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	How to find a comfortable bus route - Towards personalized information recommendation services
	Guo, Danhuai2; Zhao, Ziqi1; Xu, Wei1; Lan, Jinsong2; Zhang, Tao1; Liu, Shuguang3; Li, Jianhui2; Zhou, Yuanchun2
	2015
DOI	10.5334/dsj-2015-014
英文摘要	With the generation of massive data from bus IC cards, how to effectively and efficiently recommend comfortable bus routes to bus passengers is a challenging and complex task. In this paper, waiting time, crowded time, and driving time between different bus stations on different bus routes at different times of the day are calculated from bus IC cards data history. Then, a multi-objective program with various constraints is suggested to recommend comfortable bus routes for bus passengers, and a genetic algorithm is developed to search for expected solutions. The proposed method is implemented using bus IC cards data from Chongqing, China and will be a promising tool for bus passengers when choosing comfortable bus routes. © 2015 The Author(s).
语种	英语
电子版国际标准刊号	16831470
内容类型	会议论文
源URL	[http://119.78.100.138/handle/2HOD01W0/9771]
专题	中国科学院重庆绿色智能技术研究院
作者单位	1.School of Information, Renmin University of China, Beijing; 100872, China; 2.Computer Network Information Center, Chinese Academy of Sciences, Beijing; 100190, China; 3.Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing; 400714, China
推荐引用方式 GB/T 7714	Guo, Danhuai,Zhao, Ziqi,Xu, Wei,et al. How to find a comfortable bus route - Towards personalized information recommendation services[C]. 见:.

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