An Efficient and Effective Algorithm for Hierarchical Classification of Search Results

Khodra, Masayu Leylia (2007) An Efficient and Effective Algorithm for Hierarchical Classification of Search Results. Proceedings of the International Conference On Electrical Engineering and Informatics. (Submitted)

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Abstract

This paper presents an efficient yet effective algorithm to hierarchically organize search results. Rather than using clustering technique, this paper employs domain ontology in order to obtain better hierarchical classification. Domain ontology defines information architecture in a specific domain. The hierarchical classification process consists of two stages. First, in off-line mode, a classifier is employed to determine category in ontology that is similar to a Webpage. Second, when processing a user’s search query, all search results are hierarchically categorized using the classification scheme provided in the metadata of retrieved documents.

Item Type: Article
Uncontrolled Keywords: Effective Algorithm; Hierarchical Classification
Subjects: A General Works > AI Indexes (General)
Divisions: Fakultas Ilmu Komputer dan Teknologi Informasi > Program Studi Sistem Informasi
Depositing User: Mr Reza Chandra
Date Deposited: 25 Feb 2014 00:14
Last Modified: 25 Feb 2014 00:14
URI: http://repository.gunadarma.ac.id/id/eprint/11

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