Group Profiling for Understanding Social Structures
Citations
55 citations
Cites background from "Group Profiling for Understanding S..."
...Besides activity, similarity between users is an important dimension in modeling individual users in groups [28], particularly given that, to a large extent, social media users tend to aggregate following the homophily principle [1]....
[...]
39 citations
Cites background from "Group Profiling for Understanding S..."
...Furthermore, the interpretation of overlapping groups or group profiling [33] is a meaningful task in practice....
[...]
30 citations
Cites methods from "Group Profiling for Understanding S..."
...However, in order to emphasize our perspective of integrating social media data into a BI environment, we use the term “social BI” for the remainder of the paper....
[...]
20 citations
16 citations
References
30,570 citations
"Group Profiling for Understanding S..." refers background in this paper
...Pairwise Link-LDA [Nallapati et al. 2008] essentially combines the topic model [Blei et al. 2003] and the mixed membership stochastic block model [Airodi et al. 2008] by sharing the same latent mixture of communities for both word topics and relation 15:22 L. Tang et al. topics....
[...]
25,546 citations
17,647 citations
"Group Profiling for Understanding S..." refers background in this paper
...INTRODUCTION Recently, a surge of work has reported statistical patterns presented in complex networks across many domains [Chakrabarti and Faloutsos 2006; Newman 2003]....
[...]
...Labs XUFEI WANG and HUAN LIU, Arizona State University The proli.c use of participatory Web and social networking sites is reshaping the ways in which people interact with one another....
[...]
17,104 citations
15,738 citations