Semantic compared cross impact analysis

Expert Systems with Applications

Volumn 41, Issue 7, 2014, Pages 3477-3483

  Thorleuchter, Dirk ^a   Van Den Poel, Dirk ^b  

^a FRAUNHOFER INT   (Germany)

^b GHENT UNIVERSITY   (Belgium)

Author keywords

Compared cross impact analysis; Cross impact analysis; Latent semantic indexing; Text mining; Web mining

Indexed keywords

DECISION MAKING; INDEXING (MATERIALS WORKING); INDEXING (OF INFORMATION); SEMANTICS;

CROSS-IMPACT ANALYSIS; ENVIRONMENTAL SCANNING; KNOWLEDGE STRUCTURES; LATENT SEMANTIC INDEXING; LATENT SEMANTICS; TEXTUAL INFORMATION; WEB MINING; WEB-MINING APPROACH;

TEXT MINING;

EID: 84892372376     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2013.10.051     Document Type: Article

References (49)

1. Banuls, V. A., Turoff, M., & Hiltz, S. R. (in press). Collaborative scenario modeling in emergency management through cross-impact. Technological Forecasting and Social Change.
2. R.W. Blanning, and B.A. Reinig Cross-impact analysis using group decision support systems: An application to the future of Hong Kong Futures 31 1 1999 39 56 (Pubitemid 29261010)
3. D.M. Blei, A.Y. Ng, and M.I. Jordan Latent dirichlet allocation Journal of Machine Learning Research 3 4-5 2003 993 1022
4. W. Buckinx, E. Moons, D. Van den Poel, and G. Wets Customer-adapted coupon targeting using feature selection Expert Systems with Applications 26 4 2004 509 518
5. O. Choi, K. Kim, D. Wang, H. Yeh, and M. Hong Personalized mobile information retrieval system International Journal of Advanced Robotic Systems 2012 10.5772/50910
6. S. Choi, H. Park, D. Kang, J.Y. Lee, and K. Kim An SAO-based text mining approach to building a technology tree for technology planning Expert Systems with Applications 39 13 2012 11443 11455
7. K. Christidis, G. Mentzas, and D. Apostolou Using latent topics to enhance search and recommendation in Enterprise Social Software Expert Systems with Applications 39 10 2012 9297 9307
8. J. D'Haen, D. Van den Poel, and D. Thorleuchter Predicting customer profitability during acquisition: Finding the optimal combination of data source and data mining technique Expert Systems with Applications 40 6 2013 2007 2012
9. J. Finzen, M. Kintz, and S. Kaufmann Aggregating web-based ideation platforms International Journal of Technology Intelligence and Planning 8 1 2012 32 46
10. H. Geschka Creativity techniques in product planning and development: A view from West Germany R&D Management 13 3 1983 169 183
11. C. Herstatt, and H. Geschka Need assessment in practice-methods, experiences and trends International Journal of Entrepreneurship and Innovation Management 2 1 2002 56 68
12. Hofmann, T. (1999). Probabilistic latent semantic indexing. In Proceedings of the twenty-second annual international SIGIR conference on research and development in, information retrieval (SIGIR-99).
13. G.H. Jeong, and S.H. Kim Aqualitative cross-impact approach to find the key technology Technological Forecasting and Social Change 55 3 1997 203 214 (Pubitemid 127431204)
14. J. Jiang, M.W. Berry, J.M. Donato, G. Ostrouchov, and N.W. Grady Mining consumer product data via latent semantic indexing Intelligent Data Analysis 3 5 1999 377 398 (Pubitemid 33260722)
15. C.H.O. Jiménez, P. Garrido-Vega, J.L.P. Díez de los Ríos, and S.G. González Manufacturing strategy-technology relationship among auto suppliers International Journal of Production Economics 133 2 2011 508 517
16. S. Kauffman, J. Lobo, and W.G. Macready Optimal search on a technology landscape Journal of Economic Behavior & Organization 43 2 2000 141 166
17. C. Kim, H. Lee, H. Seol, and C. Lee Identifying core technologies based on technological cross-impacts: An association rule mining (ARM) and analytic network process (ANP) approach Expert Systems with Applications 38 10 2011 12559 12564
18. Y. Ko, and J. Seo Text classification from unlabeled documents with bootstrapping and feature projection techniques Information Processing & Management 45 1 2009 70 83
19. A. Kuhn, S. Ducasse, and T. Girba Semantic clustering: Identifying topics in source code Information and Software Technology 49 3 2007 230 243 (Pubitemid 46149290)
20. Lee, D. D., & Seung, H. S. (2001). Algorithms for non-negative matrix factorization. In Advances in neural information processing systems 13: Proceedings of the 2000 conference (pp. 556-562). MIT Press.
21. D.D. Lee, and H.S. Seung Learning the parts of objects by non-negative matrix factorization Nature 401 6755 1999 788 791
22. C.H. Lee, and S.H. Wang An information fusion approach to integrate image annotation and text mining methods for geographic knowledge discovery Expert Systems with Applications 39 10 2012 8954 8967
23. M.H. Lin, and C.F. Hong Opportunities for crossing the chasm between early adopters and the early majority through new uses of innovative products The Review of Socionetwork Strategies 5 2 2011 27 42
24. Q. Luo, E. Chen, and H. Xiong A semantic term weighting scheme for text categorization Expert Systems with Applications 38 10 2011 12708 12716
25. R.B. Mitchell, J. Tydeman, and R. Curnow Scenario generation: Limitations and developments in cross-impact analysis Futures 9 3 1977 205 215
26. DH. Park, H.K. Kim, I.Y. Choi, and J.K. Kim A literature review and classification of recommender systems research Expert Systems with Applications 39 11 2012 10059 10072
27. R.K. Pillania The state of research on technological uncertainties, social uncertainties and emerging markets: A multidisciplinary literature review Technological Forecasting and Social Change 78 7 2011 1158 1163
28. H. Radder Science, technology and the science-technology relationship Philosophy of Technology and Engineering Sciences 2009 2009 65 91
29. G. Salton, J. Allan, and C. Buckley Automatic structuring and retrieval of large text files Communications of the ACM 37 2 1994 97 108
30. A. Schuler, W.A. Thompson, I. Vertinsky, and Y. Ziv Cross impact analysis of technological innovation and development in the softwood lumber industry in Canada: A structural modeling approach IEEE Transition of Engineering Management 38 3 1991 224 236 (Pubitemid 21675704)
31. L. Shi, and R. Setchi User-oriented ontology-based clustering of stored memories Expert Systems with Applications 39 10 2012 9730 9742
32. A.M. Subramanian, and P.H. Soh An empirical examination of the science-technology relationship in the biotechnology industry Journal of Engineering and Technology Management 27 3-4 2010 160 171
33. G. Sudhamathy, and C. Jothi Venkateswaran Fuzzy temporal clustering approach for e-commerce websites International Journal of Engineering and Technology 4 3 2012 119 132
34. D. Thorleuchter, and D. Van den Poel Predicting e-commerce company success by mining the text of its publicly-accessible website Expert Systems with Applications 39 17 2012 13026 13034
35. D. Thorleuchter, and D. Van den Poel Improved multilevel security with latent semantic indexing Expert Systems with Applications 38 18 2012 13462 13471
36. D. Thorleuchter, and D. Van den Poel Weak signal identification with semantic web mining Expert Systems with Applications 40 12 2013 4978 4985
37. D. Thorleuchter, and D. Van den Poel Protecting research and technology from espionage Expert Systems with Applications 40 9 2013 3432 3440
38. D. Thorleuchter, and D. Van den Poel Technology classification with latent semantic indexing Expert Systems with Applications 40 5 2013 1786 1795
39. D. Thorleuchter, and D. Van den Poel Web mining based extraction of problem solution ideas Expert Systems with Applications 40 10 2013 3961 3969
40. D. Thorleuchter, and D. Van den Poel Quantitative cross impact analysis with latent semantic indexing Expert Systems with Applications 41 2 2014 406 411
41. D. Thorleuchter, D. Van den Poel, and A. Prinzie A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies Technological Forecasting and Social Change 77 7 2010 1037 1050
42. D. Thorleuchter, D. Van den Poel, and A. Prinzie Analyzing existing customers' websites to improve the customer acquisition process as well as the profitability prediction in B-to-B marketing Expert Systems with Applications 39 3 2012 2597 2605
43. C. Trumbach, D. Payne, and A. Kongthon Technology mining for small firms: Knowledge prospecting for competitive advantage Technological Forecasting and Social Change 73 2006 2006 937 949 (Pubitemid 44339403)
44. H.H. Tsai Global data mining: An empirical study of current trends, future forecasts and technology diffusions Expert Systems with Applications 39 9 2012 8172 8181
45. G. Tsoumakas, and I. Katakis Multi label classification: An overview International Journal of Data Warehousing and Mining 3 3 2007 1 13
46. W.L. Woon, H. Zeineldin, and S. Madnick Bibliometric analysis of distributed generation Technological Forecasting and Social Change 78 3 2011 408 420
47. L. Yu, T. Hurley, J. Kliebenstein, and P. Orazem A test for complementarities among multiple technologies that avoids the curse of dimensionality Economics Letters 116 3 2012 354 357
48. J. Zeng, J. Duan, W. Cao, and C. Wu Topics modeling based on selective Zipf distribution Expert Systems with Applications 39 7 2012 6541 6546
49. G.K. Zipf Human behaviour and the principle of least effort 1949 Addison-Wesley Cambridge