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Please use this identifier to cite or link to this item: http://hdl.handle.net/1820/4206

Title: Mining and Visualizing Research Networks using the Artefact-Actor-Network Approach
Authors: Reinhardt, Wolfgang
Wilke, Adrian
Moi, Matthias
Drachsler, Hendrik
Sloep, Peter
Keywords: knowledge work
knowledge worker
research networks
visualization
social network analysis
twitter
Issue Date: 27-Mar-2012
Abstract: Virtual communities are increasingly relying on technologies and tools of the so-called Web 2.0. In the context of scientific events and topical Research Networks, researchers use Social Media as one main communication channel. This raises the question, how to monitor and analyze such Research Networks. In this chapter we argue that Artefact-Actor-Networks (AANs) serve well for modeling, storing and mining the social interactions around digital learning resources originating from various learning services. In order to deepen the model of AANs and its application to Research Networks, a relevant theoretical background as well as clues for a prototypical reference implementation are provided. This is followed by the analysis of six Research Networks and a detailed inspection of the results. Moreover, selected networks are visualized. Research Networks of the same type show similar descriptive measures while different types are not directly comparable to each other. Further, our analysis shows that narrowness of a Research Network's subject area can be predicted using the connectedness of semantic similarity networks. Finally conclusions are drawn and implications for future research are discussed.
Description: Reinhardt, W., Wilke, A., Moi, M., Drachsler, H., & Sloep, P. B. (2012). Mining and Visualizing Research Networks using the Artefact-Actor-Network Approach. In A. Abraham (Ed.), Computational Social Networks. Mining and Visualization (pp. 233-268). Springer. Also available at http://www.springer.com/computer/communication+networks/book/978-1-4471-4053-5
URI: http://hdl.handle.net/1820/4206
ISBN: 978-1-4471-4053-5
Appears in Collections:1. LN: Publications and Preprints

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