Abstract
It is popular nowadays to bring techniques from bibliometrics and scientometrics into the world of digital libraries to explore mechanisms which underlie community development. In this paper we use the DBLP data to investigate the author’s scientific career, and analyze some of the computer science communities. We compare them in terms of productivity and population stability, and use these features to compare the sets of top-ranked conferences with their lower ranked counterparts.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Backstrom, L., Huttenlocher, D.P., Kleinberg, J.M., Lan, X.: Group formation in large social networks: membership, growth, and evolution. In: KDD (2006)
Bird, C., et al.: Structure and dynamics of research collaboration in computer science. In: Jonker, W., Petković, M. (eds.) SDM 2009. LNCS, vol. 5776, pp. 826–827. Springer, Heidelberg (2009)
Blei, D., Ng, A., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993–1022 (2003)
Elmacioglu E., Lee, D.: On six degrees of separation in DBLP - DB and more. SIGMOD Record (2005)
Giles, C.L., Council, I.G.: Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing. Pnas 101, 51 (2004)
Huang, J., Zhuang, Z., Li, J., Giles, C.L.: Collaboration over time: Characterizing and Modeling Netweork Evolution. In: WSDM (2008)
Newman, M.E.J., Barabasi, A.L., Watts, D.J.: The structure and dynamics of networks. Addison-Wesley Publishing Company, Reading (2006)
Sidiropoulos, A., Manolopoulos, Y.: A new perspective to automatically rank scientific conferences using digital libraries. Inf. Process. Manage. 41(2), 289–312 (2005)
Watts, D.J., Strogatz, S.H.: Collective dynamics of small-world networks. Nature, 440–442 (1998)
Yan, S., Lee, D.: Toward alternative measures for ranking venues: a case of database research community. In: JCDL, pp. 235–244 (2007)
Zaïane, O., Chen, J., Goebel, R.: Mining research communities in bibliographical data. In: WebKDD/SNA-KDD, pp. 59–76 (2007)
Zhou, D., Ji, X., Zha, H., Giles, C.L.: Topic evolution and social interactions: how authors effect research. In: CIKM, pp. 248–257 (2006)
Zhuang, Z., Elmaciouglu, E., Lee, D., Giles, C.L.: Measuring conference quality by mining program committee characteristics. In: JCDL, pp. 225–234 (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Biryukov, M., Dong, C. (2010). Analysis of Computer Science Communities Based on DBLP. In: Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2010. Lecture Notes in Computer Science, vol 6273. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15464-5_24
Download citation
DOI: https://doi.org/10.1007/978-3-642-15464-5_24
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15463-8
Online ISBN: 978-3-642-15464-5
eBook Packages: Computer ScienceComputer Science (R0)