A social network-empowered research analytics framework for project selection

Decision Support Systems

Volumn 55, Issue 4, 2013, Pages 957-968

  Silva, Thushari ^a   Guo, Zhiling ^a   Ma, Jian ^a   Jiang, Hongbing ^a,b   Chen, Huaping ^b  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Research analytics; Research project selection; Research social networks

Indexed keywords

ACCESS TO RESEARCH; ECONOMIC BENEFITS; GOVERNMENT FUNDING; MATCHING ALGORITHM; PROJECT SELECTION; QUALITY IMPROVEMENT; SOCIAL CONNECTION; TRADITIONAL APPROACHES;

PRODUCTIVITY; QUALITY CONTROL; SOCIAL NETWORKING (ONLINE);

RESEARCH;

EID: 84884203059     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2013.01.005     Document Type: Article

References (40)

1. H. Abe, and S. Tsumoto Analysis of research keys as temporal patterns of technical term usages in bibliographical data A. An, P. Lingras, S. Petty, R. Huang, Active Media Technology 6335 2010 Springer Berlin Heidelberg 150 157
2. E.M. Airoldi, X. Bai, and K.M. Carley Network sampling and classification: an investigation of network model representations Decision Support Systems 51 3 2011 506 518
3. R. Baeza-Yates, and B. Ribeiro-Neto Modern Information Retrieval Second edition 2011 Addison-Wesley Wokingham, UK
4. A. Bajaj, and R. Russell AWSM: allocation of workflows utilizing social network metrics Decision Support Systems 50 1 2010 191 202
5. A.L. Barabasi, H. Jeong, Z. Neda, E. Ravasz, A. Schubert, and T. Vicsek Evolution of the social network of scientific collaborations Physica A: Statistical Mechanics and Its Applications 311 3 2002 590 614
6. J.P. Caulkins, W. Ding, G.T. Duncan, R. Krishnan, and E. Nyberg A method for managing access to web pages: filtering by Statistical Classification (FSC) applied to text Decision Support Systems 42 1 2006 144 161
7. J. Choi, S. Yi, and K.C. Lee Analysis of keyword networks in MIS research and implications for predicting knowledge evolution Information Management 48 8 2011 371 381
8. Y. Dang, Y. Zhang, P.J. Hu, S.A. Brown, and H. Chen Knowledge mapping for rapidly evolving domains: a design science approach Decision Support Systems 50 2 2011 415 427
9. Y. Dong, Z. Sun, and H. Jia A cosine similarity-based negative selection algorithm for time series novelty detection Mechanical Systems and Signal Processing 20 6 2006 1461 1472
10. W. Fan, M.D. Gordon, and P. Pathak Effective profiling of consumer information retrieval needs: a unified framework and empirical comparison Decision Support Systems 40 2 2005 213 233
11. M.A.H. Farquad, and I. Bose Preprocessing unbalanced data using support vector machine Decision Support Systems 53 1 2012 226 233
12. M. Girvan, and M.E.J. Newman Community structure in social and biological networks Proceedings of the National Academy of Sciences of the United States of America 99 12 2002 7821 7826
13. A.D. Henriksen, and A.J. Traynor A practical R&D project-selection scoring tool IEEE Transactions on Engineering Management 46 2 1999 158 170
14. E. Herrera-Viedma, and C. Porcel Using incomplete fuzzy linguistic preference relations to characterize user profiles in recommender systems Ninth International Conference on Intelligent Systems Design and Applications, ISDA '09 2009 90 95
15. C.C. Huang, P.Y. Chu, and Y.H. Chiang A fuzzy AHP application in government-sponsored R&D project selection Omega 36 6 2008 1038 1052
16. T. Joachims A statistical learning model of text classification with support vector machines Proceedings of ACM SIGIR'01 2001 128 136
17. R.N. Kostoff, J.A. Del Roi, J.A. Humenik, E.O. Garcia, and A.M. Ramirez Citation mining: integrating text mining and bibliometrics for research user profiling Journal of the American Society for Information Science and Technology 52 13 2001 1148 1156
18. R.N. Kostoff, T. Braun, A. Schubert, D.R. Toothman, and J.A. Humenik Fullerene data mining using bibliometrics and database tomography Journal of Chemical Information and Computer Science 40 Jan-Feb 2000 19 39
19. Y. Li, C. Zhang, and J.R. Swan An information filtering model on the web and its application in job agent Knowledge-Based Systems 13 5 2000 285 296
20. Y. Li, X. Zhou, P. Bruza, Y. Xu, and R.Y.K. Lau A two-stage decision model for information filtering Decision Support Systems 2011 10.1016/j.dss.2011.11.005
21. T.M. Mitchell Machine Learning 1997 McGraw-Hill New York, NY
22. J. Mostafa, and W. Lam Automatic classification using supervised learning in a medical document filtering application Information Processing and Management 36 3 2000 415 444
23. M.E.J. Newman The structure of scientific collaboration networks Proceedings of the National Academy of Sciences of the United States of America 98 2001 404 409
24. M.E.J. Newman Coauthorship networks and patterns of scientific collaboration Proceedings of the National Academy of Sciences of the United States of America (PNAS) 101 Suppl. 1 2004 5200 5205
25. M.E.J. Newman Fast algorithm for detecting community structure in networks Physical Review E 69 6 2004
26. G. Oestreicher-Singer, and A. Sundararajan Recommendation networks and the long tail of electronic commerce MIS Quarterly 36 1 2012 65 83
27. J. Qiu, and Z. Lin A framework for exploring organizational structure in dynamic social networks Decision Support Systems 51 4 2011 760 771
28. S. Raghuram, P. Tuertscher, and R. Garud Research note: mapping the field of virtual work: a cocitation analysis Information Systems Research 21 4 December 2010 983 999
29. S. Robertson, and I. Soboroff The TREC 2002 Filtering Track Report, TREC 2002
30. J. Scott Social Network Analysis: A Handbook 2000 Sage Publications London
31. N. Shibata, Y. Kajikawa, and I. Sakata Measuring relatedness between communities in a citation network Journal of the American Society for Information Science and Technology 62 7 2011 1360 1369
32. T. Strzalkowski Robust text processing in automated information retrieval Proceedings of the 4th Applied Natural Language Processing Conference (ANLP) 1994 168 173
33. Y.H. Sun, J. Ma, Z. Fan, and J. Wang A group decision support approach to evaluate experts for R&D project selection IEEE Transactions on Engineering Management 55 1 2008 158 170
34. Y.H. Sun, J. Ma, Z.P. Fan, and J. Wang A hybrid knowledge and model approach for reviewer assignment Expert Systems with Applications 34 2008 817 824
35. Q. Tian, J. Ma, J. Liang, R.C.W. Kwok, and O. Liu An organizational decision support system for effective R&D project selection Decision Support Systems 39 2005 403 413
36. E. Turban, D. Zhou, and J. Ma A group decision support approach to evaluating journals Information Management 42 1 2004 31 44
37. A.S. Vivacqua, J. Oliveira, and J.M. De Souza i-ProSE: inferring user profiles in a scientific context The Computer Journal 52 7 2009 789 798
38. K.M. Wang, C.K. Wang, and C. Hu Analytic hierarchy process with fuzzy scoring in evaluating multidisciplinary R&D projects in China IEEE Transactions on Engineering Management 52 1 2005 119 129
39. D.J. Watts, and S.H. Strogatz Collective dynamics of 'small-world' networks Nature 393 1998 440 442
40. Z. Zheng, K. Chen, G. Sun, and H. Zha A regression framework for learning ranking functions using relative relevance judgments Proc. of SIGIR'07 2007 287 294