Document (#11258)

Author

Cheng, P.T.K.
Wu, A.K.W.

Title

ACS: an automatic classification system

Source

Journal of information science. 21(1995) no.4, S.289-299

Year

1995

Abstract

In this paper, we introduce ACS, an automatic classification system for school libraries. First, various approaches towards automatic classification, namely (i) rule-based, (ii) browse and search, and (iii) partial match, are critically reviewed. The central issues of scheme selection, text analysis and similarity measures are discussed. A novel approach towards detecting book-class similarity with Modified Overlap Coefficient (MOC) is also proposed. Finally, the design and implementation of ACS is presented. The test result of over 80% correctness in automatic classification and a cost reduction of 75% compared to manual classification suggest that ACS is highly adoptable

Theme

Automatisches Klassifizieren

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