Mapping the temporal evolution of scientific community structures
dc.contributor.author | Velden, Theresa | en_US |
dc.contributor.author | Yu, Kan | en_US |
dc.contributor.author | Yan, Shiyan | en_US |
dc.contributor.author | Lagoze, Carl | en_US |
dc.date.accessioned | 2015-05-04T20:37:09Z | |
dc.date.available | 2015-05-04T20:37:09Z | |
dc.date.issued | 2014 | en_US |
dc.identifier.citation | Velden, Theresa; Yu, Kan; Yan, Shiyan; Lagoze, Carl (2014). "Mapping the temporal evolution of scientific community structures." Proceedings of the American Society for Information Science and Technology 51(1): 1-4. | en_US |
dc.identifier.issn | 0044-7870 | en_US |
dc.identifier.issn | 1550-8390 | en_US |
dc.identifier.uri | https://hdl.handle.net/2027.42/111255 | |
dc.description.abstract | We present results from tracking the temporal evolution of community structures within a research specialty. This extends our previous work in which we generated static community maps that combine co‐author networks and direct citation networks derived from 20‐years of publications in the research specialty. Here, we explore how the temporal evolution of these maps can be used to provide insights into the historical evolution of a field as well as extract more accurate snapshots of the community structures at a given point in time. Such time resolved mappings are an important component in our mixed method approach that integrates network analysis with ethnographic field studies to investigate field‐specific communication and collaboration behaviors in scientific communities (Velden & Lagoze 2013). Evaluating these maps in qualitative interviews with field experts will be the next step in our research. | en_US |
dc.publisher | Campus Verlag | en_US |
dc.publisher | Wiley Periodicals, Inc. | en_US |
dc.subject.other | Temporal Evolution | en_US |
dc.subject.other | Network Analysis | en_US |
dc.subject.other | Scientific Community | en_US |
dc.subject.other | Science Maps | en_US |
dc.title | Mapping the temporal evolution of scientific community structures | en_US |
dc.type | Article | en_US |
dc.rights.robots | IndexNoFollow | en_US |
dc.subject.hlbsecondlevel | Information and Library Science | en_US |
dc.subject.hlbtoplevel | Social Sciences | en_US |
dc.description.peerreviewed | Peer Reviewed | en_US |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/111255/1/meet14505101143.pdf | |
dc.identifier.doi | 10.1002/meet.2014.14505101143 | en_US |
dc.identifier.source | Proceedings of the American Society for Information Science and Technology | en_US |
dc.identifier.citedreference | Ding, Y. ( 2011 ). Community detection: Topological vs. topical. Journal of Informetrics, 5 ( 4 ): 498 – 514. | en_US |
dc.identifier.citedreference | Yan, E., Ding, Y., Milojević, S., & Sugimoto, C. R. ( 2012 ). Topics in dynamic research communities: An exploratory study for the field of information retrieval. Journal of Informetrics, 6 ( 1 ), 140 – 153. | en_US |
dc.identifier.citedreference | Giatsoglou, M. and Vakali, A. ( 2013 ). Capturing social data evolution using graph clustering. Internet Computing, IEEE, 17 ( 1 ): 74 – 79, 2013. | en_US |
dc.identifier.citedreference | Gläser, J. ( 2006 ). Wissenschaftliche Produktionsgemeinschaften ‐ die soziale Ordnung der Forschung, volume 906 of Campus Forschung. Campus Verlag, Frankfurt / New York. | en_US |
dc.identifier.citedreference | Holme, P., & Saramäki, J. ( 2012 ). Temporal networks. Physics reports, 519 ( 3 ), 97 – 125. | en_US |
dc.identifier.citedreference | Lin, Y. R., Chi, Y., Zhu, S., Sundaram, H., & Tseng, B. L. ( 2009 ). Analyzing communities and their evolutions in dynamic social networks. ACM Transactions on Knowledge Discovery from Data (TKDD), 3 ( 2 ), 8. | en_US |
dc.identifier.citedreference | Morris, S. and Van der Veer Martens, B.. ( 2008 ) Mapping research specialties. Annual review of information science and technology, 42 ( 1 ): 213 – 295. | en_US |
dc.identifier.citedreference | Newman, M. ( 2003 ) The structure and function of complex networks. SIAM Review, 45: 167 – 256. | en_US |
dc.identifier.citedreference | Rafols, I., Porter, A. L. and Leydesdorff, L. ( 2010 ), Science overlay maps: A new tool for research policy and library management. J. Am. Soc. Inf. Sci., 61: 1871 – 1887. DOI:10.1002/asi.21368 | en_US |
dc.identifier.citedreference | Rosvall, M., & Bergstrom, C. T. ( 2010 ). Mapping change in large networks. PloS one, 5 ( 1 ), e8694. | en_US |
dc.identifier.citedreference | Rosvall, M. and Bergstrom, C. T. ( 2008 ). Maps of random walks on complex networks reveal community structure. Proceedings of the National Academy of Sciences, 105 ( 4 ): 1118 – 1123. | en_US |
dc.identifier.citedreference | Velden, T. ( 2013 ) Explaining field differences in openness and sharing in scientific communities. In Proceedings of the 2013 conference on Computer supported cooperative work, pages 445–458. ACM. | en_US |
dc.identifier.citedreference | Velden, T., Cambo, S., Ahmed, S., and Lagoze C. ( 2013 ). Toward a time‐sensitive mesoscopic analysis of co‐author networks: A case study of two research specialties. In ISSI 2013, 15‐19 July, Vienna, Austria. | en_US |
dc.identifier.citedreference | Velden, T., Haque, A. and Lagoze, C. ( 2010 ). A new approach to analyzing patterns of collaboration in co‐authorship networks: mesoscopic analysis and interpretation. Scientometrics, 85 ( 1 ): 219 – 242. | en_US |
dc.identifier.citedreference | Velden, T. and Lagoze, C. ( 2013 ). The extraction of community structures from publication networks to support ethnographic observations of field differences in scientific communication. Journal of the American Society for Information Science and Technology, 64 ( 12 ): 2405 – 2427. | en_US |
dc.owningcollname | Interdisciplinary and Peer-Reviewed |
Files in this item
Remediation of Harmful Language
The University of Michigan Library aims to describe library materials in a way that respects the people and communities who create, use, and are represented in our collections. Report harmful or offensive language in catalog records, finding aids, or elsewhere in our collections anonymously through our metadata feedback form. More information at Remediation of Harmful Language.
Accessibility
If you are unable to use this file in its current format, please select the Contact Us link and we can modify it to make it more accessible to you.