Adaptive Automatic Classification on the Web

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11th International Workshop on Database and Expert Systems Applications (DEXA'00)

Greenwich, London, U.K.

September 06-September 08

ISBN: 0-7695-0680-1

	ASCII Text	x
	C. Jenkins, D. Inman, "Adaptive Automatic Classification on the Web," Database and Expert Systems Applications, International Workshop on, pp. 504, 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000.

	BibTex	x
	@article{ 10.1109/DEXA.2000.875074, author = {C. Jenkins and D. Inman}, title = {Adaptive Automatic Classification on the Web}, journal ={Database and Expert Systems Applications, International Workshop on}, volume = {0}, year = {2000}, issn = {1529-4188}, pages = {504}, doi = {http://doi.ieeecomputersociety.org/10.1109/DEXA.2000.875074}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Database and Expert Systems Applications, International Workshop on TI - Adaptive Automatic Classification on the Web SN - 1529-4188 SP EP A1 - C. Jenkins, A1 - D. Inman, PY - 2000 KW - information resources; adaptive automatic classification; World Wide Web; automatic classification; experimental software tools; automatic generation; classification scheme; pre-classified documents; internal representation; classification hierarchy; document filtering; classification vocabularies; extensible classification schemes; changing vocabularies VL - 0 JA - Database and Expert Systems Applications, International Workshop on ER -

C. Jenkins, Sch. of Comput. Inf. Syst. & Math., South Bank Univ., London, UK

D. Inman, Sch. of Comput. Inf. Syst. & Math., South Bank Univ., London, UK

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DEXA.2000.875074

The paper explores the motives and issues associated with automatic classification on the Web. Experimental software tools are introduced which enable the automatic generation of vocabularies, representing any given classification scheme, using pre-classified documents. An internal representation of the required classification hierarchy is automatically generated and subsequent documents are filtered through this hierarchy and automatically classified. The flexible, dynamic manner in which the classification vocabularies are defined creates an environment in which different collections of documents can be classified according to different, extensible classification schemes. Evolving changing vocabularies and hierarchies can be dynamically generated and modified over time.

Index Terms:

information resources; adaptive automatic classification; World Wide Web; automatic classification; experimental software tools; automatic generation; classification scheme; pre-classified documents; internal representation; classification hierarchy; document filtering; classification vocabularies; extensible classification schemes; changing vocabularies

Citation:

C. Jenkins, D. Inman, "Adaptive Automatic Classification on the Web," dexa, pp.504, 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

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