used only the lead sentences of the texts. Lead-based summaries significantly outperformed the sentence-selection summaries. (AEF)

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 a method of selective information presentation exemplified by an editor that produces an encyclopedia based on source articles, and needs access to dynamically-selected aspects of the articles for editorial decision making. Presents a system that provides a generic basis for summarization by building multilingual, genre-driven automatic…

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…

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,…

Describes and evaluates a system that selects key information from an event database by reasoning about event frequencies, frequencies of relations between events, and domain-specific importance measures. The system aggregates similar information and plans a summary tailored to a stereotypical user. (AEF)

Discusses cross-language, multilingual, and bilingual information retrieval on the Web; evaluates retrieval effectiveness of indexing and search strategies based on test collections from CLEF (Cross-Language Evaluation Forum) in English, French, German, and Italian; and suggests and evaluates database merging strategies. Appendices include…