Coauthorship networks and patterns of scientific collaboration

By using data from three bibliographic databases in biology, physics, and mathematics, respectively, networks are constructed in which the nodes are scientists, and two scientists are connected if they have coauthored a paper. We use these networks to answer a broad variety of questions about collaboration patterns, such as the numbers of papers authors write, how many people they write them with, what the typical distance between scientists is through the network, and how patterns of collaboration vary between subjects and over time. We also summarize a number of recent results by other authors on coauthorship patterns.

[1]  Alfred J. Lotka,et al.  The frequency distribution of scientific productivity , 1926 .

[2]  William Shockley,et al.  On the Statistics of Individual Variations of Productivity in Research Laboratories , 1957, Proceedings of the IRE.

[3]  D J PRICE,et al.  NETWORKS OF SCIENTIFIC PAPERS. , 1965, Science.

[4]  Sharon L. Milgram,et al.  The Small World Problem , 1967 .

[5]  N. Storer,et al.  Invisible colleges. Diffusion of knowledge in scientific communities , 1972, Medicina e historia.

[6]  Henry Voos Lotka and information science , 1974, J. Am. Soc. Inf. Sci..

[7]  Derek de Solla Price,et al.  A general theory of bibliometric and other cumulative advantage processes , 1976, J. Am. Soc. Inf. Sci..

[8]  Diana Crane,et al.  Invisible colleges. Diffusion of knowledge in scientific communities , 1972, Medical History.

[9]  Leonard M. Freeman,et al.  A set of measures of centrality based upon betweenness , 1977 .

[10]  M. Kochen,et al.  Contacts and influence , 1978 .

[11]  Miranda Lee Pao An empirical examination of Lotka's Law , 1986, J. Am. Soc. Inf. Sci..

[12]  Ronald L. Rivest,et al.  Introduction to Algorithms , 1990 .

[13]  Jean Tague-Sutcliffe,et al.  An Introduction to Informetrics , 1992, Inf. Process. Manag..

[14]  Ravindra K. Ahuja,et al.  Network Flows: Theory, Algorithms, and Applications , 1993 .

[15]  Jerrold W. Grossman,et al.  A portion of the well-known collaboration graph , 1995 .

[16]  Bart Selman,et al.  Referral Web: combining social networks and collaborative filtering , 1997, CACM.

[17]  Gobinda G. Chowdhury,et al.  A bibliometric analysis of collaboration in the field of Information Retrieval , 1998 .

[18]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[19]  Jerrold W. Grossman,et al.  Famous trails to Paul Erdős , 1999 .

[20]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[21]  B. Cronin,et al.  The web of knowledge: a festschrift in honor of Eugene Garfield , 2000 .

[22]  Vladimir Batagelj,et al.  Some analyses of Erdős collaboration graph , 2000, Soc. Networks.

[23]  M. Newman,et al.  Random graphs with arbitrary degree distributions and their applications. , 2000, Physical review. E, Statistical, nonlinear, and soft matter physics.

[24]  M. Newman Clustering and preferential attachment in growing networks. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[25]  M. Newman,et al.  The structure of scientific collaboration networks. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[26]  M E Newman,et al.  Scientific collaboration networks. I. Network construction and fundamental results. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[27]  M. Newman,et al.  Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[28]  M E J Newman,et al.  Community structure in social and biological networks , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[29]  A. Barabasi,et al.  Evolution of the social network of scientific collaborations , 2001, cond-mat/0104162.

[30]  Jerrold W. Grossman,et al.  The evolution of the mathematical research collaboration graph , 2002 .

[31]  Mark Levene,et al.  A stochastic evolutionary model exhibiting power-law behaviour with an exponential cutoff , 2002, cond-mat/0209463.

[32]  M E J Newman Assortative mixing in networks. , 2002, Physical review letters.

[33]  Hawoong Jeong,et al.  Classification of scale-free networks , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[34]  Beom Jun Kim,et al.  Attack vulnerability of complex networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[35]  K. Goh,et al.  Betweenness centrality correlation in social networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[36]  Olle Persson,et al.  Locating the network of interacting authors in scientific specialties , 1995, Scientometrics.

[37]  Olle Persson,et al.  Studying research collaboration using co-authorships , 1996, Scientometrics.

[38]  Hildrun Kretschmer,et al.  Coauthorship networks of invisible colleges and institutionalized communities , 1994, Scientometrics.