A Semantic-based Intellectual Property Management System (SIPMS) for supporting patent analysis

Engineering Applications of Artificial Intelligence

Volumn 24, Issue 8, 2011, Pages 1510-1520

  Wang, W M ^a   Cheung, C F ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Concept extraction; Knowledge management; Knowledge based system; Patent analysis; Semantic analysis; Technology management

Indexed keywords

AUTOMATED SYSTEMS; CONCEPT EXTRACTION; DOMAIN EXPERTS; INTELLECTUAL PROPERTY MANAGEMENT; KNOWLEDGE BASE; MANAGEMENT TOOL; PATENT ANALYSIS; PATENT DATABASE; PATENT DOCUMENTS; RAPID GROWTH; REFERENCE SITES; SEMANTIC ANALYSIS; TECHNICAL TERMINOLOGY; TECHNOLOGICAL INNOVATION; TECHNOLOGY MANAGEMENT; TECHNOLOGY MANAGEMENTS; TEXT MINING TECHNIQUES;

AUTOMATION; COPYRIGHTS; INDUSTRIAL MANAGEMENT; INTERNATIONAL LAW; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE MANAGEMENT; SEMANTICS; TEXT PROCESSING;

PATENTS AND INVENTIONS;

EID: 80054685358     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2011.05.009     Document Type: Article

References (55)

1. Alves, A.; Pereira, F.; Cardoso, A.; 2002. Automatic Reading and Learning from Text. Proceedings of the International Symposium on Artificial Intelligence.
2. D. Archibugi, and M. Pianta Measuring technological change through patents and innovation surveys Technovation 16 9 1996 146 451
3. B. Basberg Patents and the measurement of technological change: a survey of the literature Research Policy 16 1987 131 141
4. C. Bedecarrax, and C. Huot A new methodology for systematic exploitation of technology databases Information Processing and Management 30 3 1994 407 418 (Pubitemid 124012779)
5. Gilles Bisson, Claire Nedellec, and Dolores Cañamero Designing clustering methods for ontology building - the MoK workbench ECAI Workshop on Ontology Learning 2000 2000
6. R. Braam, and H.A.A.V.R. Moed Mapping science by combined co-citation and word analysis. 2. Dynamical aspects Journal of the American Society for Information Science 42 2 1991 252 266
7. K. Brockhoff, A.K. Chakrabarti, and J. Hauschildt Evaluation of dynamic technological developments by means of patent data The Dynamics of Innovation: Strategic and Managerial Implications 1999 1999 107 132
8. T. Callon, J. Courtial, and F. Laville Co-word analysis as a tool for describing the network of interactions between basic and technological research: the case of polymer chemistry Scientometrics 22 1 1991 155 205
9. R.S. Campbell Patent trends as a technological forecasting tool World Patent Information 5 3 1983 137 143
10. A.K. Chakrabarti, I. Dror, and N. Eakabuse Interorganizational transfer of knowledge: an analysis of patent citations of a defense firm IEEE Transactions on Engineering Management EM-40 1 1993 91 94 (Pubitemid 23622971)
11. Cutting, D.; Karger, D.; Pedersen, J.; Tukey, O.; 1992. Scatter/gather: a cluster-based approach to browsing large document collections. In: Proceedings of ACM SIGIR International Conference on Research and Development in Information Retrieval. ACM, 1992, pp. 318329.
12. S. Deerwester, S. Dumais, G. Furnas, T. Landuer, and R. Harshman Indexing by latent semantic analysis Journal of the American Society of Information Science 41 6 1990 391 407
13. Eisen, M.; Spellman, P.; Brown, P.; Botstein, D.; 1998. Cluster analysis and display of genome-wide expression patterns. In: Proceedings of the National Academy of Science, USA, vol. 95, pp. 1486314868.
14. H. Ernst Use of patent data for technological forecasting: the diffusion of CNC-technology in the machine tool industry Small Business Economics 9 1997 361 381
15. European Patent Office, 2010. 〈 http://www.epo.org 〉.
16. R. Evenson, and J. Puttnam The YaleCanada Patent Flow Concordance 1988 Economic Growth Center, Yale University New Haven, CT
17. C.J. Fall, A. Torcsvki, K. Benzineb, and G. Karetka Automated categorization in the international patent dassification ACM SI IR Forum 2003 37
18. M. Fattori, G. Pedrazzi, and R. Turra Text mining applied to patent mapping: a practical business case World Patent Information 25 2003 335 342 (Pubitemid 37378798)
19. D. Faure, and C. Nedellec A corpus-based conceptual clustering method for verb frames and ontology P. Velardi, Proceedings of the LREC Workshop on Adapting lexical and Corpus Resources to Sublanguages and Applications 1998 5 12
20. U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurasamy Advances in Knowledge Discovery and Data Mining 1996 AAAI Press/The MIT Press
21. O. Grandstrand The Economics and Management of Intellectual Property: Toward Intellectual Capitalis 1999 Edward Elgar UK
22. Z. Grilliches Patent statistics as economic indicators: a survey Journal of Economic Literature 28 1990 1661 1707
23. Grobelnik, M.; Mladenic, D.; Jermol, M.; 2002. Exploiting text mining in publishing and education. In: Proceedings of the ICML-2002 Workshop on Data Mining Lessons Learned, pp. 3439.
24. M. Hirschey, and V. Richardson Valuation effects of patent quality: a comparison for Japanese and US firms Pacific-Basin Finance Journal 9 2001 65 82 (Pubitemid 33622823)
25. B. Holl, A. Jaffe, and M. Trajtenberg Market Value and Patent Citations: A First Look 2000 NBER Working Paper Series Cambridge, MA
26. T. Hufker, and F. Alpert Patents: a managerial perspective Journal of Product and Brand Management 3 4 1994 44 54
27. A.K. Jain, M.N. Murthy, and P.J. Flynn Data clustering: a review ACM Computing Reviews 31 3 1999 264 323
28. Jung, S.; 2003. Importance of using patent information. In: WIPO - Most Intermediate Training Course on Practical Intellectual Property Issues in Business, Organized by the World Intellectual Property Organization (WIPO), Geneva. November 1014.
29. M.M.S. Karki Patent citation analysis: a policy analysis tool World Patent Information 1997 269 272 (Pubitemid 127167830)
30. G. Karypis, E. Han, and V. Kumar Chameleon: a hierarchical clustering algorithm using dynamic modeling IEEE Computer: Special Issue on Data Analysis and Mining 32 8 1994 68 75
31. T. Kohonen Self-Organizing Maps 1997 Springer-Verlag New York, Inc. Secaucus, NJ
32. J.B. Kruskal Multidimensional scaling and other methods for discovering structure K. Enslein, A. Ralston, H.S. Wilf, Statistical Methods for Digital Computers 1977 Wiley New York 296 339
33. Kuei-Kuei Lai, and Shiao-Jun Wu Using the patent co-citation approach to establish a new patent classification system Information Processing and Management 41 2005 2005 313 330
34. Larkey, Leah S.; 1999. A patent search and classification system in digital libraries 99. In: Proceedings of the Fourth ACM Conference on Digital Libraries Merkeley, CA. August 1114 1999. ACM Press, pp. 7987.
35. Lent, B.; Agrawal, R.; Srikant, R.; 1997. Discovering trends in text databases. In: Proceedings of International Conference on Knowledge Discovery and Data Mining, Newport Beach, California, USA. August 1417.
36. G.J. McLachlan, K.A. Ambroise, and C. Do Analyzing Microarray Gene Expression Data 2004 Wiley
37. N. Milic-Frayling Text processing and information retrieval A. Zanasi, Text Mining and its Applications to Intelligence, CRM and Knowledge Management 2005 WIT Press Southampton Boston 1 45
38. A.G. Miller WordNet: a lexical database for English Communications of the ACM 38 11 1995 39 41
39. M. Mogee Using patent data for technology analysis and planning Research-Technology Management 34 1991 43 49
40. Mozina, M.; Demsar, J.; Kattan, M.; Zupan, B.; 2004. Nomograms for visualization of naive Bayesian classifier. In: Proceedings of PKDD-2004, pp. 337348.
41. F. Narin, M.P. Carpenter, and P. Woolf Technological performance assessments based on patents and patent citations IEEE Transactions on Engineering Management, EM-31 4 1984 172 183 (Pubitemid 15423940)
42. F. Narin, and E. Noma Patents as indicators of corporate technological strength Research Policy 16 1987 143 155
43. R. Paci, A. Sassu, and S. Usai International patenting and national technological specialization Technovation 17 1 1997 25 38 (Pubitemid 127437968)
44. Paik, W.; Liddy, E.D.; Liddy, J.H.; Niles, I.H.; Allen, E.E.; 2001. Information extraction system and method using Concept-Relation-Concept (CRC) triples. US Patent 6,263,335, July 2001.
45. L. Price, and M. Thelwall The clustering power of low frequency words in academic webs Journal of the American Society for Information Science and Technology 56 8 2005 883 888 (Pubitemid 40822303)
46. Rajaraman, K.; Tan, Ah-Hwee, 2002. Knowledge discovery from texts: a concept frame graph approach. In: Proceedings of the 11th International Conference on Information and Knowledge Management, pp. 669671.
47. Eric SanJuan, and Fidelia Ibekwe-SanJuan Text mining without document context Information Processing and Management 42 6 2006 1532 1552 December 2006
48. F. Scherer Inter-industry technology flows in the United States Research Policy 11 1982 227 245
49. Schmid, Helmut, 1994. Probabilistic part-of-speech tagging using decision trees. In: Proceedings of the International Conference on New Methods in Language Processing, Manchester, UK, pp. 4449.
50. Soo, Von-Wun, Lin, Szu-Yin, Shih-Yao, Yang, Shih-Neng, Lin, Shian-Luen, Cheng, 2005. A cooperative multi-agent platform for invention based on ontology and patent document analysis. In: Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, vol. 1, pp. 411416.
51. Tsakalidis, Athanasios, Markellos, Konstantinos, Perdihri, Katerina, Markel Lou, Penelope, Sirmakessis, Spiros, Mayritsakis, George, 2002. Knowledge Discovery in Patent Databases. In: Proceedings of the 11th ACM Conference on Information and Knowledge Management (ACM-CIKM 2002). November 49, 2002. McLean VA, US, pp. 672674.
52. Velardi, P.; Fabriani, P.; Missikoff, M.; 2001. Using text processing techniques to automatically enrich a domain ontology. In: Proceedings of the International Conference on Formal Ontology in Information Systems (FOIS), pp. 270-284.
53. W.M. Wang, C.F. Cheung, W.B. Lee, and S.K. Kwok Self-associated concept mapping for representation, elicitation and inference of knowledge Knowledge-Based Systems 21 1 2008 52 61 (Pubitemid 351506438)
54. B. Yoon, and Y. Park A text-mining-based patent network: analytical tool for high-technology trend Journal of High Technology Management Research 15 2004 37 50 (Pubitemid 38097237)
55. M. Zitt, and E. Bassecoulard Development of a method for detection and trend analysis of research fronts built by lexical or co-citation analysis Scientometrics 30 1 1994 333 351