Document (#41650)

Author
Wang, Y.
Tai, Y.
Yang, Y.
Title
Determination of semantic types of tags in social tagging systems
Source
Knowledge organization. 45(2018) no.8, S.653-666
Year
2018
Abstract
The purpose of this paper is to determine semantic types for tags in social tagging systems. In social tagging systems, the determination of the semantic type of tags plays an important role in tag classification, increasing the semantic information of tags and establishing mapping relations between tagged resources and a normed ontology. The research reported in this paper constructs the semantic type library that is needed based on the Unified Medical Language System (UMLS) and FrameNet and determines the semantic type of selected tags that have been pretreated via direct matching using the Semantic Navigator tool, the Semantic Type Word Sense Disambiguation (STWSD) tools in UMLS, and artificial matching. And finally, we verify the feasibility of the determination of semantic type for tags by empirical analysis.
Content
DOI:10.5771/0943-7444-2018-8-653.
Theme
Social tagging
Wissensrepräsentation
Field
Medizin
Object
UMLS
FrameNet

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