以乘客为中心的智能移动出行关键技术研究

61872050
2018
F0208.物联网及其他新型网络
陈超
面上项目
教授
重庆大学
64万元
乘客反应行为;乘车意图;移动出行;乘客为中心;动态价格
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Rod-revenue: Seeking strategies analysis and revenue prediction in ride-on-demand service using multi-source urban data 期刊论文 Suiming Guo;Chao Chen;Jingyuan Wang;Yaxiao Liu;Ke Xu;Zhiwen Yu;Daqing Zhang;Dah Ming Chiu
2 Sending More With Less: Crowdsourcing Integrated Transportation as a New Form of Citywide Passenger–Package Delivery System 期刊论文 Chao Chen;Zhu Wang;Daqing Zhang
3 Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution 会议论文 Lei Zhou;Liang Feng;Kai Liu;Chao Chen;Shaojiang Deng;Tao Xiang;Siwei Jiang
4 AF-TCP: Traffic Congestion Prediction at Arbitrary Road Segment and Flexible Future Time 会议论文 Xuefeng Xie;Jie Zhao;Chao Chen;Lin Wang
5 Unifying Uber and taxi data via deep models for taxi passenger demand prediction 期刊论文 Jie Zhao;Chao Chen;Hongyu Huang;Chaocan Xiang
6 2F-TP: Learning Flexible Spatiotemporal Dependency for Flexible Traffic Prediction 期刊论文 Jie Zhao;Chao Chen;Chengwu Liao;Hongyu Huang;Jie Ma;Huayan Pu;Jun Luo;Tao Zhu;Shilong Wang
7 Where to Build New Public Toilets? Multi-Source Urban Data Tell the Truth 会议论文 Chaoxiong Chen;Yuyang Liu;Chengwu Liao;Chao Chen;Liang Feng;Zhu Wang
8 Enabling Smart Urban Services with GPS Trajectory Data 专著 Chao Chen;Daqing Zhang;Yasha Wang;Hongyu Huang
9 一种基于交通流量进行调节的智慧城市交通管理方法 专利 孟菲;陈超;郭尚志;李刚;鲜开义;严胡勇;谭光柱;赵庆
10 Citywide package deliveries via crowdshipping: minimizing the efforts from crowdsourcers 期刊论文 Sijing Cheng;Chao Chen;Shenle Pan;Hongyu Huang;Wei Zhang;Yuming Feng
11 2TD Path-Planner: Towards a More Realistic Path Planning System Over Two-Fold Time-Dependent Road Networks 期刊论文 Chao Chen;LipingcGao;Xuefeng Xie;Liang Feng;Yasha Wang
12 Distributed Caching Control Strategy in Mobile Edge Computing: A Mean Field Game Approach 会议论文 Hao Feng;Songtao Guo;Chao Chen;Xianlong Jiao
13 基于深度强化学习的水面无人艇路径跟踪方法 专利 陈超;杨劲冲;王星辰;李瑞远;古富强;郭松涛;蒲华燕;罗均;谢志江
14 Exploring associations between streetscape factors and crime behaviors using Google Street View images 期刊论文 Mingyu Deng;Wei Yang;Chao Chen;Chenxi Liu
15 Taxi-Passenger's Destination Prediction via GPS Embedding and Attention-Based BiLSTM Model 期刊论文 Chengwu Liao;Chao Chen;Chaocan Xiang;Hongyu Huang;Hong Xie;Songtao Guo
16 Street-Level Solar Radiation Mapping and Patterns Profiling Using Baidu Street View Images 期刊论文 Mingyu Deng;Wei Yang;Chao Chen;Zhou Wu;Yong Liu;Chaocan Xiang
17 Understanding and visualizing passengers’ travel behaviours: a device-free sensing way leveraging taxi trajectory data 期刊论文 Chengwu Liao;Chao Chen;Zhiqing Zhang;Hong Xie
18 基于双注意力图嵌入网络的出行意图预测方法 专利 陈超;吴杰;廖成武;王星辰;汪俊宇;赵杰;蒲华燕;罗均;郭松涛
19 基于半监督图嵌入框架的出行意图预测方法 专利 陈超;杨川;廖成武;古富强;李瑞远;蒲华燕;罗均;郭松涛
20 O2D: An uncooperative taxi-passenger’s destination predication system via deep neural networks 期刊论文 Xingchen Wang;Chengwu Liao;Chao Chen;Jie Ma;Huayan Pu
21 VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing 期刊论文 Chao Chen;Yan Ding;Zhu Wang;Junfeng Zhao;Bin Guo;Daqing Zhang
22 Fine-grained Dynamic Price Prediction in Ride-on-demand Services: Models and Evaluations 期刊论文 Suiming Guo;Chao Chen;Jingyuan Wang;Yaxiao Liu;Ke Xu;Dah Ming Chiu
23 Enjoy the most beautiful scene now: a memetic algorithm to solve two-fold time-dependent arc orienteering problem 期刊论文 Chao Chen;Liping Gao;Xuefeng Xie;Zhu Wang
24 A Differential Private Mechanism to Protect Trajectory Privacy in Mobile Crowd-Sensing 会议论文 Hongyu Huang;Xin Niu;Chao Chen;Chunqiang Hu
25 L2MM: Learning to Map Matching with Deep Models for Low-Quality GPS Trajectory Data 期刊论文 Linli Jiang;Chao-Xiong Chen;Chao Chen
26 cuRL: A Generic Framework for Bi-Criteria Optimum Path-Finding Based on Deep Reinforcement Learning 期刊论文 Chao Chen;Lujia Li;Mingyan Li;Ruiyuan Li;Zhu Wang;Fei Wu;Chaocan Xiang
27 Distributed Spatio-Temporal k Nearest Neighbors Join 会议论文 Ruiyuan Li;Rubin Wang;Junwen Liu;Zisheng Yu;Huajun He;Tianfu He;Sijie Ruan;Jie Bao;Chao Chen;Fuqiang Gu;Liang Hong;Yu Zheng
28 基于深度强化学习的双目标路径规划方法 专利 陈超;徐靖涵;李路嘉;李明妍;李瑞远;古富强;郭松涛;谢志江;蒲华燕;罗均
29 一种城市领域知识图谱可信评估方法及系统 专利 王亚沙;陈超;赵俊峰;徐涌鑫;王子健;陈超雄;程思静
30 Apache ShardingSphere: A Holistic and Pluggable Platform for Data Sharding 会议论文 Ruiyuan Li;Liang Zhang;Juan Pan;Junwen Liu;Peng Wang;Nianjun Sun;Shanmin Wang;Chao Chen;Fuqiang Gu;Songtao Guo
31 semi-Traj2Graph: Identifying Fine-grained Driving Style with GPS Trajectory Data via Multi-task Learning 期刊论文 Chao Chen;Qiang Liu;Xingchen Wang;Chengwu Liao;Daqing Zhang
32 Wheels Know Why You Travel: Predicting Trip Purpose via a Dual-Attention Graph Embedding Network 期刊论文 Chengwu Liao;Chao Chen;Suiming Guo;Zhu Wang;Yaxiao Liu;Ke Xu;Daqing Zhang
33 A Force-directed Approach to Seeking Route Recommendation in Ride-on-demand Service Using Multi-source Urban Data 期刊论文 Suiming Guo;Chao Chen;Jingyuan Wang;Yan Ding;Yaxiao Liu;Xu Ke;Zhiwen Yu;Daqing Zhang
34 TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change 期刊论文 Chao Chen;Yan Ding;Xuefeng Xie;Shu Zhang;Zhu Wang;Liang Feng
35 Enriching Large-Scale Trips with Fine-Grained Travel Purposes: A Semi-Supervised Deep Graph Embedding Framework 期刊论文 Chengwu Liao;Chao Chen;Suiming Guo;Leye Wang;Fuqiang Gu;Jing Luo;Ke Xu
36 一种基于深度学习的地图匹配算法 专利 孟菲;陈超;江林丽;陈超雄;罗均;蒲华燕;李瑞远;古富强;郭松涛
37 基于SQL引擎的全链路压测数据分流系统及方法 专利 李瑞远;姜俊;刘钧文;王棚;陈超;张东霞;李文慧
38 一种充分借助车辆航向的三阶段在线地图匹配算法 专利 陈超;丁琰;谢雪枫;杨智凯
39 用于双时变路网的多偏好路线规划方法 专利 陈超;汪俊宇;高丽萍
40 CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries 期刊论文 Chao Chen;Sen Yang;Yasha Wang;Bin Guo;Daqing Zhang
41 Accurate Boundary Detection and Refinement for Continuous Objects in IoT Sensing Networks 期刊论文 Zhangbing Zhou;Yaqiang Zhang;Xuefang Yi;Chao Chen;Haodi Ping
42 META: A City-Wide Taxi Repositioning Framework Based on Multi-Agent Reinforcement Learning 期刊论文 Chenxi Liu;Chao-Xiong Chen;Chao Chen
43 A Memetic Algorithm for Finding the Two-fold Time-dependent Most Beautiful Driving Routes 会议论文 Liping Gao;Chao Chen;Hongyu Huang;Chaocan Xiang
44 From driving trajectories to driving paths: a survey on map-matching Algorithms 期刊论文 Linli Jiang;Chaoxiong Chen;Chao Chen;Hongyu Huang;Bin Guo
45 DAVT: An Error-Bounded Vehicle Trajectory Data Representation and Compression Framework 期刊论文 Chao Chen;Yan Ding;Suiming Guo;Yasha Wang
46 ToiletBuilder: A PU-Learning-Based Model for Selecting New Public Toilet Locations 期刊论文 Chaoxiong Chen;Chao Chen;Chaocan Xiang;Songtao Guo;Zhu Wang;Bin Guo
47 一种基于分层强化学习的端到端驾驶方法 专利 陈超;张帆;吴飞;马捷;古富强;李瑞远;蒲华燕;罗均
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