Applying KeyGraph and data crystallization to technology monitoring on solar cell

Journal of Intelligent and Fuzzy Systems

Volumn 21, Issue 3, 2010, Pages 209-219

  Chiu, Tzu Fu ^a  

^a ALETHEIA UNIVERSITY   (Taiwan)

Author keywords

Data crystallization; Keygraph; Patent data; Solar cell; Technology monitoring

Indexed keywords

GREEN ENERGY; KEYGRAPH; SOLAR CELL TECHNOLOGY; TECHNOLOGY MONITORING; TWO-GRAPHS;

ALTERNATIVE FUELS; CRYSTALLIZATION; PATENTS AND INVENTIONS; SOLAR CELLS; SOLAR ENERGY;

TECHNOLOGY;

EID: 77249145867     PISSN: 10641246     EISSN: None     Source Type: Journal    
DOI: 10.3233/IFS-2010-0452     Document Type: Article

References (27)

1. AIST, Research Center for Photovoltaics, http://unit.aist. go.jp/rcpv/cie/index.html, [2009/08/10].
2. W.B. Ashton, A.K. Johnson and G.S. Stacey, Monitoring science and technology for competitive advantage, Proceedings of 8th Annual Conference of the Society of Competitive Intelligence Professions, (March 1993), pp. 4-22.
3. AUO, AUO Facts, http://www.auo.com/auoDEV/about.php? sec=AUOFacts&ls= en, [2009/08/10].
4. M. Blackman, Provision of patent information: a national patent office perspective, World Patent Information 17(2) (1995), 115-123.
5. T.F. Chiu, C.F. Hong, M.Y. Wang, C. LHsu and Y.T. Chiu, Applying chance discovery with dummy event in technology monitoring of solar cell, Lecture Notes in Artificial Intelligence 5579 (2009), 333-342.
6. J. Coates, V. Coates and L. Heinz, Issues Management: How You Can Plan, Organize and Manage for the Future, Lomond, Mt. Airy, MD, 1986.
7. Eirma, Technology Monitoring for Business Success 1999, http://www.eirma.org/f3/cmps index.php?page=orderpubs, [2009/8/10].
8. D. Goldberg, K. Sastry and Y. Ohsawa, Discovering Deep Building Blocks for Competent Genetic Algorithms using Chance Discovery via KeyGraph, in: Y. Ohsawa and P. McBurney, eds, Chance Discovery, Springer-Verlag, 2003, pp. 276-301.
9. K. Horie, Y. Maeno and Y. Ohsawa, Data crystallization applied for designing newproducts, Journal of Systems Science and Systems Engineering 16(1) (March 2007), 34-49.
10. A. Jager-Waldau, PV Status Report 2007 - Research, Solar Cell Production and Market Implementation of Photovoltaics, JRC Technical Notes, 2007.
11. A. Jager-Waldau, PV Status Report 2008 - Research, Solar Cell Production and Market Implementation of Photovoltaics, JRC Technical Notes, 2008.
12. JSR, Organization and Role Responsibilities in R&D, http://www.jsr.co.jp/jsr e/rd/soshiki.shtml, [2009/08/10].
13. Y. Maeno andY. Ohsawa, Human-computer interactive annealing for discovering invisible dark events, IEEE Transactions on Industrial Electronics 54(2) (April 2007), 1184-1192.
14. Y. Maeno and Y. Ohsawa, Stable deterministic crystallization for discovering hidden hubs, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2 (2006), 1393-1398.
15. Midwest, Energy, http://www.mriresearch.org/Research Services/Energy/ NREL.asp, [2009/08/10].
16. A. Nosella, G. Petroni and R. Salandra, Technological change and technology monitoring process: evidence from four Italian case studies, Journal of Engineering and Technology Management 25 (2008), 321-337.
17. Y. Ohsawa and P. McBurney, eds, Chance Discovery, Springer- Verlag, 2003.
18. Y. Ohsawa, and S. Tsumoto, eds, Chance Discoveries in Real World Decision Making, Springer-Verlag, 2006.
19. Y. Ohsawa, Data crystallization: chance discovery extended for dealing with unobservable events, New Mathematics and Natural Computation 1(3) (2005), 373-392.
20. Y. Ohsawa, Discovery of chances underlying real data, Progress in Discovery Science (LNAI 2281), S. Arikawa ed., Springer-Verlag, 2002, pp. 168-177.
21. Y. Ohsawa, KeyGraph: visualized structure among event clusters, in: Y. Ohsawa and P. McBurney, eds, Chance Discovery, Springer-Verlag, (2003), pp. 262-275.
22. Y. Ohsawa, N.E. Benson and M. Yachida, KeyGraph: automatic indexing by cooccurrence graph based on building construction metaphor, Proceedings of the Advanced Digital Library Conference (IEEE ADL 1998), 1998, pp. 12-18.
23. Solarbuzz, World solar cell manufacturers, http://www. solarbuzz.com/solarindex/CellManufacturers.htm, [2009/08/ 10].
24. T. Teichert and M. Mittermayer, Text mining for technology monitoring, Engineering Management Conference, IEMC 2002 IEEE International 2 (2002), 596-601.
25. Tsujii laboratory (Department of Computer Science, University of Tokyo), An English POS tagger, http://wwwtsujii. is.s.u-tokyo.ac.jp/?tsuruoka/postagger/ [2008/07/28].
26. USPTO, USPTO: the United States Patent and Trademark Office, http://www.uspto.gov/, [2008/10/10].
27. Wikipedia, Solar Cell, http://en.wikipedia.org/wiki/Solar cell, [2009/08/10].