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arXiv 1901.01276cs.CY
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UTPO:用户信任档案本体-对在线健康信息源的信任建模

UTPO: User's Trust Profile Ontology - Modeling trust towards Online Health Information Sources

Prakruthi Karuna, Hemant Purohit, Vivian Motti

摘要:

尽管今天在线提供的健康信息数量巨大,但即使使用先进的推荐系统,找到可靠和值得信赖的信息仍然具有挑战性。为了应对这一挑战并改进我们推荐的来源,我们需要首先了解和捕获用户行为,哪些行为被认为是值得信赖的。本文提出了一个分类的相关因素,影响用户对在线健康信息源的信任。我们设计了一个调查实验,以验证分类的因素,并提出了一个本体使用的分类因素,这样每个用户的信任可以建模为我们的本体的实例,这以后可以编程推荐值得信赖的信息源。我们的工作将为个性化推荐系统和网站的设计提供信息,以改善健康信息的在线传递。

英文摘要:

Despite the overwhelming quantity of health information that is available online today, finding reliable and trustworthy information is still challenging, even when advanced recommender systems are used. To tackle this challenge and improve our recommended sources, we need to first understand and capture the user behavior of what is considered to be trustworthy. This paper presents a taxonomy of relevant factors that influence user' trust towards online health information sources. We design a survey experiment to validate the taxonomical factors, and propose an ontology using the taxonomy of factors, such that each user's trust could be modeled as an instance of our ontology and this could later be used programmatically to recommend trustworthy information sources. Our work will inform the design of personalized recommendation systems and websites to improve online delivery of health information.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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