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Erschienen in:
2013 | OriginalPaper | Buchkapitel
A Conceptual Approach to Characterize Dynamic Communities in Social Networks: Application to Business Process Management
verfasst von : Cassio Melo, Bénédicte Le Grand, Marie-Aude Aufaure
Erschienen in: Business Process Management Workshops
Verlag: Springer Berlin Heidelberg
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In the enterprise decision making process, specifically product design and CRM, the analysis of all the available and relevant customer information is a major task. In this paper we propose measures based on Formal Concept Analysis to determine conceptual proximity between people. We explain how FCA can support market analysts in their task of CRM marketing and management, with the automatic discovery of knowledge in large amounts of enterprise information (e.g. document collections). The temporal evolution of this proximity measure may be analyzed, and provides significant insights on trends and market behavior. This approach has been exemplified with a case study on Twitter with an emphasis on content dynamics within user communities.