Document (#41649)

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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5. Sauperl, A.: UDC and Folksonomies (2010) 0.20

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