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On the influence of social factors on team recommendations

机译:社会因素对团队推荐的影响

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In the last 10 years a new paradigm for creating innovations by also using external sources and paths to market has emerged and became popular. This paradigm is known as open innovation. Through the possible inclusion of these external sources for the innovation process a larger number of people (and thereby knowledge and skills) are available. People and organizations are connected in a network (so called open innovation network) of collaboration. These networks are valuable and provide an important source for composing teams, working on specific open innovation projects inside an open innovation community. We address the problem of composing such a team given the complexity of the network and innovation tasks with algorithmic team recommendation. Thereby different challenges have to be regarded such as including different aspects of team composition that were subject of research in the social and psychological sciences. We base this article on our previous work on the categorization of influencing team composition aspects and create a team composition model based uniquely on social aspects as an example for mapping classical team composition models onto our categorization. Furthermore, we describe typical issues arising when creating team composition models from scratch when mapping them onto our proposed meta model that represents the main component of our recommender approach.
机译:在过去的十年中,通过使用外部资源和市场途径创造创新的新范式已经出现并流行起来。这种范例称为开放式创新。通过为创新过程包括这些外部资源,可以使用更多的人(从而可以获取知识和技能)。人员和组织通过协作网络(所谓的开放式创新网络)连接在一起。这些网络很有价值,并为组成团队,在开放式创新社区内从事特定的开放式创新项目提供了重要的资源。考虑到网络和创新任务的复杂性,我们通过算法团队推荐解决了组成这样的团队的问题。因此,必须考虑不同的挑战,例如包括团队组成的不同方面,这些都是社会和心理学领域的研究主题。我们基于先前的工作对影响团队构成方面的分类进行文章,并基于社交方面创建唯一的团队构成模型,以作为将经典团队构成模型映射到我们的分类的示例。此外,我们描述了在将团队映射模型映射到我们提出的代表推荐方法主要组成部分的元模型时,从头创建团队组成模型时出现的典型问题。

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