The DOI matches its Crossref record; 23 of the 23 references it cites were found in a registry or an index.
Signed networks in social media
Abstract
Relations between users on social media sites often reflect a mixture of positive (friendly) and negative (antagonistic) interactions. In contrast to the bulk of research on social networks that has focused almost exclusively on positive interpretations of links between people, we study how the interplay between positive and negative relationships affects the structure of on-line social networks. We connect our analyses to theories of signed networks from social psychology. We find that the classical theory of structural balance tends to capture certain common patterns of interaction, but that it is also at odds with some of the fundamental phenomena we observe --- particularly related to the evolving, directed nature of these on-line networks. We then develop an alternate theory of status that better explains the observed edge signs and provides insights into the underlying social mechanisms. Our work provides one of the first large-scale evaluations of theories of signed networks using on-line datasets, as well as providing a perspective for reasoning about social media sites.
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Cites
Granovetter, M. S. (1973) · American Journal of Sociology · doi:10.1086/225469 · Cited by 40,491
Economic Action and Social Structure: The Problem of Embeddedness
Granovetter, M. (1985) · American Journal of Sociology · doi:10.1086/228311 · Cited by 28,745
Social Capital in the Creation of Human Capital
Coleman, J. S. (1988) · American Journal of Sociology · doi:10.1086/228943 · Cited by 26,975
Social Capital in the Creation of Human Capital
COLEMAN, J. (2000) · Knowledge and Social Capital · doi:10.1016/b978-0-7506-7222-1.50005-2 · Cited by 21,666
The Structure and Function of Complex Networks
Newman, M. E. J. (2003) · SIAM Review · doi:10.1137/s003614450342480 · Cited by 18,719
Social Network Analysis: Methods and Applications
Wasserman, S. S., & Faust, K. (1994) · Cited by 17,962
Social Network Analysis: Methods and Applications
Wasserman, S., & Faust, K. (1994) · doi:10.1017/cbo9780511815478 · Cited by 17,557
Opinion mining and sentiment analysis
Pang, B., & Lee, L. (2008) · Foundations and Trends® in Information Retrieval · doi:10.1561/1500000011 · Cited by 6,372
The Network Structure Of Social Capital
Burt, R. S. (2000) · Research in Organizational Behavior · doi:10.1016/s0191-3085(00)22009-1 · Cited by 4,104
Attitudes and cognitive organization
Heider, F. (1946) · The Journal of Psychology · doi:10.1080/00223980.1946.9917275 · Cited by 3,672
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Masuda, N., Porter, M. A., & Lambiotte, R. (2017) · Physics Reports · doi:10.1016/j.physrep.2017.07.007 · Cited by 657
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Metadata
- Authors
- Leskovec, J., Huttenlocher, D., & Kleinberg, J.
- Venue
- Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
- Publisher
- ACM
- Published
- 2010-04-10
- Pages
- 1361-1370
- OpenAlex
- W2142517301
- Cited by
- 1,306
- References
- 23
- FWCI
- 39.86
- Type
- conference paper
- Language
- en
- Open access
- closed
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
