@article{ART001837521},
author={Lee, Jae Yun},
title={A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2013},
volume={30},
number={4},
pages={241-264},
doi={10.3743/KOSIM.2013.30.4.241}
TY - JOUR
AU - Lee, Jae Yun
TI - A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET
JO - Journal of the Korean Society for Information Management
PY - 2013
VL - 30
IS - 4
PB - 한국정보관리학회
SP - 241
EP - 264
SN - 1013-0799
AB - This study compared and analyzed weighted network centrality measures supported by Opsahl’s tnet and Lee’s WNET, which are free softwares for weighted network analysis. Three node centrality measures including weighted degree, weighted closeness, and weighted betweenness are supported by tnet, and four node centrality measures including nearest neighbor centrality, mean association, mean profile association, triangle betweenness centrality are supported by WNET. An experimental analysis carried out on artificial network data showed tnet’s high sensitiveness on linear transformations of link weights, however, WNET’s centrality measures were insensitive to linear transformations. Seven centrality measures from both tools, tnet and WNET, were calculated on six real network datasets. The results showed the characteristics of weighted network centrality measures of tnet and WNET, and the relationships between them were also discussed.
KW - network analysis;centrality measures;weighted networks;tnet;WNET
DO - 10.3743/KOSIM.2013.30.4.241
ER -
Lee, Jae Yun. (2013). A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET. Journal of the Korean Society for Information Management, 30(4), 241-264.
Lee, Jae Yun. 2013, "A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET", Journal of the Korean Society for Information Management, vol.30, no.4 pp.241-264. Available from: doi:10.3743/KOSIM.2013.30.4.241
Lee, Jae Yun "A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET" Journal of the Korean Society for Information Management 30.4 pp.241-264 (2013) : 241.
Lee, Jae Yun. A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET. 2013; 30(4), 241-264. Available from: doi:10.3743/KOSIM.2013.30.4.241
Lee, Jae Yun. "A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET" Journal of the Korean Society for Information Management 30, no.4 (2013) : 241-264.doi: 10.3743/KOSIM.2013.30.4.241
Lee, Jae Yun. A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET. Journal of the Korean Society for Information Management, 30(4), 241-264. doi: 10.3743/KOSIM.2013.30.4.241
Lee, Jae Yun. A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET. Journal of the Korean Society for Information Management. 2013; 30(4) 241-264. doi: 10.3743/KOSIM.2013.30.4.241
Lee, Jae Yun. A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET. 2013; 30(4), 241-264. Available from: doi:10.3743/KOSIM.2013.30.4.241
Lee, Jae Yun. "A Comparison Study on the Weighted Network Centrality Measures of tnet and WNET" Journal of the Korean Society for Information Management 30, no.4 (2013) : 241-264.doi: 10.3743/KOSIM.2013.30.4.241
