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Towards an Emergent Taxonomy Approach for Adaptive Profiling

机译:面向自适应分类的新兴分类法

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The omnipresence of data processing and mobile telephony in our life (computers, PDA, GSM, GPS...) along with the evolution of wireless technologies opens the door towards new habits. To avoid being submerged by too much information it is necessary to equip each electronic component present in user's daily life with capacities to take into account his needs according to his actions, to assist him while learning and anticipating on his behavior in the most autonomous way. Personalization is clearly situated in this objective; it enables a user profile construction which has to dynamically evolve. It also has to take into account new preferences, needs and interests of this user and to forget old ones. This paper proposes a local, cooperative and real-time multi-agent approach to build adaptive and incremental profiles. First, documents are sequentially parsed, which leads to the construction of a Temporary Terminological Network (TTN). This Network is then merged with other document's extracted networks, in order to create a Permanent Terminological Network (PTN), relevant to the studied collection and used to index this collection thanks to a clustering approach. Preliminary results of the built system are then presented as well as perspectives.
机译:我们生活中无处不在的数据处理和移动电话(计算机,PDA,GSM,GPS等)以及无线技术的发展为新习惯的发展打开了大门。为了避免被过多的信息淹没,有必要使用户日常生活中存在的每个电子组件都具有根据其行为来考虑其需求的能力,以最自主的方式帮助他学习和预测他的行为。个性化显然位于该目标中;它支持必须动态发展的用户配置文件构建。它还必须考虑该用户的新偏好,需求和兴趣,而忘记旧的。本文提出了一种本地,协作和实时的多代理方法来构建自适应和增量配置文件。首先,顺序分析文档,这导致了临时术语网络(TTN)的构建。然后,将该网络与其他文档的提取网络合并,以创建一个与所研究馆藏相关的永久术语网(PTN),并通过聚类方法将该馆藏编入索引。然后介绍了构建系统的初步结果以及观点。

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