Assessment of patent legal value by regression and back-propagation neural network

International Journal of Systematic Innovation

Volumn 1, Issue 1, 2010, Pages 32-48

  Che, Hui Chung ^a,b   Lai, Yi Hsuan ^a   Wang, Szu Yi ^b  

^a CHUNG HUA UNIVERSITY   (Taiwan)

^b Gainia Intellectual Asset Services Inc ^*  (China)

Author keywords

Assessment; Back Propagation Neural Network; Damage Award; Infringement; Linear Regression; Patent Valuation

Indexed keywords

EID: 85021630897     PISSN: 20777973     EISSN: 20778767     Source Type: Journal    
DOI: None     Document Type: Article

References (24)

1. Albert, M. B., Avery, D., Narin F., and McAllister, P., Direct validation of citation counts as indicators of industrially important patents, Research Policy, 1991, 20(3), 251-259
2. Chiu, Y. J. and Chen, Y. W., Using AHP in patent valuation, Mathematical and Computer Modeling, 2007, 46(7-8), 1054-1062
3. Choy, C., Kim, S. and Park, Y., A patent-based cross impact analysis for quantitative estimation of technological impact: The case of information and communication technology, Technological Forecasting & Social Change, 2007, 74(8), 1296-1314
4. Cockburn, I. and Griliches, Z., Industry effects and appropriability measures in the stock market valuation of R&D and patents, American Economic Review, 1988, 78(2), 419-432
5. Deng, Z., Lev, B. and Narin, F., Science and Technology as Predictors of Stock Performance, Financial Analysts Journal, 1999, 55(3), 20-32
6. Hall, B. H., Jaffe, A. B. and Trajtenberg, M., Market value and patent citations, RAND Journal of Economics, 2005, 36(1), 16-38
7. Hereof, D., Schererc, F. M. and Vopel, K., Citations, family size, opposition and the value of patent rights, Research Policy, 2003, 32(8), 1343-1363
8. Hereof, D. and Hoisl, K., Institutionalized incentives for ingenuity-Patent value and the German Employees' Inventions Act, Research Policy, 2007, 36(8), 1143-1162
9. Hirschey, M. and Richardson, V. J., Valuation effects of patent quality: A comparison for Japanese and U.S. firms, Pacific-Basin Finance Journal, 2001, 9(1), 65-82
10. Hirschey, M. and Richardson, V. J., Are scientific indicators of patent quality useful to investors?, Journal of Empirical Finance, 2004, 11(1), 91-107
11. Lanjouw, J. O. and Schankerman, M., Stylized Facts of Patent Litigation: Value, Scope and Ownership, NBER Working Paper, 1997, No. 6297
12. Lanjouw, J. O., Pakes, A. and Putnam, J., How to Count Patents and Value Intellectual Property: The Uses of Patent Renewal and Application Data, Journal of Industrial Economics, 1998, XLVI(4), 405-433
13. Lanjouw, J. O., Patent Protection in the Shadow of Infringement: Simulation Estimations of Patent Value, The Review of Economic Studies, 1998, 65, 671-710
14. Lanjouw, J. O. and Schankerman, M., Characteristics of Patent Litigation: A Window on Competition, The Rand Journal of Economics, 2001, 32(1), 129-51
15. McKelvie, R., "FORUM SELECTION IN PATENT LITIGATION, A Traffic Report for 2006, Covington & Burling, 2007
16. Park, Y. and Park, G., A new method for technology valuation in monetary value: procedure and application, Technovation, 2004, 24(5), 387-394
17. Reilly, R. F. and Schweihs, R. P., Valuating Integible Assets, New York, 1998 ( McGraw Hill)
18. Reitzig, M., Improving patent valuations for management purposes-validating new indicators by analyzing application rationales, Research Policy, 2004, 33(6-7), 938-957
19. Reitzig, M., Henkel, J. and Heath, C., On sharks, trolls, and their patent prey-unrealistic damage awards and firms' strategies of being infringed, Research Policy, 2007, 36(1), 134-154
20. Silverberg, G. and Verspagenb, B., The size distribution of innovations revisited: An application of extreme value statistics to citation and value measures of patent significance, Journal of Econometrics, 2007, 139(2), 318-339
21. Thomas, P., A relationship between technology indicators and stock market performance, Scientometrics, 2001, 51(1), 319-333
22. Tong, X. and Frame J. D., Measuring national technological performance with patent claims data, Research Policy, 1994, 23, 133-141
23. Van Trieste, S. and Vis, W., Valuing patents on cost-reducing technology: A case study, International Journal of Production Economics, 2007, 105(1), 282-292
24. Von Wartburg, I., Teichert, T. and Rost, K., Inventive progress measured by multi-stage patent citation analysis, Research Policy, 2005, 34(10), 1591-1607