The paper addresses a problem of change identification in social group evolution. A new SGCI method for discovering of stable groups was proposed and compared with existing GED method. The experimental studies on a Polish blogosphere service revealed that both methods are able to identify similar evolution events even though both use different concepts. Some differences were demonstrated as well.
Description
IEEE Xplore - Identification of Group Changes in Blogosphere
%0 Conference Paper
%1 6425593
%A Gliwa, B.
%A Saganowski, S.
%A Zygmunt, A.
%A Brodka, P.
%A Kazienko, P.
%A Kozak, J.
%B Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on
%D 2012
%K community social
%P 1201-1206
%R 10.1109/ASONAM.2012.207
%T Identification of Group Changes in Blogosphere
%U http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6425593&queryText%3DIdentification+of+Group+Changes+in+Blogosphere
%X The paper addresses a problem of change identification in social group evolution. A new SGCI method for discovering of stable groups was proposed and compared with existing GED method. The experimental studies on a Polish blogosphere service revealed that both methods are able to identify similar evolution events even though both use different concepts. Some differences were demonstrated as well.
@inproceedings{6425593,
abstract = {The paper addresses a problem of change identification in social group evolution. A new SGCI method for discovering of stable groups was proposed and compared with existing GED method. The experimental studies on a Polish blogosphere service revealed that both methods are able to identify similar evolution events even though both use different concepts. Some differences were demonstrated as well.},
added-at = {2013-06-03T15:59:52.000+0200},
author = {Gliwa, B. and Saganowski, S. and Zygmunt, A. and Brodka, P. and Kazienko, P. and Kozak, J.},
biburl = {https://www.bibsonomy.org/bibtex/2140c82fd026681bb1f9e727fcbeb7a88/kibanov},
booktitle = {Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on},
description = {IEEE Xplore - Identification of Group Changes in Blogosphere},
doi = {10.1109/ASONAM.2012.207},
interhash = {37d62f2f4ca5087a01cdb95e8650e7ce},
intrahash = {140c82fd026681bb1f9e727fcbeb7a88},
keywords = {community social},
pages = {1201-1206},
timestamp = {2013-06-03T15:59:52.000+0200},
title = {Identification of Group Changes in Blogosphere},
url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6425593&queryText%3DIdentification+of+Group+Changes+in+Blogosphere},
year = 2012
}