A social network-empowered research analytics framework for project selection

Decision Support Systems - Tập 55 - Trang 957-968 - 2013
Thushari Silva1, Zhiling Guo1, Jian Ma1, Hongbing Jiang1,2, Huaping Chen2
1Department of Information Systems, City University of Hong Kong, Hong Kong
2School of Management, University of Science and Technology of China and USTC-CityU Joint Advanced Research Centre, Suzhou, PR China

Tài liệu tham khảo

Abe, 2010, Analysis of research keys as temporal patterns of technical term usages in bibliographical data, 6335, 150 Airoldi, 2011, Network sampling and classification: an investigation of network model representations, Decision Support Systems, 51, 506, 10.1016/j.dss.2011.02.014 Baeza-Yates, 2011 Bajaj, 2010, AWSM: allocation of workflows utilizing social network metrics, Decision Support Systems, 50, 191, 10.1016/j.dss.2010.07.014 Barabasi, 2002, Evolution of the social network of scientific collaborations, Physica A: Statistical Mechanics and Its Applications, 311, 590, 10.1016/S0378-4371(02)00736-7 Caulkins, 2006, A method for managing access to web pages: filtering by Statistical Classification (FSC) applied to text, Decision Support Systems, 42, 144, 10.1016/j.dss.2004.11.015 Choi, 2011, Analysis of keyword networks in MIS research and implications for predicting knowledge evolution, Information Management, 48, 371, 10.1016/j.im.2011.09.004 Dang, 2011, Knowledge mapping for rapidly evolving domains: a design science approach, Decision Support Systems, 50, 415, 10.1016/j.dss.2010.10.003 Dong, 2006, A cosine similarity-based negative selection algorithm for time series novelty detection, Mechanical Systems and Signal Processing, 20, 1461, 10.1016/j.ymssp.2004.12.006 Fan, 2005, Effective profiling of consumer information retrieval needs: a unified framework and empirical comparison, Decision Support Systems, 40, 213, 10.1016/j.dss.2004.02.003 Farquad, 2012, Preprocessing unbalanced data using support vector machine, Decision Support Systems, 53, 226, 10.1016/j.dss.2012.01.016 Girvan, 2002, Community structure in social and biological networks, Proceedings of the National Academy of Sciences of the United States of America, 99, 7821, 10.1073/pnas.122653799 Henriksen, 1999, A practical R&D project-selection scoring tool, IEEE Transactions on Engineering Management, 46, 158, 10.1109/17.759144 Herrera-Viedma, 2009, Using incomplete fuzzy linguistic preference relations to characterize user profiles in recommender systems, 90 Huang, 2008, A fuzzy AHP application in government-sponsored R&D project selection, Omega, 36, 1038, 10.1016/j.omega.2006.05.003 Joachims, 2001, A statistical learning model of text classification with support vector machines, 128 Kostoff, 2001, Citation mining: integrating text mining and bibliometrics for research user profiling, Journal of the American Society for Information Science and Technology, 52, 1148, 10.1002/asi.1181 Kostoff, 2000, Fullerene data mining using bibliometrics and database tomography, Journal of Chemical Information and Computer Science, 40, 19, 10.1021/ci990045n Li, 2000, An information filtering model on the web and its application in job agent, Knowledge-Based Systems, 13, 285, 10.1016/S0950-7051(00)00088-5 Li, 2011, A two-stage decision model for information filtering, Decision Support Systems Mitchell, 1997 Mostafa, 2000, Automatic classification using supervised learning in a medical document filtering application, Information Processing and Management, 36, 415, 10.1016/S0306-4573(99)00033-3 Newman, 2001, The structure of scientific collaboration networks, Proceedings of the National Academy of Sciences of the United States of America, 98, 404, 10.1073/pnas.98.2.404 Newman, 2004, Coauthorship networks and patterns of scientific collaboration, Proceedings of the National Academy of Sciences of the United States of America (PNAS), 101, 5200, 10.1073/pnas.0307545100 Newman, 2004, Fast algorithm for detecting community structure in networks, Physical Review E, 69, 10.1103/PhysRevE.69.066133 Oestreicher-Singer, 2012, Recommendation networks and the long tail of electronic commerce, MIS Quarterly, 36, 65, 10.2307/41410406 Qiu, 2011, A framework for exploring organizational structure in dynamic social networks, Decision Support Systems, 51, 760, 10.1016/j.dss.2011.01.011 Raghuram, 2010, Research note: mapping the field of virtual work: a cocitation analysis, Information Systems Research, 21, 983, 10.1287/isre.1080.0227 Robertson, 2002 Scott, 2000 Shibata, 2011, Measuring relatedness between communities in a citation network, Journal of the American Society for Information Science and Technology, 62, 1360, 10.1002/asi.21477 Strzalkowski, 1994, Robust text processing in automated information retrieval, 168 Sun, 2008, A group decision support approach to evaluate experts for R&D project selection, IEEE Transactions on Engineering Management, 55, 158, 10.1109/TEM.2007.912934 Sun, 2008, A hybrid knowledge and model approach for reviewer assignment, Expert Systems with Applications, 34, 817, 10.1016/j.eswa.2006.10.021 Tian, 2005, An organizational decision support system for effective R&D project selection, Decision Support Systems, 39, 403, 10.1016/j.dss.2003.08.005 Turban, 2004, A group decision support approach to evaluating journals, Information Management, 42, 31, 10.1016/j.im.2003.12.003 Vivacqua, 2009, i-ProSE: inferring user profiles in a scientific context, The Computer Journal, 52, 789, 10.1093/comjnl/bxp002 Wang, 2005, Analytic hierarchy process with fuzzy scoring in evaluating multidisciplinary R&D projects in China, IEEE Transactions on Engineering Management, 52, 119, 10.1109/TEM.2004.839964 Watts, 1998, Collective dynamics of ‘small-world’ networks, Nature, 393, 440, 10.1038/30918 Zheng, 2007, A regression framework for learning ranking functions using relative relevance judgments, 287