基于任务的旅游导航推荐系统研究

J. C. Hung, V. Hsu, Martin M. Weng
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引用次数: 3

摘要

随着无线环境的发展,旅游营销从传统方式向新一代方式转移。移动商务技术为客户提供了更直接、更及时的信息。我们的研究目的是建立一个基于人类投资组合与全球卫星定位系统(global positioning system;GPS)定位功能,对推荐系统中的智能移动设备进行适当的定位和自适应。首先,我们抓住旅游业的位置,然后与人力投资组合中的指标交叉匹配。这可以过滤信息并个性化旅游信息。它通过与智能旅游服务和人类投资组合的互动提供个性化信息,之前过滤的产品问题,以及旅游业和供应商之间的互动,以促进合作解决问题。此外,我们提出了一个面向任务的Petri网(TOPN)模型来实现奖励机制,以便在旅途中为出行者提供互动和反馈。从用户区域识别不同出行任务的构建,找到适合用户的出行任务。同时,一种符合上下文感知和环境感知的自适应推荐算法,也为不同用户在同一地点提供了自适应的全方位出行路线规划。
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A study for task based recommendation system for travel navigation
With the development of wireless environment, tourism marketing transfer from the traditional way to the new generation. The mobile commerce technology provides customer more directly and more timely information. Our study purpose a schema based on human portfolio combined with the global satellite positioning system (Global Positioning System; GPS) positioning function to make a proper localization and adaptive for the intelligent mobile devices in the recommendation system. First we catch the tourism position than cross match with the indicator in the Human Portfolio. This could filter the information and personalize the travel information. This provides personalized information via interactions with Smart Travel Service and Human Portfolio, a previously filtered product issues, and an interactions between tourism and provider to promote collaborative problem resolution. Furthermore, we proposed a Task Oriented Petri Net (TOPN) model to implement the award mechanism in order to provide the interaction and feedback for traveler during the journey. It's identifying the construction of different travel mission from users area and find a suitable mission for user. Meanwhile, an adaptive recommendation algorithm, complied with context-awareness and ambient-awareness, also provide an adaptive and omnibearing travel route planning for different user even from the same place.
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