A hybrid approach to faceted classification based on analysis of descriptor suffixes | Zendy

Loehrlein Aaron | Zendy; Jacob Elin K. | Zendy; Yang Kiduk | Zendy; Lee Seungmin | Zendy; Yu Ning | Zendy

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A hybrid approach to faceted classification based on analysis of descriptor suffixes

Author(s) -

Loehrlein Aaron,

Jacob Elin K.,

Yang Kiduk,

Lee Seungmin,

Yu Ning

Publication year - 2005

Publication title -

proceedings of the american society for information science and technology

Language(s) - English

Resource type - Journals

eISSN - 1550-8390

pISSN - 0044-7870

DOI - 10.1002/meet.14504201204

Subject(s) - computer science , lexicon , vocabulary , heuristics , component (thermodynamics) , process (computing) , natural language processing , heuristic , artificial intelligence , facet (psychology) , word (group theory) , linguistics , programming language , psychology , social psychology , philosophy , physics , personality , big five personality traits , thermodynamics , operating system

This study explores the construction of a faceted vocabulary that can be used as a mechanism for organizing Web‐based resources. After analyzing the manual process of faceted vocabulary construction using existing organizational structures to identify heuristics for automating the construction process, we modeled a hybrid, semi‐automatic approach to facet generation that integrates the strengths of manual and automatic methods. This approach is based on the organization of terms according to the meanings of their suffixes. Although this heuristic could not usefully organize the majority of terms of the lexicon bases to which it was applied, it nevertheless shows promise as a component of hybrid classification.

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