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Valuation of online social networks taking into account users' interconnectedness

机译:考虑用户互连性的在线社交网络评估

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摘要

Online social networks have been gaining increasing economic importance in light of the rising number of their users. Numerous recent acquisitions priced at enormous amounts have illustrated this development and revealed the need for adequate business valuation models. The value of an online social network is largely determined by the value of its users, the relationships between these users, and the resulting network effects. Therefore, the interconnectedness of a user within the network has to be considered explicitly to get a reasonable estimate for its economic value. Established standard business valuation models, however, do not account for these aspects sufficiently. Thus, we propose an economic model for the valuation of online social networks, which takes into account the users' interconnectedness within the network. Furthermore, we analyze different centrality measures, which can be used to quantify users' interconnectedness in online social networks and propose a measure which is based on the PageRank-algorithm. Finally, the practical application of the model is illustrated by an example of the European online social network XING.com.
机译:鉴于在线用户的数量不断增加,在线社交网络已变得越来越重要。最近大量的高价收购说明了这种发展,并表明需要适当的业务评估模型。在线社交网络的价值在很大程度上取决于其用户的价值,这些用户之间的关系以及由此产生的网络效应。因此,必须明确考虑网络内用户的互连性,以获取对其经济价值的合理估计。但是,已建立的标准业务评估模型不能充分说明这些方面。因此,我们提出了一种在线社交网络评估的经济模型,该模型考虑了用户在网络内的相互联系。此外,我们分析了不同的集中度度量,这些度量可用于量化在线社交网络中用户的相互联系,并提出一种基于PageRank算法的度量。最后,以欧洲在线社交网络XING.com为例说明了该模型的实际应用。

著录项

  • 来源
    《Information systems and e-business management》 |2012年第1期|p.61-84|共24页
  • 作者单位

    Department of Information Systems Engineering and Financial Management, University of Augsburg, Universitaetsstrasse 16, 86159 Augsburg, Germany;

    Department of Information Systems Engineering and Financial Management, University of Augsburg, Universitaetsstrasse 16, 86159 Augsburg, Germany;

    Department of Information Systems, University of Innsbruck, Universitaetsstrasse 15, 6020 Innsbruck, Austria;

    Department of Information Systems Engineering and Financial Management, University of Augsburg, Universitaetsstrasse 16, 86159 Augsburg, Germany;

    Department of Information Systems Engineering and Financial Management, University of Augsburg, Universitaetsstrasse 16, 86159 Augsburg, Germany;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    online social networks; economic valuation; business case centrality measures; pagerank;

    机译:在线社交网络;经济估价;商业案例集中度措施;网页排名;

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