Discussion of scholarly Web pages that are not accessible through standard search engines focuses on the development of automatic extraction techniques that combine lexical and syntactic analyses with heuristics. Topics include information analysis and extraction techniques; citation standards; publication index Web pages; and performance…

Proposes a mining process to automate author co-citation analysis based on the Web Citation Database, a data warehouse for storing citation indices of Web publications. Describes the use of agglomerative hierarchical clustering for author clustering and multidimensional scaling for displaying author cluster maps, and explains PubSearch, a…

Presents both theoretical and technical bases on which to build a "science of text visualization." The Spatial Paradigm for Information Retrieval and Exploration (SPIRE) text-visualization system, which images information from free-text documents as natural terrains, serves as an example of the "ecological approach" in its visual metaphor, its…

Reviews template mining research and shows how templates are used in World Wide Web search engines and metasearch engines for helping end-users generate natural language search expressions. Potential areas of application of template mining for extraction of information from digital documents are highlighted, and how such applications are used is…

Describes a system called CINDI (Concordia INdexing and DIscovery System) for cataloging and searching documents in a distributed virtual library. The document author registers metadata in the form of a semantic header that contains information on syntactic and semantic content, and an expert system fills the semantic header according to accepted…

Provides a basic definition of metadata, including the usefulness of metatags for online information retrieval and documentation. Defines the elements of the Dublin Core, the next level of metadata. Discusses how librarians can take advantage of metadata. Describes the Gateway to Educational Materials (GEM) Project whose goal is to use metadata to…

Discusses how to make the best choices for converting journals retrospectively to digital and online format. Results indicated that differences exist between the two disciplines examined--ecology and biochemistry--in the ages of literature used. Discusses possible screening methods before doing an extensive citation analysis of a discipline's…

Describes a model of information seeking/retrieval in which the user's quest is seen as a generalized abstract "response function" representing the user's response to the information delivered by the system. The concept of an information quest, "Q," is illustrated with data collected in the Ant World Project at Rutgers…

Researchers from the University of Washington, Microsoft Research, Boeing, and Risoe National Laboratory in Denmark have embarked on a project to explore the manifestations of Collaborative Information Retrieval (CIR) in work settings and to propose technological innovations and organizational changes that can support, facilitate, and improve CIR.…

The purpose of this exploratory study was to develop research methods to compare the effectiveness of two video browsing interface designs, or surrogates--one static (storyboard) and one dynamic (slide show)--on two distinct information seeking tasks (gist determination and object recognition). (AEF)

Defines data mining and the three categories of data mining models: classification, clustering, and associations and sequencing. Discusses how specific text mining, knowledge management, and search engine vendors are developing products that will take the Web to the next level. (AEF)

Describes an approach for linking geographically distributed collections of metadata so that they are searchable as a single collection. Describes the infrastructure, discusses advantages of using linked collections of authoritative metadata as an alternative to using a keyword-indexing search engine for resource discovery, and examines other…

When systems of ordering, such as classifications and thesauri, are used, two mappings are involved: objects (documents) in the collection and searchers' queries. Four means to achieve this are: relative indexes; syndetic structures; entry vocabulary indexes; and human intermediaries. These forms can supplement and augment each other. The…

In this study, it is indicated that there is a statistically significant semantic relationship between highly cited publications and their citing publications in comparison to highly cited publications with no citing relationship, within the same topic literature. Visualizing this set of data, however, shows that citation-based data represents…

Two major research streams of information science, bibliometric mapping and document retrieval combined in the literature visualization movement with the implementation of VIRI (visual information retrieval interface). The capability now exists to quickly map the citation images of thousands of persons through AuthorLink, to map displays of…