Replacing the Irreplaceable: Fast Algorithm for Team Member Recommendation

Overview

The package contains the following files:

• DBLP.mat: DBLP dataset, which contains co-authorship network and skills for each author
• demo.m: a demo file showcases how to used the proposed team member replacement algorithms
• label_direct_recommend.m: The proposed TEAMREP-BASIC algorithm
• label_fast_exact.m: The proposed TEAMREP-FAST-EXACT algorithm
• label_fast_approx.m: The proposed TEAMREP-FAST-APPROX algorithm
• authorDict.txt: Authors’ name in the DBLP dataset
• conflist.txt: The 43 conference venues we use as authors’ skills

Usage

Please refer to demo.m and comments in each file for the detailed information.

References

Liangyue Li, Hanghang Tong, Nan Cao, Kate Ehrlich, Yu-Ru Lin, Norbou Buchler. Replacing the Irreplaceable: Fast Algorithm for Team Member Recommendation. International World Wide Web Conference (WWW), 2015. (Research Track, Acceptance Rate: 14.1%)