A Novel Approach for Traffic Signal Control: A Recommendation Perspective

doi:10.1109/MITS.2017.2709779

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	A Novel Approach for Traffic Signal Control: A Recommendation Perspective
	Zhao, Yifei1 ; Gao, Hang 2; Wang, Shuai1,3,4 ; Wang, Fei-Yue1,4,5
发表期刊	IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE
	2017-09-01
卷号	9 期号:3 页码:127-135
文章类型	Article
摘要	; Traffic Signal Control is an effective mean of solving urban traffic problems by providing appropriate signal timings for road intersections. In this paper, we propose a novel approach originated from methods and applications of recommendation systems to select the most suitable signal timings for various traffic demands. Specifically, we use the idea of computational experiments and the well-known recommendation technology called Collaborative Filtering to find the best signal timings from a database filled with large amounts of traffic data. When the database is not large enough for some special traffic situations, traditional approaches are adopted. Corresponding data with good performance will be recorded.
关键词	Traffic Signal Control
WOS标题词	Science & Technology ; Technology
DOI	10.1109/MITS.2017.2709779
关键词[WOS]	FUZZY-LOGIC-CONTROLLER ; TRANSPORTATION SYSTEMS ; MANAGEMENT ; NETWORKS
收录类别	SCI
语种	英语
项目资助者	National Science Foundation(1239323) ; Hyundai Center of Excellence at UC Berkeley ; Zeno Karl Schindler Foundation
WOS研究方向	Engineering ; Transportation
WOS类目	Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS记录号	WOS:000406422800013
引用统计	被引频次：19[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/20081
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
作者单位	1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Qingdao Acad Intelligent Ind, Inst Smart Educ Syst, Qingdao 266109, Peoples R China 3.Qingdao Acad Intelligent Ind, Qingdao, Peoples R China 4.Xi An Jiao Tong Univ, Xian, Shaanxi, Peoples R China 5.Natl Univ Def Technol, Changsha, Hunan, Peoples R China
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Zhao, Yifei,Gao, Hang,Wang, Shuai,et al. A Novel Approach for Traffic Signal Control: A Recommendation Perspective[J]. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE,2017,9(3):127-135.
APA	Zhao, Yifei,Gao, Hang,Wang, Shuai,&Wang, Fei-Yue.(2017).A Novel Approach for Traffic Signal Control: A Recommendation Perspective.IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE,9(3),127-135.
MLA	Zhao, Yifei,et al."A Novel Approach for Traffic Signal Control: A Recommendation Perspective".IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE 9.3(2017):127-135.

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