Delineating the scientific footprint in technology: Identifying scientific publications within non-patent references

Scientometrics

Volumn 91, Issue 2, 2012, Pages 383-398

  Callaert, Julie ^a   Grouwels, Joris ^a   van Looy, Bart ^a  

^a Katholieke Universiteit Leuven   (Belgium)

Author keywords

Indicators; Machine learning; Non patent references; Science technology interaction

Indexed keywords

EID: 84859420748     PISSN: 01389130     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11192-011-0573-9     Document Type: Article

References (24)

1. Bishop, C. M. (2006). Pattern recognition and machine learning. New York: Springer.
2. Callaert, J., Grouwels, J., & van Looy, B. (2011), Delineating the scientific footprint in technology: Identifying scientific publications within non-patent references. In: E. Noyons, P. Ngulube & J. Leta (Eds.), Proceedings of ISSI 2011-The 13th International Conference on Scientometrics and Informetrics, Durban (pp. 13-18). San Juan: ISSI.
3. Callaert, J., van Looy, B., Verbeek, A., Debackere, K., & Thijs, B. (2006). Traces of prior art: An analysis of non-patent references found in patent documents. Scientometrics, 69(1), 3-20.
4. Guan, J. C., & He, Y. (2007). Patent-bibliometric analysis on the Chinese science-Technology linkages. Scientometrics, 72(3), 403-425.
5. Harhoff, D., Scherer, F. M., & Vopel, K. (2003). Citations, family size, opposition and the value of patent rights. Research Policy, 32(8), 1343-1363.
6. Hastie, T., & Friedman, J. (2009). The elements of statistical learning-Data mining, inference, and prediction (2nd ed.). New York: Springer-Verlag.
7. He, Z. L., & Deng, M. (2007). The evidence of systematic noise in non-patent references: A study of New Zealand companies' patents. Scientometrics, 72(1), 149-166.
8. Kotsiantis, S. B. (2007). Supervised machine learning: A review of classification techniques. In I. E. Magogliannis, et al. (Eds.), Emerging Artificial Intelligence Applications in Computer Engineering. Amsterdam: IOS Press.
9. Lo, S. C. S. (2010). Scientific linkage of science research and technology development: A case of genetic engineering research. Scientometrics, 82(1), 109-120.
10. Magerman, T., van Looy, B., & Song, X. (2010). Exploring the feasibility and accuracy of latent semantic analysis based text mining techniques to detect similarity between patent documents and scientific publications. Scientometrics, 82(2), 289-306.
11. Meyer, M. (2000a). Does science push technology? Patents citing scientific literature. Research Policy, 29, 409-434.
12. Meyer, M. (2000b). What is special about patent citations? Differences between scientific and patent citations. Scientometrics, 49(1), 93-123.
13. Michel, J., & Bettels, B. (2001). Patent citation analysis: A closer look at the basic input data from patent search reports. Scientometrics, 51(1), 185-201.
14. Narin, F., & Noma, E. (1985). Is technology becoming science? Scientometrics, 7, 369-381.
15. Nelson, A. J. (2009). Measuring knowledge spillovers: What patents, licenses and publications reveal about innovation diffusion. Research Policy, 38, 994-1005.
16. Salton, G., Wong, A., & Yang, C. S. (1975). A vector space model for automatic indexing. Communications of the ACM, 18(11), 613-620.
17. Schmoch, U. (2008). Concept of a technology classification for country comparisons. Final report to the world intellectual property organization.
18. Tijssen, R. J. W., Buter, R. K., & van Leeuwen, T. N. (2000). Technological relevance of science: Validation and analysis of citation linkages between patents and research papers. Scientometrics, 47, 389-412.
19. van Looy, B., Callaert, J., Debackere, K., & Verbeek, A. (2002). Patent-related indicators for assessing knowledge-generating institutions: Towards a contextualised approach. The Journal of Technology Transfer, 28(1), 53-61.
20. van Looy, B., Magerman, T., & Debackere, K. (2007). Developing technology in the vicinity of science: An examination of the relationship between science intensity (of patents) and technological productivity within the field of biotechnology. Scientometrics, 70(2), 441-458.
21. van Looy, B., Zimmermann, E., Veugelers, R., Verbeek, A., Mello, J., & Debackere, K. (2003). Do science-technology interactions pay off when developing technology? Scientometrics, 57(3), 355-367.
22. van Vianen, B., Moed, H., & van Raan, A. (1990). An exploration of the science base of recent technology. Research Policy, 19, 61-81.
23. Verbeek, A., Debackere, K., Luwel, M., & Zimmermann, E. (2002). Measuring progress and evolution in science and technology-I: The multiple uses of bibliometric indicators. International Journal of Management Reviews, 4(2), 179-211.
24. Verspagen, B. (2008). Knowledge flows, patent citations and the impact of science on technology. Economic Systems Research, 20(4), 266-339.