PubSearch: a Web citation‐based retrieval system
- 1 September 2001
- journal article
- Published by Emerald Publishing in Library Hi Tech
- Vol. 19 (3) , 274-285
- https://doi.org/10.1108/eum0000000005889
Abstract
Many scientific publications are now available on the World Wide Web for researchers to share research findings. However, they tend to be poorly organised, making the search of relevant publications difficult and time-consuming. Most existing search engines are ineffective in searching these publications, as they do not index Web publications that normally appear in PDF (portable document format) or PostScript formats. Proposes a Web citation-based retrieval system, known as PubSearch, for the retrieval of Web publications. PubSearch indexes Web publications based on citation indices and stores them into a Web Citation Database. The Web Citation Database is then mined to support publication retrieval. Apart from supporting the traditional cited reference search, PubSearch also provides document clustering search and author clustering search. Document clustering groups related publications into clusters, while author clustering categorizes authors into different research areas based on author co-citation analysis.Keywords
This publication has 26 references indexed in Scilit:
- Self organization of a massive document collectionIEEE Transactions on Neural Networks, 2000
- Discovering relevant scientific literature on the WebIEEE Intelligent Systems and their Applications, 2000
- Data clusteringACM Computing Surveys, 1999
- Mapping the intellectual structure of information retrieval studies: an author co-citation analysis, 1987-1997Journal of Information Science, 1999
- Self-Organizing Maps of Very Large Document Collections: Justification for the WEBSOM MethodPublished by Springer Nature ,1998
- Multidimensional Scaling: Concepts and ApplicationsJournal of Marketing Research, 1991
- Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance systemNeural Networks, 1991
- Indexing by latent semantic analysisJournal of the American Society for Information Science, 1990
- Information retrievalACM SIGIR Forum, 1983
- Author cocitation: A literature measure of intellectual structureJournal of the American Society for Information Science, 1981