Tour-sites Recommendation Mechanism for Navigation System

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
C. Chou, Sheng-Tzong Cheng, Yi Tsen Chiang
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引用次数: 1

Abstract

This work proposed a hierarchical tour-sites recommendation mechanism based on tourist group which is context, location, and time awareness. This mechanism includes two parts, Inter-site and Intra-site. We adopted the Artificial Fish Swarm Algorithm (AFSA) to build this two parts tour-sites recommendation mechanism. In the Inter-site recommendation, we combined Co-occurrence concept to predict the interest of tourists. We formulate the problem of choosing the paths among the vehicles in the same region by using non-cooperative game theory, and find out the solution of this game which is known as Nash equilibrium. This mechanism determined on reducing the average waiting time of tourist and balancing the congestion degree of sites in a city and presents a recommendation mechanism for vehicle-sharing. Moreover, it took the demand of tourists into consideration. The experimental results showed that the mechanism we proposed improve the tourism experience for tourist groups.
导航系统的旅游站点推荐机制
本文提出了一种基于游客群体语境、地点和时间意识的分级旅游景点推荐机制。该机制包括站点间机制和站点内机制两部分。我们采用人工鱼群算法(Artificial Fish Swarm Algorithm, AFSA)构建了这个由两部分组成的旅游站点推荐机制。在站点间推荐中,我们结合Co-occurrence的概念来预测游客的兴趣。利用非合作博弈理论,提出了同一区域内车辆的路径选择问题,并求出了该博弈的解,即纳什均衡。该机制以减少游客的平均等待时间和平衡城市站点的拥堵程度为目标,提出了一种车辆共享的推荐机制。此外,它考虑到游客的需求。实验结果表明,本文提出的机制改善了旅游团的旅游体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Internet Technology
Journal of Internet Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
3.20
自引率
18.80%
发文量
112
审稿时长
13.8 months
期刊介绍: The Journal of Internet Technology accepts original technical articles in all disciplines of Internet Technology & Applications. Manuscripts are submitted for review with the understanding that they have not been published elsewhere. Topics of interest to JIT include but not limited to: Broadband Networks Electronic service systems (Internet, Intranet, Extranet, E-Commerce, E-Business) Network Management Network Operating System (NOS) Intelligent systems engineering Government or Staff Jobs Computerization National Information Policy Multimedia systems Network Behavior Modeling Wireless/Satellite Communication Digital Library Distance Learning Internet/WWW Applications Telecommunication Networks Security in Networks and Systems Cloud Computing Internet of Things (IoT) IPv6 related topics are especially welcome.
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