Evaluation of multi-agent model for community formation in network society

J. Sawamoto, Kei Mutoh, H. Tsuji, H. Koizumi
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引用次数: 2

Abstract

Advances in information technology are changing the social environment, and have brought about the so-called information-oriented network society. One of the major issues in the network society is how to bring people together, that is how to form the communities that share similar interests. The formation of communities brings a great deal of benefits to the members such as social collaboration on the Internet, recommendations from people who are interested in similar topics, etc. However, acquiring information about communities and selecting appropriate communities to join is a burden for most of the people and the burden restricts their lives in the network society. We propose a model of community formation with multi-agents with consideration of the cognitive balance model of the user. Personal agents can help the users by gathering and exchanging information, and recommending or assisting the users in making choices. The proposed model is evaluated through experiments.
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网络社会中社区形成的多智能体模型评价
信息技术的进步正在改变社会环境,并带来了所谓的信息化网络社会。网络社会的主要问题之一是如何将人们聚集在一起,即如何形成具有相似兴趣的社区。社区的形成给成员带来了很多好处,比如互联网上的社会协作,对类似话题感兴趣的人的推荐等等。然而,获取社区信息并选择合适的社区加入对大多数人来说是一种负担,这种负担限制了他们在网络社会中的生活。考虑用户的认知平衡模型,提出了一种多智能体社区形成模型。个人代理可以帮助用户收集和交换信息,并推荐或协助用户做出选择。通过实验对该模型进行了验证。
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