DocumentCode :
3148334
Title :
Measuring User Prestige and Interaction Preference on Social Network Site
Author :
Huang, Lailei ; Xia, Zhengyou
Author_Institution :
Coll. of Inf. Sci. & Technol., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear :
2009
fDate :
1-3 June 2009
Firstpage :
1161
Lastpage :
1166
Abstract :
Measuring user\´s prestige and interaction preference is an important issue for social network site implementer. To address this problem, an empirical study based on xiaonei.com is conducted. In this work, we introduce the "interaction prestige" metrics based on the observation of user\´s interaction features. Users with distinct levels of "interaction prestige" are grouped into different categories by a clustering algorithm and named as "outgoing", "reciprocal" and "incoming" type respectively. We demonstrate that the "interaction prestige" of users is related with other prestige metrics including "virtual prestige", "social prestige" and "structural prestige". Further more, the chi-square test for independence shows that there exist significant communication patterns among the identified types of users. We observe that users tend to choose those with high interaction prestige and opposite gender as their communication partner.
Keywords :
data mining; human computer interaction; pattern clustering; social networking (online); chi-square test; communication partner; gender; incoming clustering algorithm; interaction preference; interaction prestige metrics; outgoing clustering algorithm; reciprocal clustering algorithm; social network site implementer; social prestige; structural prestige; virtual prestige; data collection; data mining; interaction prestige; social network analysis; social network site;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Information Science, 2009. ICIS 2009. Eighth IEEE/ACIS International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3641-5
Type :
conf
DOI :
10.1109/ICIS.2009.106
Filename :
5223345
Link To Document :
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