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Method for Identification of Suitable Persons in Collaborators' Networks

机译:协作者网络中合适人选的识别方法

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Finding and recommendation of suitable persons based on their characteristics in social or collaboration networks is still a big challenge. The purpose of this paper is to discover and recommend suitable persons or whole community within a developers' network. The experiments were realized on the data collection of specialized web portal used for collaboration of developers - Code-plex.com. Users registered on this portal can participate in multiple projects, discussions, adding and sharing source codes or documentations, issue a release, etc. In the paper we deal with strength extraction between the developers based on their association with selected terms. We have used the approach for extraction of initial metadata, and we have used modified Jaccard coefficient for description of the strength of relations between developers. Proposed method is usable for creation of derived collaborators' subnetwork, where as input is used the set of words, which will describe the area or sphere, wherein we want to find or recommend suitable community and the words specify relation between the developers in the network. Obtained subnetwork describe a structure of developers' collaboration on projects, described by selected term.
机译:根据社交或协作网络中的人的特征来寻找和推荐合适的人仍然是一个巨大的挑战。本文的目的是在开发人员网络中发现并推荐合适的人或整个社区。实验是在用于开发人员协作的专用Web门户的数据收集上实现的-Code-plex.com。在此门户网站上注册的用户可以参与多个项目,讨论,添加和共享源代码或文档,发布版本等。在本文中,我们根据开发人员与选定条款的关联来处理开发人员之间的强度提取。我们使用了提取初始元数据的方法,并且使用了经过修改的Jaccard系数来描述开发人员之间的关系强度。所提出的方法可用于创建派生合作者的子网,其中使用词集作为输入,这些词集将描述区域或领域,其中我们要查找或推荐合适的社区,并且这些词指定网络中开发人员之间的关系。所获得的子网描述了开发人员在项目上进行协作的结构,用选定的术语来描述。

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