旅游环境下用户表示的本体

Harry Jonathan Márquez Muñoz, Yudith Cardinale
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引用次数: 3

摘要

以用户为中心的应用程序最近得到了普及,特别是在旅游领域,以满足用户的个性化需求并提供个性化的信息。反过来,需要对用户概要文件进行建模,考虑与用户本身及其上下文相关的信息的不同方面。然而,缺乏表示这些信息的标准化。由于语义网具有组织和推理的能力,特别是通过本体的能力,语义网似乎是这种知识的形式化表示的明确解决方案。有些作品提出了对用户配置文件建模的本体,但只涵盖了所需信息的部分方面,并且仅适用于特定应用程序,他们没有提出适用于旅游领域的通用用户配置文件模型。这项工作提出了gene本体的发展,这是一个旅游环境的通用本体,它代表了与用户及其上下文相关的信息的不同维度。此外,还提出并发展了从用户的社交网络中推断其特征、偏好、兴趣和行为的技术。
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GENTE: An Ontology to Represent Users in the Tourism Context
User-centric applications have recently gained popularity in particular in the tourism domain, in order to satisfy the individual needs of users and to provide personalized information. In turn, there is a need on modeling user profiles, considering different aspects of the information related to the user himself and his context. However, there is a lack of standardization to represent such information. The Semantic Web seems to be a clear solution for the formal representation of this knowledge, due to its capacity for organization and reasoning, in particular through ontologies. There are works that propose ontologies to model the user profile, but only cover partial aspects of the information required and are only applicable to specific applications, they do not propose a generalized user profile model applicable to the domain of tourism. This work proposes the development of GENTE ontology, a GENeral ontology for Tourism Environments, that represents the different dimensions of the information related to users and their context. In addition, techniques to infer characteristics, preferences, interests, and behaviors of users, from their social networks are proposed and developed.
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