Research Article
Measuring Bidirectional Subjective Strength of Online Social Relationship by Synthetizing the Interactive Language Features and Social Balance (Short Paper)
@INPROCEEDINGS{10.1007/978-3-030-12981-1_7, author={Baixiang Xue and Bo Wang and Yanshu Yu and Ruifang He and Yuexian Hou and Dawei Song}, title={Measuring Bidirectional Subjective Strength of Online Social Relationship by Synthetizing the Interactive Language Features and Social Balance (Short Paper)}, proceedings={Collaborative Computing: Networking, Applications and Worksharing. 14th EAI International Conference, CollaborateCom 2018, Shanghai, China, December 1-3, 2018, Proceedings}, proceedings_a={COLLABORATECOM}, year={2019}, month={2}, keywords={Social relationship Subjective strength Interactive language Balance theory}, doi={10.1007/978-3-030-12981-1_7} }- Baixiang Xue
Bo Wang
Yanshu Yu
Ruifang He
Yuexian Hou
Dawei Song
Year: 2019
Measuring Bidirectional Subjective Strength of Online Social Relationship by Synthetizing the Interactive Language Features and Social Balance (Short Paper)
COLLABORATECOM
Springer
DOI: 10.1007/978-3-030-12981-1_7
Abstract
In online collaboration, instead of the objective strength of social relationship, recent study reveals that the two participants can have different subjective opinions on the relationship between them, and the opinion can be investigated with their interactive language on this relationship. However, two participants’ bidirectional opinions in collaboration is not only determined by their interaction on this relationship, but also influenced by the adjacent third-party partners. In this work, we define the two participants’ opinions as the subjective strength of their relationship. To measure the bidirectional subjective strength of a social relationship, we propose a computational model synthetizing the features from participants’ interactive language and the adjacent balance in social network. Experimental results on real collaboration in Enron email dataset verify the effectiveness of the proposed model.
