Title :
Extended Generalized Blockmodeling for Compound Communities and External Actors
Author :
Brendel, Radoslaw ; Krawczyk, Henryk
Author_Institution :
Gdansk Univ. of Technol., Gdansk, Poland
Abstract :
Some social communities evident their own unique internal structure. In the paper we consider social communities composed of several cohesive subgroups which we call compound communities. For such communities, an extended generalized blockmodeling is proposed, taking into account the structure of compound communities and relations with external actors. Using the extension, the community protection approach is proposed and used in detection of spam directed towards an e-mail local society.
Keywords :
social aspects of automation; social networking (online); unsolicited e-mail; community protection; compound communities; e-mail local society; extended generalized blockmodeling; social communities; Clustering algorithms; Communities; Computer networks; Displays; Electronic mail; Information analysis; Protection; Security; Social network services; Tin; compound community; generalized blockmodeling; social networks; spam;
Conference_Titel :
Computational Aspects of Social Networks, 2009. CASON '09. International Conference on
Conference_Location :
Fontainbleu
Print_ISBN :
978-1-4244-4613-1
DOI :
10.1109/CASoN.2009.32