Researchers’ Publication Patterns and Their Use for Author Disambiguation
In recent years we have been witnessing an increase in the need for advanced bibliometric indicators for individual researchers and research groups, for which author disambiguation is needed. Using the complete population of university professors and researchers in the Canadian province of Québec (N = 13,479), their papers as well as the papers authored by their homonyms, this paper provides evidence of regularities in researchers’ publication patterns. It shows how these patterns can be used to automatically assign papers to individuals and remove papers authored by their homonyms. Two types of patterns were found: (1) at the individual researchers’ level and (2) at the level of disciplines. On the whole, these patterns allow the construction of an algorithm that provides assignment information for at least one paper for 11,105 (82.4 %) out of all 13,479 researchers—with a very low percentage of false positives (3.2 %).
KeywordsIndividual Researcher Bibliometric Data Reference Index Light Zone Publication Pattern
- Braun, T. (Ed). (2006). Evaluations of Individual Scientists and Research Institutions: Scientometrics Guidebooks Series. Budapest, Hungary : Akademiai Kiado.Google Scholar
- Campbell, D., Picard-Aitken, M., Côté, G., Caruso, J., Valentim, R., Edmonds, S., … & Archambault, É. (2010). Bibliometrics as a performance measurement tool for research evaluation: The case of research funded by the National Cancer Institute of Canada. American Journal of Evaluation, 31(1), 66–83.Google Scholar
- Cole, J. R., & Cole, S. (1973). Social stratification in science. Chicago, IL: University of Chicago Press.Google Scholar
- Cota, R. G., Ferreira, A. A., Nascimento, C., Gonçalves, M. A., & Laender, A. H. F. (2010). An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations. Journal of the American Society for Information Science and Technology, 61(9), 1853–1870.CrossRefGoogle Scholar
- Han, H., Zha, H., & Giles, C. L. (2005). Name disambiguation in author citations using a K-way spectral clustering method. Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital libraries (pp. 334–343). Retrieved from http://clgiles.ist.psu.edu/papers/JCDL-2005-K-Way-Spectral-Clustering.pdf.
- Kang, I. S., Seung-Hoon, N., Seungwoo, L., Hanmin, J., Pyung, K., Won-Kyung, S., & Jong-Hyeok, L. (2009). On co-authorship for author disambiguation. Information Processing and Management, 45(1), 84–97.Google Scholar
- Merton, R. K. (1973). The sociology of science: Theoretical and empirical investigations. Chicago, IL: Chicago University Press.Google Scholar
- Reijnhoudt, L., Costas, R., Noyons, E., Borner, K., & Scharnhorst, A. (2013). “Seed + Expand”: A validated methodology for creating high quality publication oeuvres of individual researchers. arXiv preprint arXiv:1301.5177.Google Scholar
- Smalheiser, N. R., & Torvik, V. I. (2009). Author name disambiguation. In B. Cronin (Ed.), Annual review of information science and technology (Vol. 43, pp. 287–313). Medford, NJ: ASIST and Information Today.Google Scholar
- Zuckerman, H. A. (1977). Scientific elite: Nobel laureates in the United States. New York, NY: Free Press.Google Scholar