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

^*Corresponding author for this work

Tianjin University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

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.

Original language	English
Title of host publication	Collaborative Computing
Subtitle of host publication	Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings
Editors	Muddesar Iqbal, Yuyu Yin, Xinheng Wang, Honghao Gao
Publisher	Springer Verlag
Pages	112-123
Number of pages	12
ISBN (Print)	9783030129804
DOIs	https://doi.org/10.1007/978-3-030-12981-1_7
Publication status	Published - 2019
Externally published	Yes
Event	14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018 - Shanghai, China Duration: 1 Dec 2018 → 3 Dec 2018

Publication series

Name	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume	268
ISSN (Print)	1867-8211

Conference

Conference	14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018
Country/Territory	China
City	Shanghai
Period	1/12/18 → 3/12/18

Keywords

Balance theory
Interactive language
Social relationship
Subjective strength

Access to Document

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

Cite this

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). In M. Iqbal, Y. Yin, X. Wang, & H. Gao (Eds.), Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings (pp. 112-123). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 268). Springer Verlag. https://doi.org/10.1007/978-3-030-12981-1_7

Xue, Baixiang ; Wang, Bo ; Yu, Yanshu et al. / 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. editor / Muddesar Iqbal ; Yuyu Yin ; Xinheng Wang ; Honghao Gao. Springer Verlag, 2019. pp. 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). in M Iqbal, Y Yin, X Wang & H Gao (eds), 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, vol. 268, Springer Verlag, pp. 112-123, 14th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2018, Shanghai, China, 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 et al.
Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings. ed. / Muddesar Iqbal; Yuyu Yin; Xinheng Wang; Honghao Gao. Springer Verlag, 2019. p. 112-123 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 268).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

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

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AN - SCOPUS:85062268326

SN - 9783030129804

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

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BT - Collaborative Computing

A2 - Iqbal, Muddesar

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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). In Iqbal M, Yin Y, Wang X, Gao H, editors, Collaborative Computing: Networking, Applications and Worksharing - 14th EAI International Conference, CollaborateCom 2018, Proceedings. Springer Verlag. 2019. p. 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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