Collective intelligence with web-based information aggregation markets: The role of market facilitation in idea management

Expert Systems with Applications

Volumn 39, Issue 1, 2012, Pages 1333-1345

  Bothos, Efthimios ^a   Apostolou, Dimitris ^b   Mentzas, Gregoris ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

^b UNIVERSITY OF PIRAEUS   (Greece)

Author keywords

Collective intelligence; Community informatics; Idea management; Information aggregation markets

Indexed keywords

ALTERNATIVE METHODS; COLLECTIVE INTELLIGENCES; COMMUNITY INFORMATICS; COMMUNITY IS; ELECTRONIC BRAINSTORMINGS; EMPIRICAL EVIDENCE; EMPIRICAL RESULTS; IDEA GENERATION; INFORMATION AGGREGATION; LABORATORY EXPERIMENTS; MANAGEMENT PROCESS; WEB-BASED INFORMATION;

PROBLEM SOLVING;

COMMERCE;

EID: 81855207432     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.08.014     Document Type: Article

References (100)

1. R.L. Ackoff, and E. Vergara Creativity in problem solving and planning: A review European Journal of Operational Research 7 1 1981 1 13
2. T. Amabile, and E. Tighe J. Brockman, Questions of creativity. Creativity: The reality club 1993 TouchStone, Simon and Schuster New York, NY 7 27
3. T.M. Amabile, P. Goldfarb, and S. Brackfield Social influences on creativity: Evaluation, co-action, and surveillance Creativity Research Journal 3 1990 6 21
4. J.V. Anderson Creativity and play: A systematic approach to managing innovation Business Horizons 37 1994 80 85
5. R. Balachandra, and J.H. Friar Factors for success in R&D projects and new product innovation: A contextual framework IEEE Transactions on Engineering Management 44 3 1997 276 287
6. D. Bates The crash of '87: Was it expected? The evidence from options markets Journal of Finance 46 3 1991 1009 1044
7. D. Berend, and J. Paroush When is Condorcet's jury theorem valid? Social Choice and Welfare 15 4 1998 481 488
8. M. Bommer, and D.S. Jalajas Innovation sources of large and small technology-based firms IEEE Transactions on Engineering Management 51 1 2004 13 18
9. E. Bothos, D. Apostolou, and G. Mentzas Collective intelligence for idea management with internet-based information aggregation markets Internet Research 19 1 2009 26 41
10. S.L. Brown, and K.M. Eisenhardt Product development: Past research; present findings, and future directions Academy of Management Review 20 3 1995 343 378
11. Chan, N. T.; Dahan, E.; Adlar, K.; Andrew, W. L.; & Tomaso, P. (2002). Securities trading of concepts (STOC). Massachusetts Institute of Technology.
12. A.S. Chen, J.C. Wang, S.C. Yang, and D.C. Yen The forecasting ability of Internet-based virtual futures market Expert Systems with Applications: An International Journal 36 10 2009 12578 12584
13. Chen, K. Y.; & Plott, C. (2002). Information aggregation mechanisms: Concept, design and implementation for a sales forecasting problem. California Institute of Technology Social Science working paper 1131.
14. H. Chesbrough Open innovation: The New imperative for creating and profiting from technology 2003 Harvard Business School Press Boston, Massachusetts, US
15. T. Connolly, L.M. Jessup, and J.S. Valacich Effects of anonymity and evaluative tone on idea generation in computer-mediated groups Management Science 36 6 1990 689 703
16. R.G. Cooper Selecting winning new product projects: Using the NewProd system Journal of Product Innovation Management 2 1985 34 44
17. R.G. Cooper Predevelopment activities determine new product success Industrial Marketing Management 17 2 1988 237 248
18. R.G. Cooper Stage-gate systems: A new tool for managing new products Business Horizons 33 3 1990 44 54
19. R.G. Cooper The newprod system: The industry experience Journal of Product Innovation Management 9 1992 113 127
20. R.G. Cooper New products: The factors that drive success International Marketing Review 11 1994 60 76
21. J.D. Couger Creative problem solving and opportunity finding 1995 Boyd and Fraser Danvers, MA
22. C.M. Crawford Defining the charter for product innovation Sloan Management Review 22 1 1980 3 12
23. E. Dahan, A. Soukhoroukova, and M. Spann New product development 20: Preference markets - How scalable securities markets identify winning product concepts and attributes. Journal of Product Innovation Management 27 7 2010 937 954
24. D.L. Dean, J.M. Hender, T.L. Rodgers, and E.L. Santanen Identifying quality, novel, and creative ideas: Constructs and scales for idea evaluation Journal of the Association for Information Systems 2006 646 699
25. A. Dennis, and B. Wixom Investigating the moderators of the group support systems use with meta-analysis Journal of Management Information Systems 18 3 2002 235 257
26. M. Dodgson, D. Gann, and A. Salter Think, play, do: Technology 2005 Oxford University Press
27. Dormann, C.; & Lindgaard, G. (2004). Developing innovative systems: Creative ideation. In Proceedings of the symposium on interaction: Systems, practice and theory, Sydney, Australia.
28. C.W. Dunnett A multiple comparisons procedure for comparing several treatments with a control Journal of American Statistician Association 50 1955 1096 1121
29. J.J. Elam, and M. Mead Can software influence creativity? Information Systems Research 1 1990 1 22
30. J.R. Evans Creative thinking in the decision and management sciences 1991 South-Western Publishing Cincinnati, OH
31. E. Fama Behavior of stock market prices Journal of Business 38 1965 34 105
32. W.L. Fernald, and P. Nickolenko The creative process: Its use and extent of formalization by corporations Journal of Creative Behavior 27 3 1993 214 220
33. R. Forsythe, T. Rietz, and T. Ross Wishes, expectations and actions: Price formation in election stock markets Journal of Economic Behavior and Organization 39 1999 83 110
34. M. Frese, E. Teng, and C.J.D. Wijnen Helping to improve suggestion systems: Predictors of making suggestions in companies Journal of Organisational Behaviour 20 1999 1139 1155
35. R.B. Gallupe, L.M. Bastianutti, and W.H. Cooper Unblocking brainstorms Journal of Applied Psychology 76 1 1991 137 142
36. W.J. Gordon Synectics: The development of creative capacity 1961 Harper New York
37. P.E. Green, and V. Srinivasan Conjoint analysis in consumer research: Issues and outlook Journal of Consumer Research: An Interdisciplinary Quarterly 5 2 1978 103 123
38. Guilford, J. P. (1968). In Lenin, R. R.; (Ed.), Intelligence, creativity, and their educational implications, San Diego, CA.
39. R.W. Hahn, and P.C. Tetlock Information markets, a new way of making decisions 2006 AEI-Brookings Joint Center for Regulatory Studies Washington DC
40. R. Hanson Foul play in information markets R.W. Hahn, P.C. Tetlock, Information markets: A new way of making decisions 2006 AEI Press Washington DC 126 141
41. F.A. Hayek Individualism and economic order 1948 University of Chicago Press
42. Hender, J.; Dean, T.; Rodgers, T.; & Nunamaker, J. (2001). Improving group creativity: Brainstorming versus non-brainstorming techniques in a GSS environment. In 34th Annual Hawaii international conference on system sciences (HICSS-34), Hawaii (pp. 1067-1074).
43. A.R. Henver, S.T. March, and J. Park Design science in information systems research MIS Quarterly 28 1 2004 75 105
44. N. Hermann The whole brain business book 1996 McGraw Hill New York
45. R.G. Ibbotson, J.L. Sindelar, and J.R. Ritter Initial public offerings Journal of Applied Corporate Finance 2 1 1988 37 45
46. L. Jussim, S. Soffin, R. Brown, J. Ley, and K. Kohlhepp Understanding reactions to feedback by integrating ideas from symbolic interactionism and cognitive evaluation theory Journal of Personality and Social Psychology 62 1992 402 421
47. E. Kapetanios Quo Vadis computer science: From Turing to personal computer, personal content and collective intelligence Data & Knowledge Engineering 67 2 2008 286 292
48. M. Khalifa, and V. Liu Semantic network representation of computer-mediated discussions: Conceptual facilitation form and knowledge acquisition Omega 36 2008 252 266
49. M. Khalifa, R. Kwok, and R. Davison The effects of process and content facilitation restrictiveness on GSS-mediated collaborative learning Group Decision and Negotiation 11 5 2002 345 361
50. A.J. Klockars, and S. Gilbert Multiple comparisons 1986 Sage Publications CA, Thousand Oaks
51. P.A. Koen Fuzzy-front end: Effective methods, tools and techniques P. Belliveau, A. Griffen, S. Sorermeyer, PDMA toolbook for new product development 2002 John Wiley and Sons New York, US 2 35
52. Kulkarni, V. (2004). Using weather futures as weather forecasts. Chicago Mercantile Exchange, .
53. C.A. LaComb, J.A. Barnett, and Q. Pan The imagination market Information Systems Frontiers 9 2007 245 256
54. A. Leigh, and J. Wolfers Three tools for forecasting federal elections: Lessons from 2001 Australian Journal of Political Science 37 2 2002 223 240
55. I.P. Levin T. Oaks, Relating statistics and experimental design 1999 Sage Publications CA
56. K.J. Lin Building Web 2.0 IEEE Computer 40 2007 101 102
57. R.E. Lucas Asset prices in an exchange economy Econometrica 46 1978 1429 1445
58. K.R. MacCrimmon, and C. Wagner Stimulating ideas through creativity software Management Science 40 11 1994 1514 1532
59. T.W. Malone, and M. Klein Harnessing collective intelligence to address global climate change Innovations: Technology, Governance, Globalization 2 3 2007 15 26
60. H.B. Mann, and D.R. Whitney On a test of whether one of two random variables is stochastically larger than the other Annals of Mathematical Statistics 18 1947 50 60
61. E. McFadzean Enhancing creative thinking within organisations Management Decision 36 5 1998 309 315
62. J.S. Mendell Simple techniques to increase your creativity Engineering Management Review 2 2 1974 91 95
63. M. Michalko Thinkertoys 1991 10 Speed Press California, Berkeley
64. S.M. Miranda, and R.P. Bostrom Meeting facilitation: Process versus content interventions Journal of Management Information Systems 15 4 1999 89 114
65. J. Mockus, and A. Raudys On the efficient-market hypothesis and stock exchange game model Expert Systems with Applications: An International Journal 37 8 2010 5673 5681
66. J.F. Muth Rational expectations and the theory of price movements Econometrica 29 1961 315 335
67. M. Nagasundaram, and R.P. Bostrom The structuring of creative processes using GSS: A framework for research Journal of Management Information Systems 11 3 1995 87 114
68. E.J. Nijssen, and R.T. Frambach Determinants of the adoption of new product development tools by industrial firms Industrial Marketing Management 29 2000 121 131
69. E.J. Nijssen, and K.F. Lieshout Awareness, use and effectiveness of models and methods for new product development European Journal of Marketing 29 10 1995 27 44
70. OECD (2007). Participative web and user-created content: Web 2.0, wikis and social networking. Paris.
71. OECD (2008). Open innovation in global networks.
72. Ondrus, J.; Cedric, G.; & Pigneur, Y. (2007). Technology foresight for IT investment: Multi-criteria decision-making versus prediction markets. In 6th French affiliated AIM pre-ICIS workshop.
73. J.F. Osborn Applied imagination: Principles and procedures of creative problem-solving 1957 Scribner New York
74. P. Paulus Groups, teams and creativity the creative potential of idea generating groups Applied Psychology 49 2 2000 237 262
75. P.B. Paulus, K.L. Dugosh, M.T. Dzindolet, H. Coskun, and V.L. Putman Social and cognitive influences in group brainstorming: Predicting production gains and losses European Review of Social Psychology 12 2002 299 325
76. A. Plucker, and R.A. Beghetto Why creativity is domain general, why it looks domain specific, and why the distinction does not matter R.J. Sternberg, E.L. Grigorenko, J.L. Singer, Creativity: From potential to realization 2004 American Psychological Association Washington DC 53 167
77. A. Rangaswamy, and G.L. Lilien Software tools for new product development Journal of Marketing Research 34 1997 177 184
78. S.E. Reid, and U. Brentani The fuzzy front end of new product development for discontinuous innovations: A theoretical model Journal of Product Innovation Management 3 21 2004 170 184
79. J.P. Riederer, M. Baier, and G. Graefe Innovation management - An overview and some best practices Cooperative Computing & Communication Laboratory, C-LAB Report 4 3 2005
80. A.G. Robinson, and S. Stern Corporate creativity: How innovation and improvement actually happen 1997 Berrett-Koehler San Francisco, US
81. E.M. Rogers Diffusion of innovations fourth ed. 1995 The Free Press New York, US
82. V.E. Ross A model of inventive ideation Thinking Skills and Creativity 1 2006 120 129
83. T. Saaty The analytic hierarchy process 1980 McGraw-Hill New York
84. R.L. Sandor Innovation by an exchange: A case study of the development of the plywood futures contract Journal of Law and Economics 16 1 1973 119 136
85. C.E. Shalley, and G.R. Oldham Effects of goal difficulty and expected external evaluation on intrinsic motivation: A laboratory study Academy of Management Journal 28 1985 628 640
86. W.F. Sharpe Capital asset prices: A theory of market equilibrium under conditions of risk The Journal of Finance 19 3 1964 425 442
87. B. Skiera, and M. Spann Opportunities of virtual stock markets to support new product development Albers, Sönke (Hrsg.), "Cross-functional innovation management" 2004 Verlag Gabler Wiesbaden pp. 227-242
88. P.G. Smith, and D.G. Reinertsen Developing products in half the time second ed. 1998 John Wiley and Sons New York
89. Soukhoroukova, A.; Spann, M.; & Skiera, B. (in press). Sourcing, filtering, and evaluating new product ideas: An empirical exploration of the performance of idea markets. Journal of Product Innovation Management.
90. M. Spann, and B. Skiera Internet-based virtual stock markets for business forecasting Management Science 49 2003 1310 1326
91. I.M. Stein Stimulating creativity: Group procedures 1975 Academic Press New York
92. J. Surowiecki The wisdom of crowds 2004 Doubleday
93. E.P. Torrance The nature of creativity as manifest in its testing 1988 Cambridge University Press Cambridge
94. G.L. Urban, and J.R. Hauser E. Cliffs, Design and marketing of new products second ed. 1993 Prentice Hall NJ
95. B. Vandenbosch, A. Saatcioglu, and S. Fay Idea management: A systemic view Journal of Management Studies 43 2 2006 259 288
96. A.B. VanGundy Techniques of structured problem solving 2nd ed. 1988 Van Nostrand Reinhold New York, US
97. K. Wallis Use of ranks in one-criterion variance analysis Journal of the American Statistical Association 47 460 1952 583 621
98. B.C. Wheeler, and J.S. Valacich Facilitation, GSS and training as sources of process restrictiveness and guidance for structured group decision-making: An empirical assessment Information Systems Research 7 4 1996 429 450
99. J. Wolfers, and E. Zitzewitz Prediction markets Journal of Economic Perspective 18 2004 107 126
100. T.E. Zorn, and L. Rosenfeld Between a rock and a hard place: Ethical dilemmas in problem-solving group facilitation Management Communication Quarterly 3 1 1989 93 106