Title
A Hybrid Approach To Developer Recommendation Based On Multi-Relationship
Abstract
The development of open source community has brought changes to software engineering. Different from traditional software development, developers are free to participate in various projects, QAs and forums under the Internet environment. The quality of participants' contribution largely decides the schedule of projects and the quality of QA answers. However, finding a right participant from numerous website users can be challenging. Therefore, evaluation and recommendation of a person are particularly important. Nonetheless, the developers' multi-relationship is an important behaviour of open source community users, and needs more research work for describing developers' online activities. To this end, we establish a multi-relational network model that describes developers' online behaviours. The capability model and interest model are established for each developer. Furthermore, we utilize a hybrid approach that combines the content and the multi-relationship together to realize the recommendation of respondents for a question. Finally, we have conducted experiments on datasets of blogs, QAs and forum of CSDN. The result proves the effectiveness of our approach.
Year
DOI
Venue
2018
10.1145/3275219.3275232
INTERNETWARE'18: PROCEEDINGS OF THE TENTH ASIA-PACIFIC SYMPOSIUM ON INTERNETWARE
Keywords
Field
DocType
Software community, recommendation method, developer recommendation, multi-relationship
World Wide Web,Computer science,Capability Maturity Model,Network model,Software development,The Internet
Conference
Citations 
PageRank 
References 
0
0.34
12
Authors
3
Name
Order
Citations
PageRank
Yifei Da100.34
Hailong Sun268064.83
Xudong Liu334.14