在移动环境中向一组用户推荐一系列兴趣点

Daniel Herzog
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引用次数: 17

摘要

推荐系统(RSs)向用户推荐兴趣点(poi),比如餐馆、博物馆或纪念碑。在实践中,游客经常组团旅行,并希望沿着令人愉快的路线参观一系列景点。向一个团体推荐这样一系列的项目会使旅游推荐的问题复杂化,因为必须考虑到所有团体成员的偏好。在这项工作中,我们想要研究RS如何为一组用户解决所谓的旅游行程设计问题(TTDP)。我们展示了我们工作中最重要的组成部分和我们想要回答的研究问题。我们总结了迄今取得的成果,并概述了今后的工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recommending a Sequence of Points of Interest to a Group of Users in a Mobile Context
Recommender systems (RSs) recommend points of interest (POIs), such as restaurants, museums or monuments, to users. In practice, tourists often travel in groups and want to visit a sequence of POIs along an enjoyable route. Recommending such a sequence of items to a group complicates the problem of travel recommendations because the preferences of all group members have to be taken into account. In this work, we want to examine how a RS can solve the so-called Tourist Trip Design Problem (TTDP) for a group of users. We present the most important components of our work and the research questions we want to be answered. We summarize the results we achieved so far and outline future work.
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