Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper)

Baixiang Xue; Bo Wang; Yanshu Yu; Ruifang He; Yuexian Hou; Dawei Song

doi:10.1007/978-3-030-12981-1_7

Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper)

Baixiang Xue
, Bo Wang^*
, Yanshu Yu
, Ruifang He
, Yuexian Hou
, Dawei Song

^*此作品的通讯作者

Tianjin University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

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.

源语言	英语
主期刊名	Collaborative Computing
主期刊副标题	Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings
编辑	Muddesar Iqbal, Yuyu Yin, Xinheng Wang, Honghao Gao
出版商	Springer Verlag
页	112-123
页数	12
ISBN（印刷版）	9783030129804
DOI	https://doi.org/10.1007/978-3-030-12981-1_7
出版状态	已出版 - 2019
已对外发布	是
活动	14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018 - Shanghai, 中国期限: 1 12月 2018 → 3 12月 2018

丛书

姓名	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
卷	268
ISSN（印刷版）	1867-8211

会议

会议	14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018
国家/地区	中国
市	Shanghai
时期	1/12/18 → 3/12/18

访问文件

10.1007/978-3-030-12981-1_7

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链接到 Scopus 的出版物

引用此

Xue, B., Wang, B., Yu, Y., He, R., Hou, Y., & Song, D. (2019). Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper). 在 M. Iqbal, Y. Yin, X. Wang, & H. Gao (版本), Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings (页码 112-123). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; 卷 268). Springer Verlag. https://doi.org/10.1007/978-3-030-12981-1_7

Xue, Baixiang ; Wang, Bo ; Yu, Yanshu 等. / Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper). Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings. 编辑 / Muddesar Iqbal ; Yuyu Yin ; Xinheng Wang ; Honghao Gao. Springer Verlag, 2019. 页码 112-123 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST).

@inproceedings{32fa237eddc140a2ab8b2fee10db487a,

title = "Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper)",

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{\textquoteright} 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{\textquoteright} 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{\textquoteright} 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.",

keywords = "Balance theory, Interactive language, Social relationship, Subjective strength",

author = "Baixiang Xue and Bo Wang and Yanshu Yu and Ruifang He and Yuexian Hou and Dawei Song",

note = "Publisher Copyright: {\textcopyright} 2019, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.; 14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018 ; Conference date: 01-12-2018 Through 03-12-2018",

year = "2019",

doi = "10.1007/978-3-030-12981-1\_7",

language = "English",

isbn = "9783030129804",

series = "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST",

publisher = "Springer Verlag",

pages = "112--123",

editor = "Muddesar Iqbal and Yuyu Yin and Xinheng Wang and Honghao Gao",

booktitle = "Collaborative Computing",

address = "Germany",

}

Xue, B, Wang, B, Yu, Y, He, R, Hou, Y & Song, D 2019, Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper). 在 M Iqbal, Y Yin, X Wang & H Gao (版本), Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 卷 268, Springer Verlag, 页码 112-123, 14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018, Shanghai, 中国, 1/12/18. https://doi.org/10.1007/978-3-030-12981-1_7

Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper). / Xue, Baixiang; Wang, Bo; Yu, Yanshu 等.
Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings. 编辑 / Muddesar Iqbal; Yuyu Yin; Xinheng Wang; Honghao Gao. Springer Verlag, 2019. 页码 112-123 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; 卷 268).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper)

AU - Xue, Baixiang

AU - Wang, Bo

AU - Yu, Yanshu

AU - He, Ruifang

AU - Hou, Yuexian

AU - Song, Dawei

PY - 2019

Y1 - 2019

N2 - 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.

AB - 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.

KW - Balance theory

KW - Interactive language

KW - Social relationship

KW - Subjective strength

UR - https://www.scopus.com/pages/publications/85062268326

U2 - 10.1007/978-3-030-12981-1_7

DO - 10.1007/978-3-030-12981-1_7

M3 - Conference contribution

AN - SCOPUS:85062268326

SN - 9783030129804

T3 - Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

SP - 112

EP - 123

BT - Collaborative Computing

A2 - Iqbal, Muddesar

A2 - Yin, Yuyu

A2 - Wang, Xinheng

A2 - Gao, Honghao

PB - Springer Verlag

T2 - 14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018

Y2 - 1 December 2018 through 3 December 2018

ER -

Xue B, Wang B, Yu Y, He R, Hou Y, Song D. Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper). 在 Iqbal M, Yin Y, Wang X, Gao H, 编辑, Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings. Springer Verlag. 2019. 页码 112-123. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST). doi: 10.1007/978-3-030-12981-1_7

Measuring bidirectional subjective strength of online social relationship by synthetizing the interactive language features and social balance (Short Paper)

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