TY - GEN
T1 - Studying social collaboration features and patterns in service crowdsourcing
AU - Yu, Hao
AU - Wang, Zhongjie
AU - Chi, Xu
AU - Xu, Xiaofei
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2016.
PY - 2016
Y1 - 2016
N2 - Service crowdsourcing follows typical social collaboration processes with stochastic and dynamic characteristics. In this paper, the “bug-fix” social collaboration on GitHub is used as a case scenario of crowdsourcing, and 53,475 issues in 10 OSS projects are collected to conduct an empirical study on features and patterns of service crowdsourcing. Seven collaboration features (CFs) are proposed to delineate social characteristics of crowdsourcing. In terms of these CFs, social collaboration processes are clustered and results show that these features have significant distinguishability. An extended Generalized Sequential Pattern (GSP) algorithm is put forward to identify two types of collaboration patterns called participant-oriented pattern (PP) and role-oriented pattern (RP), and the richness and individualized degree of collaboration patterns in different OSS projects are analyzed and compared.
AB - Service crowdsourcing follows typical social collaboration processes with stochastic and dynamic characteristics. In this paper, the “bug-fix” social collaboration on GitHub is used as a case scenario of crowdsourcing, and 53,475 issues in 10 OSS projects are collected to conduct an empirical study on features and patterns of service crowdsourcing. Seven collaboration features (CFs) are proposed to delineate social characteristics of crowdsourcing. In terms of these CFs, social collaboration processes are clustered and results show that these features have significant distinguishability. An extended Generalized Sequential Pattern (GSP) algorithm is put forward to identify two types of collaboration patterns called participant-oriented pattern (PP) and role-oriented pattern (RP), and the richness and individualized degree of collaboration patterns in different OSS projects are analyzed and compared.
KW - Collaboration features
KW - Collaboration pattern
KW - Open source software (OSS)
KW - Service crowdsourcing
KW - Social collaboration process
UR - https://www.scopus.com/pages/publications/84989283964
U2 - 10.1007/978-3-319-46295-0_49
DO - 10.1007/978-3-319-46295-0_49
M3 - 会议稿件
AN - SCOPUS:84989283964
SN - 9783319462943
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 697
EP - 704
BT - Service-Oriented Computing - 14th International Conference, ICSOC 2016, Proceedings
A2 - Tata, Samir
A2 - Stroulia, Eleni
A2 - Bhiri, Sami
A2 - Sheng, Quan Z.
PB - Springer Verlag
T2 - 14th International Conference on Service-Oriented Computing, ICSOC 2016
Y2 - 10 October 2016 through 13 October 2016
ER -