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Goals in Social Media, information retrieval and intelligent agents

机译:社交媒体的目标,信息检索和智能代理商

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This tutorial provides a comprehensive and cohesive overview of goal modeling and recognition approaches by the Information Retrieval, the Artificial Intelligence and the Social Media communities. We will examine how these fields restrict the domain of study and how they capture notions easily perceived by humans' intuition but difficult to be formally defined and handled algorithmically. It is the purpose of this tutorial to provide a solid framework for placing existing work into perspective and highlight critical open challenges that will act as a springboard for researchers and practitioners in database systems, social data, and the Web, as well as developers of web-based, database-driven, and social applications, to work towards more user-centric systems and applications.
机译:本教程通过信息检索,人工智能和社交媒体社区提供了全面且凝聚的目标建模和识别方法概述。我们将研究这些字段如何限制研究领域以及它们如何捕获人类直觉容易感知的概念,而是难以正式定义和处理算法。本教程的目的是提供一个坚实的框架,用于将现有工作放入透视,并突出批判性开放挑战,该挑战将充当数据库系统,社交数据和网络的研究人员和从业者以及网络的开发人员基于,数据库驱动和社交应用程序,用于更适合更多的用户/地区系统和应用程序。

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