@article{ART001814354},
author={Suk-Hyung Hwang},
title={Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2013},
volume={18},
number={10},
pages={149-161}
TY - JOUR
AU - Suk-Hyung Hwang
TI - Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis
JO - Journal of The Korea Society of Computer and Information
PY - 2013
VL - 18
IS - 10
PB - The Korean Society Of Computer And Information
SP - 149
EP - 161
SN - 1598-849X
AB - In this paper, we propose a novel approach to construction of classification hierarchies for user tags of folksonomies, using WordNet-based Formal Concept Analysis tool, called TagLighter, which is developed on this research. Finally, to give evidence of the usefulness of this approach in practice, we describe some experiments on user tag data of Bibsonomy.org site. The classification hierarchies of user tags constructed by our approach allow us to gain a better and further understanding and insight in tagged data during information retrieval and data analysis on the folksonomy-based systems. We expect that the proposed approach can be used in the fields of web data mining for folksonomy-based web services, social networking systems and semantic web applications.
KW - Folksonomy;User Tag;WordNet;Formal Concept Analysis;Classification
DO -
UR -
ER -
Suk-Hyung Hwang. (2013). Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis. Journal of The Korea Society of Computer and Information, 18(10), 149-161.
Suk-Hyung Hwang. 2013, "Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis", Journal of The Korea Society of Computer and Information, vol.18, no.10 pp.149-161.
Suk-Hyung Hwang "Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis" Journal of The Korea Society of Computer and Information 18.10 pp.149-161 (2013) : 149.
Suk-Hyung Hwang. Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis. 2013; 18(10), 149-161.
Suk-Hyung Hwang. "Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis" Journal of The Korea Society of Computer and Information 18, no.10 (2013) : 149-161.
Suk-Hyung Hwang. Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis. Journal of The Korea Society of Computer and Information, 18(10), 149-161.
Suk-Hyung Hwang. Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis. Journal of The Korea Society of Computer and Information. 2013; 18(10) 149-161.
Suk-Hyung Hwang. Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis. 2013; 18(10), 149-161.
Suk-Hyung Hwang. "Construction of Hierarchical Classification of User Tags using WordNet-based Formal Concept Analysis" Journal of The Korea Society of Computer and Information 18, no.10 (2013) : 149-161.
