Susan Price
ABSTRACT
We introduce the notion of semantic components that occur in domain-specific documents, discuss use of semantic components to improve document retrieval in a domain-specific collection, and present the results of two case studies.
- Moens, M. Automatic indexing and abstracting of document texts. Kluwer Academic Publishers: Dorcrecht, The Netherlands, 2000.Google Scholar
- Hearst, M. and Plaunt, C. Subtopic structuring for full length document access. In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 59--68, Pittsburgh, PA, 1993. Google ScholarDigital Library
- Freund, L., Toms, E. G. and Clarke, C. L. Modeling task-genre relationships for IR in the workplace. In Proceedings of the 28th annual international ACM SIGIR conference on research and development in information retrieval SIGIR '05, Salvador, Brazil, August 2005. Google ScholarDigital Library
- Freund, L., Toms, E. G. and Waterhouse, J. Modeling the information behaviour of software engineers using a work-task framework. In ASIS&T '05 Proceedings of the 68th Annual Meeting, Charlotte, NC, October 28-Nov2, 2005.Google ScholarCross Ref
- Weaver, M., Delcambre, L. and Tolle, T. Metadata++: A Scalable Hierarchical Framework for Digital Libraries. In Proceedings of the ICADL 2003, p. 696, 2003.Google ScholarCross Ref
- Weaver, M. Enhancing a domain-specific digital library with metadata based on hierarchical controlled vocabularies. PhD Dissertation, Oregon Health & Science University, 2005. Google ScholarDigital Library
Index Terms
- Using semantic components to facilitate access to domain-specific documents in government settings
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