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A new approach to role and position detection in networks
Univ Bologna, Bologna, Italy..
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computing Science.ORCID iD: 0000-0002-3437-9018
Univ Bologna, Bologna, Italy..
Univ Politecn Cataluna, Barcelona, Spain..
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2016 (English)In: SOCIAL NETWORK ANALYSIS AND MINING, ISSN 1869-5450, Vol. 6, no 1, UNSP 39Article in journal (Refereed) Published
Abstract [en]

We rethink and extend the concepts of position and role in a network, basing them on various well-known measures that were not previously associated with these concepts, such as geodesic distance and modularity. The effectiveness of our new role and position detection algorithms is evaluated both qualitatively and quantitatively, on synthetic and real data, showing that we can identify new types of meaningful patterns in networks.

Place, publisher, year, edition, pages
2016. Vol. 6, no 1, UNSP 39
Keyword [en]
Blockmodeling, Positions vs. roles, Communities, Betweenness, Shortest paths, Approximation
National Category
Computer Science
Identifiers
URN: urn:nbn:se:uu:diva-304133DOI: 10.1007/s13278-016-0346-9ISI: 000381220500039OAI: oai:DiVA.org:uu-304133DiVA: diva2:1023286
Available from: 2016-10-04 Created: 2016-10-03 Last updated: 2016-12-09

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