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Volumn 40, Issue 5, 2015, Pages 821-839

Patent valuation based on text mining and survival analysis

Author keywords

Patent infringement risk; Patent valuation; Singular value decomposition; Survival analysis; Text mining

Indexed keywords

3D PRINTERS; BIOINFORMATICS; DATA MINING; DECOMPOSITION; DIGITAL FILTERS; RISK ASSESSMENT; SINGULAR VALUE DECOMPOSITION;

EID: 84941073466     PISSN: 08929912     EISSN: 15737047     Source Type: Journal    
DOI: 10.1007/s10961-014-9367-6     Document Type: Article
Times cited : (47)

References (52)
  • 1
    • 0000977563 scopus 로고
    • Direct validation of citation counts as indicators of industrially important patents
    • Albert, M., Avery, D., Narin, F., & McAllister, P. (1991). Direct validation of citation counts as indicators of industrially important patents. Research Policy,20(3), 251–259.
    • (1991) Research Policy , vol.20 , Issue.3 , pp. 251-259
    • Albert, M.1    Avery, D.2    Narin, F.3    McAllister, P.4
  • 3
    • 33751111173 scopus 로고    scopus 로고
    • Text mining and its potential applications in systems biology
    • Ananiadou, S., Kell, D. B., & Tsujii, J. I. (2006). Text mining and its potential applications in systems biology. Trends in Biotechnology,24(12), 571–579.
    • (2006) Trends in Biotechnology , vol.24 , Issue.12 , pp. 571-579
    • Ananiadou, S.1    Kell, D.B.2    Tsujii, J.I.3
  • 5
    • 33644502943 scopus 로고    scopus 로고
    • Patent renewals as options: improving the mechanism for weeding out lousy patents
    • Baudry, M., & Dumont, B. (2006). Patent renewals as options: improving the mechanism for weeding out lousy patents. Review of Industrial Organization,28(1), 41–62.
    • (2006) Review of Industrial Organization , vol.28 , Issue.1 , pp. 41-62
    • Baudry, M.1    Dumont, B.2
  • 6
    • 54349104493 scopus 로고    scopus 로고
    • Evaluating the risk of patent infringement by means of semantic patent analysis: The case of DNA chips
    • Bergmann, I., Butzke, D., Walter, L., Fuerste, J. P., Moehrle, M. G., & Erdmann, V. A. (2008). Evaluating the risk of patent infringement by means of semantic patent analysis: The case of DNA chips. R&D Management,38(5), 550–562.
    • (2008) R&D Management , vol.38 , Issue.5 , pp. 550-562
    • Bergmann, I.1    Butzke, D.2    Walter, L.3    Fuerste, J.P.4    Moehrle, M.G.5    Erdmann, V.A.6
  • 7
    • 35348952042 scopus 로고    scopus 로고
    • Measuring patent assessment quality: Analyzing the degree of kind of (in)consistency in patent offices’ decision making
    • Burke, P., & Reitzig, M. (2007). Measuring patent assessment quality: Analyzing the degree of kind of (in)consistency in patent offices’ decision making. Research Policy,36(9), 1404–1430.
    • (2007) Research Policy , vol.36 , Issue.9 , pp. 1404-1430
    • Burke, P.1    Reitzig, M.2
  • 8
    • 0002855697 scopus 로고    scopus 로고
    • Citation rates to technologically important patents
    • Carpenter, M. P., Narin, F., & Woolf, P. (2005). Citation rates to technologically important patents. World Patent Information,3(4), 160–163.
    • (2005) World Patent Information , vol.3 , Issue.4 , pp. 160-163
    • Carpenter, M.P.1    Narin, F.2    Woolf, P.3
  • 9
    • 84941102180 scopus 로고    scopus 로고
    • A study on the Determinants of the Economic Value of Patents Using Renewal Data
    • Choo, K. N., & Park, K. H. (2010). A study on the Determinants of the Economic Value of Patents Using Renewal Data. The Knowledge Management Research,11(1), 65–81.
    • (2010) The Knowledge Management Research , vol.11 , Issue.1 , pp. 65-81
    • Choo, K.N.1    Park, K.H.2
  • 10
    • 0742306577 scopus 로고
    • Improving the retrieval of information from external sources
    • Dumais, S. T. (1991). Improving the retrieval of information from external sources. Behavior Research Methods, Instruments, and Computers,23(2), 229–236.
    • (1991) Behavior Research Methods, Instruments, and Computers , vol.23 , Issue.2 , pp. 229-236
    • Dumais, S.T.1
  • 11
    • 0033704037 scopus 로고    scopus 로고
    • Inventors are not alike: The distribution of patenting output among industrial R&D personnel
    • Ernst, H., Leptien, C., & Vitt, J. (2000). Inventors are not alike: The distribution of patenting output among industrial R&D personnel. IEEE Transactions of Engineering Management,47(2), 184–199.
    • (2000) IEEE Transactions of Engineering Management , vol.47 , Issue.2 , pp. 184-199
    • Ernst, H.1    Leptien, C.2    Vitt, J.3
  • 12
    • 84866330285 scopus 로고    scopus 로고
    • Patent trolls on markets for technology: An empirical analysis of NPE’s patent acquisitions
    • Fischer, T., & Henkel, J. (2012). Patent trolls on markets for technology: An empirical analysis of NPE’s patent acquisitions. Research Policy,41(9), 1519–1533.
    • (2012) Research Policy , vol.41 , Issue.9 , pp. 1519-1533
    • Fischer, T.1    Henkel, J.2
  • 13
    • 58549114893 scopus 로고    scopus 로고
    • The private value of patents by patent characteristics: evidence from Finland
    • Gronqvist, C. (2009). The private value of patents by patent characteristics: evidence from Finland. Journal of Technology Transfer,34(2), 159–168.
    • (2009) Journal of Technology Transfer , vol.34 , Issue.2 , pp. 159-168
    • Gronqvist, C.1
  • 17
    • 1842477652 scopus 로고    scopus 로고
    • Determinants of opposition against EPO patent grants: The case of biotechnology and pharmaceuticals
    • Harhoff, D., & Reitzig, M. (2004). Determinants of opposition against EPO patent grants: The case of biotechnology and pharmaceuticals. International Journal of Industrial Organization,22(4), 443–480.
    • (2004) International Journal of Industrial Organization , vol.22 , Issue.4 , pp. 443-480
    • Harhoff, D.1    Reitzig, M.2
  • 18
    • 0043133376 scopus 로고    scopus 로고
    • Citations, family size, opposition and the value of patent rights
    • Harhoff, D., Scherer, F., & Vopel, K. (2003). Citations, family size, opposition and the value of patent rights. Research Policy,32(8), 1343–1363.
    • (2003) Research Policy , vol.32 , Issue.8 , pp. 1343-1363
    • Harhoff, D.1    Scherer, F.2    Vopel, K.3
  • 19
    • 12744279636 scopus 로고    scopus 로고
    • Gene clustering by latent semantic indexing of MEDLINE abstracts
    • Homayouni, R., Heinrich, K., Wei, L., & Berry, M. W. (2005). Gene clustering by latent semantic indexing of MEDLINE abstracts. Bioinformatics,21(1), 104–115.
    • (2005) Bioinformatics , vol.21 , Issue.1 , pp. 104-115
    • Homayouni, R.1    Heinrich, K.2    Wei, L.3    Berry, M.W.4
  • 20
    • 0031542128 scopus 로고    scopus 로고
    • Patent citation analysis: A policy analysis tool
    • Karki, M. M. S. (1997). Patent citation analysis: A policy analysis tool. World Patent Information,19(4), 269–272.
    • (1997) World Patent Information , vol.19 , Issue.4 , pp. 269-272
    • Karki, M.M.S.1
  • 22
    • 0032359895 scopus 로고    scopus 로고
    • How to count patents and value intellectual property: The uses of patent renewal and application data
    • Lanjouw, J. O., Pakes, A., & Putnam, J. (1998). How to count patents and value intellectual property: The uses of patent renewal and application data. The Journal of Industrial Economics,46(4), 405–432.
    • (1998) The Journal of Industrial Economics , vol.46 , Issue.4 , pp. 405-432
    • Lanjouw, J.O.1    Pakes, A.2    Putnam, J.3
  • 23
    • 0042689896 scopus 로고    scopus 로고
    • The quality of ideas: Measuring innovation with multiple indicators
    • Lanjouw, J. O., Schankerman, M. (1999). The quality of ideas: Measuring innovation with multiple indicators. NBER Working Paper 7345.
    • (1999) NBER Working Paper , pp. 7345
    • Lanjouw, J.O.1    Schankerman, M.2
  • 24
    • 84941131929 scopus 로고    scopus 로고
    • Latent Semantic Analysis with Axes Rotation and Its Application to Topic Based Text Categorization and Contextual Disambiguation of a Word
    • Seoul national university, Kore
    • Lee, T. H., (2003). Latent Semantic Analysis with Axes Rotation and Its Application to Topic Based Text Categorization and Contextual Disambiguation of a Word. Doctoral dissertation. Seoul national university, Korea.
    • (2003) Doctoral dissertation
    • Lee, T.H.1
  • 25
    • 70349375153 scopus 로고    scopus 로고
    • Patent licensability and life: A study of U.S. patents registered by South Korean public research institutes
    • Lee, Y. G. (2008). Patent licensability and life: A study of U.S. patents registered by South Korean public research institutes. Scientometrics,75(3), 463–471.
    • (2008) Scientometrics , vol.75 , Issue.3 , pp. 463-471
    • Lee, Y.G.1
  • 26
    • 84872043914 scopus 로고    scopus 로고
    • How to assess patent infringement risks: a semantic patent claim analysis using dependency relationships
    • Lee, C., Song, B., & Park, Y. (2013). How to assess patent infringement risks: a semantic patent claim analysis using dependency relationships. Technology Analysis and Strategic Management,25(1), 23–38.
    • (2013) Technology Analysis and Strategic Management , vol.25 , Issue.1 , pp. 23-38
    • Lee, C.1    Song, B.2    Park, Y.3
  • 27
    • 21344491476 scopus 로고
    • The importance of patent scope: an empirical analysis
    • Lerner, L. (1994). The importance of patent scope: an empirical analysis. RAND Journal of Economics,25(2), 319–333.
    • (1994) RAND Journal of Economics , vol.25 , Issue.2 , pp. 319-333
    • Lerner, L.1
  • 28
    • 43449106176 scopus 로고    scopus 로고
    • Internal sequential innovations: How does interrelatedness affect patent renewal?
    • Liu, K., Arthurs, J., Cullen, J., & Alexander, R. (2008). Internal sequential innovations: How does interrelatedness affect patent renewal? Research Policy,37(5), 946–953.
    • (2008) Research Policy , vol.37 , Issue.5 , pp. 946-953
    • Liu, K.1    Arthurs, J.2    Cullen, J.3    Alexander, R.4
  • 29
    • 77955845959 scopus 로고    scopus 로고
    • Measures for textual patent similarities: a guided way to select appropriate approaches
    • Moehrle, M. G. (2010). Measures for textual patent similarities: a guided way to select appropriate approaches. Scientometrics,85(1), 95–109.
    • (2010) Scientometrics , vol.85 , Issue.1 , pp. 95-109
    • Moehrle, M.G.1
  • 30
    • 84860545246 scopus 로고    scopus 로고
    • Measuring textual patent similarity on the basis of combined concepts: design decisions and their consequences
    • Moehrle, M. G., & Gerken, J. M. (2012). Measuring textual patent similarity on the basis of combined concepts: design decisions and their consequences. Scientometrics,91(3), 805–826.
    • (2012) Scientometrics , vol.91 , Issue.3 , pp. 805-826
    • Moehrle, M.G.1    Gerken, J.M.2
  • 32
    • 84880853225 scopus 로고    scopus 로고
    • Nahm, U. Y., & Mooney, R. J., (2001). Mining soft-matching rules from textual data. In Proceedings of the 17th international joint conference on Artificial intelligence Vol. 2 (pp. 979–984). Morgan Kaufmann Publishers Inc
    • Nahm, U. Y., & Mooney, R. J., (2001). Mining soft-matching rules from textual data. In Proceedings of the 17th international joint conference on Artificial intelligence Vol. 2 (pp. 979–984). Morgan Kaufmann Publishers Inc.
  • 33
    • 45949115057 scopus 로고
    • Patents as indicators of corporate technological strength
    • Narin, F., Noma, E., & Perry, R. (1987). Patents as indicators of corporate technological strength. Research Policy,16(2–4), 143–155.
    • (1987) Research Policy , vol.16 , Issue.2-4 , pp. 143-155
    • Narin, F.1    Noma, E.2    Perry, R.3
  • 35
    • 0001478349 scopus 로고
    • Patents as options: Some estimates of the value of holding European patent stocks
    • Pakes, A. (1986). Patents as options: Some estimates of the value of holding European patent stocks. Econometrica,54(4), 755–784.
    • (1986) Econometrica , vol.54 , Issue.4 , pp. 755-784
    • Pakes, A.1
  • 36
    • 42449123359 scopus 로고
    • The rate of obsolescence of knowledge, research gestation lags, and the private rate of return to research resources
    • Pakes, A., & Schankerman, M., (1979). The rate of obsolescence of knowledge, research gestation lags, and the private rate of return to research resources. NBER working paper series 346.
    • (1979) NBER working paper series , pp. 346
    • Pakes, A.1    Schankerman, M.2
  • 37
    • 84860533585 scopus 로고    scopus 로고
    • Patent analysis for promoting technology transfer in multi-technology industries: the Korean aerospace industry case
    • Park, Y., Lee, S., & Lee, S. (2012a). Patent analysis for promoting technology transfer in multi-technology industries: the Korean aerospace industry case. The Journal of Technology Transfer,37(3), 355–374.
    • (2012) The Journal of Technology Transfer , vol.37 , Issue.3 , pp. 355-374
    • Park, Y.1    Lee, S.2    Lee, S.3
  • 38
    • 84855563371 scopus 로고    scopus 로고
    • Identifying patent infringement using SAO based semantic technological similarities
    • Park, H., Yoon, J., & Kim, K. (2012b). Identifying patent infringement using SAO based semantic technological similarities. Scientometrics,90(2), 515–529.
    • (2012) Scientometrics , vol.90 , Issue.2 , pp. 515-529
    • Park, H.1    Yoon, J.2    Kim, K.3
  • 39
    • 84941078595 scopus 로고    scopus 로고
    • The value of international patent rights, UMI Dissertation service
    • Putnam, J. D. (1996). The value of international patent rights. UMI Dissertation services.
    • (1996)
    • Putnam, J.1
  • 40
    • 84867940757 scopus 로고    scopus 로고
    • What determines patent value? Insights from the semiconductor industry
    • Reitzig, M. (2003). What determines patent value? Insights from the semiconductor industry. Research Policy,32(1), 13–26.
    • (2003) Research Policy , vol.32 , Issue.1 , pp. 13-26
    • Reitzig, M.1
  • 41
    • 3242888799 scopus 로고    scopus 로고
    • Improving patent valuations for management purposes: Validating new indicators by analyzing application rationales
    • Reitzig, M. (2004). Improving patent valuations for management purposes: Validating new indicators by analyzing application rationales. Research Policy,33(6–7), 939–957.
    • (2004) Research Policy , vol.33 , Issue.6-7 , pp. 939-957
    • Reitzig, M.1
  • 42
    • 84871751496 scopus 로고    scopus 로고
    • Toward the definition of a structural equation model of patent value: PLS path modeling with formative constructs
    • Ruiz, A. M., & Banet, T. A. (2009). Toward the definition of a structural equation model of patent value: PLS path modeling with formative constructs. Revstat Statistical Journal,7(3), 265–290.
    • (2009) Revstat Statistical Journal , vol.7 , Issue.3 , pp. 265-290
    • Ruiz, A.M.1    Banet, T.A.2
  • 43
    • 33751232350 scopus 로고    scopus 로고
    • Academic versus industry patenting: An in-depth analysis of what determines patent value
    • Sapsalis, E., Pottelsberghe, Van, de la Potterie, B., & Navon, R. (2006). Academic versus industry patenting: An in-depth analysis of what determines patent value. Research Policy,35(10), 1631–1645.
    • (2006) Research Policy , vol.35 , Issue.10 , pp. 1631-1645
    • Sapsalis, E.1    Pottelsberghe, V.2    de la Potterie, B.3    Navon, R.4
  • 44
    • 0000469990 scopus 로고
    • Estimates of the value of patent rights in European countries during post-1950 period
    • Schankerman, M., & Pakes, A. (1986). Estimates of the value of patent rights in European countries during post-1950 period. Economic Journal,96, 1052–1076.
    • (1986) Economic Journal , vol.96 , pp. 1052-1076
    • Schankerman, M.1    Pakes, A.2
  • 45
    • 84874773099 scopus 로고    scopus 로고
    • Patent quality and ownership: An analysis of UK faculty patenting
    • Sterzi, V. (2013). Patent quality and ownership: An analysis of UK faculty patenting. Research Policy,42(2), 564–576.
    • (2013) Research Policy , vol.42 , Issue.2 , pp. 564-576
    • Sterzi, V.1
  • 46
    • 0032812975 scopus 로고    scopus 로고
    • The effect of technological impact upon patent renewal decisions
    • Thomas, P. (1999). The effect of technological impact upon patent renewal decisions. Technology Analysis and Strategic Management,11(2), 181–197.
    • (1999) Technology Analysis and Strategic Management , vol.11 , Issue.2 , pp. 181-197
    • Thomas, P.1
  • 47
    • 0003218355 scopus 로고
    • A penny for your quotes: Patent citations and the value of innovations
    • Trajtenberg, M. (1990). A penny for your quotes: Patent citations and the value of innovations. The Rand Journal of Economics,21(1), 172–187.
    • (1990) The Rand Journal of Economics , vol.21 , Issue.1 , pp. 172-187
    • Trajtenberg, M.1
  • 49
    • 84941055495 scopus 로고    scopus 로고
    • USPTO status search homepage
    • USPTO status search homepage, http://portal.uspto.gov/pair/PublicPair?selectedTab=pair_search&isSubmitted=isSubmitted&dosnum=&public_selectedSearchOption=.
  • 50
    • 84941128734 scopus 로고    scopus 로고
    • WISDOMAIN patent data,
    • WISDOMAIN patent data, http://www.wisdomain.com.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.