Machine learning (ML) algorithms have proven highly accurate for identifying Randomized Controlled Trials (RCTs) but are not used much in practice, in part because the best way to make use of the technology in a typical workflow is unclear. In this work, we evaluate ML models for RCT classification (support vector machines, convolutional neural…

Purpose: The paper aims to assess the utility of non-agriculture-specific information systems, databases, and respective controlled vocabularies (thesauri) in organising and retrieving agricultural information. The purpose is to identify thesaurus-linked tree structures, controlled subject headings/terms (heading words, descriptors), and principal…

The efficacy of video-based sign language (SL) navigation aids to improve Web search for Deaf Signers was tested by two experiments. Experiment 1 compared 2 navigation aids based on text hyperlinks linked to embedded SL videos, which differed in the spatial contiguity between the text hyperlink and SL video (contiguous vs. distant). Deaf Signers'…

Libraries spend countless hours developing websites to connect users and resources. However, how much do we really know about what website terminology and features are meaningful to our patrons? And how can we best organize websites to facilitate access to resources? This article examines these questions by presenting a case study of a…

Explores the potential usefulness of the Library of Congress Classification (LCC) system as a tool in online retrieval. Unique features of LCC are described and a theoretical analysis of its potentials and limitations in terms of subject browsing, enhanced vocabulary, and class number searching are presented. (CDD)

Techniques for building a world-wide information infrastructure by reverse engineering existing databases to link them in a hierarchical system of subject clusters to create an integrated database are explored. The controlled vocabulary of the Library of Congress Subject Headings is used to ensure consistency and group similar items. Each database…

Describes the role of browsing in online searching and difficulties encountered in attempting to browse call number indexes. The discussion covers the benefits of clustering class number ranges and strategies for overcoming the major problems related to Library of Congress classification use in an online catalog. (11 references) (CLB)

This paper discusses access to information about Southeast Asia on the Internet. The first section summarizes problems with the major Internet search engines and directories. Three broad categories of solutions to improve Internet searching and retrieval are suggested in the second section: (1) efforts to assist end users to use the search engines…

Despite often brief and superficial coverage in research reports, discussion of the processes through which qualitative data has been analysed in a particular project is an essential part of the recording of the work. A recent PhD thesis examining the information-seeking behaviour of young people described in some detail the procedures in this…

Explores aspects of information retrieval complexity, specifically the demands on users and information systems, using a proposed query as an example. Discusses previous writings on subject access, search strategies and retrieval potential, and classification as a retrieval tool. An appendix shows the subject headings assigned to books in a…

Examines the use of intelligence tutoring systems (ITS) instead of conventional computer-assisted instruction and computer-assisted learning. Discusses how data banks can be searched using closed, semi-closed, and open methods by means of Boolean methods and the Dewey system. (Author/AEF)

Presents criteria for evaluating and comparing Web search tools designed for children. Highlights include database size; accountability; categorization; search access methods; help files; spell check; URL searching; links to alternative search services; advertising; privacy policy; and layout and design. (LRW)

Results of a formative evaluation of a decision aid for students of taxonomic domains such as statistics or biology are reported. The tool, XPT-EASE, is designed to allow a student to search a taxonomy by traversing its branches in an arbitrary order, presumably the order simplest for the student, rather than by starting from the root node and…

CyberStacks(sm), a demonstration prototype World Wide Web information service, was established on the home page server at Iowa State University with the intent of facilitating identification and use of significant Internet resources in science and technology. CyberStacks(sm) was created in response to perceived deficiencies in early efforts to…

The growth in the size of the Internet has resulted in much effort being spent on indexing its contents. The most popular solutions are created by automatic methods, and although offering impressive coverage, they are disappointing where precision of meaning is required. Alternative services created by human beings arrange and index resources…