Provides an overview of current image retrieval systems. Describes the architecture of the SOFM (Self Organizing Feature Maps) based image retrieval system, discussing the system architecture and features. Introduces the Kohonen model, and describes the implementation details of SOFM computation and its learning algorithm. Presents a test example…

The study has applied speech recognition and text-mining technologies to a set of recorded outbound marketing calls and analyzed the results. Since speaker-independent speech recognition technology results in a significantly lower recognition rate than that found when the recognizer is trained for a particular speaker, a number of post-processing…

Describes Pharos, a prototype that automatically classifies and summarizes Internet newsgroups using the Library of Congress Classification (LCC) scheme. Topics addressed include the methodology of collection summarization and selection, constructing an online LCC outline, evaluation, limitations of the system, and classification of nontextual…

This article provides an empirical evaluation of an indexing technology, topic maps (ISO 13250), in the context of an academic task in a higher education context. Topic maps are a form of indexing that define and display the interrelationships between various topics in a given domain, as well as anchor these topics to specific resources that help…

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)

Librarians and information scientists have debated whether traditional cataloging methods can bring order to the Internet. Reviews literature on alternative strategies for organizing and accessing information resources on the Internet that incorporate some aspect of traditional library expertise, including library catalogs, subject trees,…

Reviews the literature on legal information systems/CALR (computer-assisted legal research) and law office automation, including legal expert systems and information technology applications relevant to legal education and courts. The new phenomenon of Internet use in the field of law is also discussed. Contains 128 references. (AEF)

Advances in computers and information technology have created huge potentials for cataloging staff to increase efficiency and accuracy, reorganize the work force, change the workflow, streamline costs, and provide better services to patrons. Based on the practices at the University of Nebraska-Lincoln (UNL), this paper discusses what a librarian…