1. Home
  2. Proceedings
  3. MDM
  4. MDM 2019
Default Cover Image

2019 20th IEEE International Conference on Mobile Data Management (MDM)

June 10 2019 to June 13 2019

Hong Kong, Hong Kong

ISBN: 978-1-7281-3363-8

Table of Contents

Title Page iFreely available from IEEE.pp. 1-1
Title Page iiiFreely available from IEEE.pp. 3-3
Copyright PageFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-17
Message from the General Co-ChairsFreely available from IEEE.pp. 18-18
Message from the Program Co-ChairsFreely available from IEEE.pp. 19-20
Message from the Advanced Seminar Co-ChairsFreely available from IEEE.pp. 21-21
Message from the Mobile Data & AI Special Track ChairsFreely available from IEEE.pp. 22-22
Message from the Transport & Urban Analytics Track ChairsFreely available from IEEE.pp. 23-23
Message from the Demonstration Track ChairsFreely available from IEEE.pp. 24-24
Message from the PhD Forum ChairsFreely available from IEEE.pp. 25-25
Message from the ALIAS’19 Workshop ChairsFreely available from IEEE.pp. 26-27
Message from the BlockApp'19 Workshop ChairsFreely available from IEEE.pp. 28-28
Message from the MLDQ'19 Workshop ChairsFreely available from IEEE.pp. 29-29
Message from the MobiSocial'19 Workshop ChairsFreely available from IEEE.pp. 30-30
Message from the MUST'19 Workshop ChairsFreely available from IEEE.pp. 31-31
Message from the MDASC'19 Workshop ChairsFreely available from IEEE.pp. 32-32
Sponsors and SupporterFreely available from IEEE.pp. 33-33
Organizing CommitteeFreely available from IEEE.pp. 34-36
Program CommitteeFreely available from IEEE.pp. 37-39
Sequence-Aware Recommendation with Long-Term and Short-Term Attention Memory NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 437-442
by Daochang Chen, Rui Zhang, Jianzhong Qi, Bo Yuan
Workshop CommitteesFreely available from IEEE.pp. 40-46
External ReviewersFreely available from IEEE.pp. 47-47
Geometric Top-k Processing: Updates Since MDM'16 [Advanced Seminar]Full-text access may be available. Sign in or learn about subscription options.pp. 1-3
by Kyriakos Mouratidis
Mobile Data Collection and Analysis with Local Differential PrivacyFull-text access may be available. Sign in or learn about subscription options.pp. 4-7
by Ninghui Li, Qingqing Ye
Lighthouse: Enabling Landmark-Based Accurate and Robust Next Generation Indoor LBSs on a Worldwide ScaleFull-text access may be available. Sign in or learn about subscription options.pp. 8-17
by Moustafa Youssef, Patrick Robertson, Heba Abdelnasir, Maria Puyol, Etienne Le Grand, Luigi Bruno
Automated Product Localization Through Mobile Data AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 18-26
by Magnus Oplenskedal, Amirhosein Taherkordi, Peter Herrmann
MR-Cubes: On-the-Fly Computation of Location Popularity from Check-in Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 27-36
by George Constantinou, Chrysovalantis Anastasiou, Dimitris Stripelis, Cyrus Shahabi
Scalable and Accurate Estimation of Room-Level People Counts from Multi-Modal Fusion of Perimeter Sensors and WiFi TrajectoriesFull-text access may be available. Sign in or learn about subscription options.pp. 37-42
by Fisayo Caleb Sangogboye, Mikkel Baun Kjærgaard
A Martingale-Based Approach for Flight Behavior Anomaly DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 43-52
by Shen-Shyang Ho, Matthew Schofield, Bo Sun, Jason Snouffer, Jean Kirschner
An Effective Approach on Mining Co-Location Patterns from Spatial Databases with Rare FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 53-62
by Peizhong Yang, Lizhen Wang, Xiaoxuan Wang, Dianwu Fang
Clustering Noisy Trajectories via Robust Deep Attention Auto-EncodersFull-text access may be available. Sign in or learn about subscription options.pp. 63-71
by Rui Zhang, Peng Xie, Hongbo Jiang, Zhu Xiao, Chen Wang, Ling Liu
MISCELA: Discovering Correlated Attribute Patterns in Time Series Sensor DataFull-text access may be available. Sign in or learn about subscription options.pp. 72-80
by Kei Harada, Yuya Sasaki, Makoto Onizuka
KOLQ in a Road NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 81-90
by Zitong Chen, Yubao Liu, Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Genan Dai
Toward System-Optimal Route GuidanceFull-text access may be available. Sign in or learn about subscription options.pp. 91-99
by Robert J Fitzgerald, Farnoush Banaei-Kashani
Efficient Batch Processing of Shortest Path Queries in Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 100-105
by Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou
Group Nearest Compact POI Set Queries in Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 106-111
by Sen Zhao, Li Xiong
Safe Driving at Traffic Lights: An Image Recognition Based ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 112-117
by Cuizhu Bao, Chen Chen, HaiLin Kui, Xiaoyang Wang
Toward Efficient Processing of Spatio-Temporal Workloads in a Distributed In-Memory SystemFull-text access may be available. Sign in or learn about subscription options.pp. 118-127
by Puya Memarzia, Maria Patrou, Md Mahbub Alam, Suprio Ray, Virendra C. Bhavsar, Kenneth B. Kent
A Semantic Sequential Correlation Based LSTM Model for Next POI RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 128-137
by Guanhua Zhan, Jian Xu, Zhifeng Huang, Qiang Zhang, Ming Xu, Ning Zheng
Time-Dependent Reachability Analysis: A Data-Driven ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 138-143
by Chrysovalantis Anastasiou, Chao Huang, Seon Ho Kim, Cyrus Shahabi
Passenger Searching from Taxi Traces Using HITS-Based Inference ModelFull-text access may be available. Sign in or learn about subscription options.pp. 144-149
by ZhiFeng Huang, Jian Xu, Guanhua Zhan, Ning Zheng, Ming Xu, LiMing Tu
Efficient Photo Crowdsourcing in Delay-Tolerant Networks with Evolving POIsFull-text access may be available. Sign in or learn about subscription options.pp. 150-159
by Shudip Datta, Sanjay Madria
Publishing Sensitive Trajectory Data Under Enhanced l-Diversity ModelFull-text access may be available. Sign in or learn about subscription options.pp. 160-169
by Lin Yao, Xinyu Wang, Xin Wang, Haibo Hu, Guowei Wu
Detecting Mobile Crowdsensing Context in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 170-175
by Rachit Agarwal, Shaan Chopra, Vassilis Christophides, Nikolaos Georgantas, Valerie Issarny
Optimizing Rebalance Scheme for Dock-Less Bike Sharing Systems with Adaptive User IncentiveFull-text access may be available. Sign in or learn about subscription options.pp. 176-181
by Yubin Duan, Jie Wu
Utility-Time Social Event Planning on EBSNFull-text access may be available. Sign in or learn about subscription options.pp. 182-190
by Linlin Ding, Hanlin Zhang, Ze Chen, Baoyan Song
k-Collective Influential Facility Placement Over Moving ObjectFull-text access may be available. Sign in or learn about subscription options.pp. 191-200
by Dan Li, Hui Li, Meng Wang, Jiangtao Cui
A VLOS Compliance Solution to Ground/Aerial Parcel Delivery ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 201-209
by Ji Zhang, Ting Shen, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Min-Te Sun, Yao-Yi Chiang
Mining Prevalent Co-Location Patterns Based on Global Topological RelationsFull-text access may be available. Sign in or learn about subscription options.pp. 210-215
by Jialong Wang, Lizhen Wang, Xiaoxu Wang
TTDM: A Travel Time Difference Model for Next Location PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 216-225
by Qingjie Liu, Yixuan Zuo, Xiaohui Yu, Meng Chen
STCNN: A Spatio-Temporal Convolutional Neural Network for Long-Term Traffic PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 226-233
by Zhixiang He, Chi-Yin Chow, Jia-Dong Zhang
Temporal Graph Convolutional Networks for Traffic Speed Prediction Considering External FactorsFull-text access may be available. Sign in or learn about subscription options.pp. 234-242
by Liang Ge, Hang Li, Junling Liu, Aoli Zhou
Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour SearchFull-text access may be available. Sign in or learn about subscription options.pp. 243-251
by Zhiyin Zhang, Xiaocheng Huang, Chaotang Sun, Shaolin Zheng, Bo Hu, Jagannadan Varadarajan, Yifang Yin, Roger Zimmermann, Guanfeng Wang
DriveLaB: An Experimental Platform for TelematicsFull-text access may be available. Sign in or learn about subscription options.pp. 252-259
by Kasper F. Pedersen, Kristian Torp
Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control DataFull-text access may be available. Sign in or learn about subscription options.pp. 260-268
by Gaoyang Liu, Rui Zhang, Chen Wang, Ling Liu
An Automated Framework for Explaining Facts Extracted From Mobility DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 269-278
by Anique Tahir, Yuhan Sun, Mohamed Sarwat
MapReuse: Recycling Routing API QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 279-287
by Rade Stanojevic, Sofiane Abbar, Mohamed Mokbel
Road Intersection Detection Based on Direction Ratio Statistics AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 288-297
by Min Pu, Jiali Mao, Yuntao Du, Yibin Shen, Cheqing Jin
Traffic Congestion Prediction by Spatiotemporal Propagation PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 298-303
by Xiaolei Di, Yu Xiao, Chao Zhu, Yang Deng, Qinpei Zhao, Weixiong Rao
STAR: A Concise Deep Learning Framework for Citywide Human Mobility PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 304-309
by Hongnian Wang, Han Su
Building a Large-Scale Microscopic Road Network Traffic Simulator in Apache SparkFull-text access may be available. Sign in or learn about subscription options.pp. 320-328
by Zishan Fu, Jia Yu, Mohamed Sarwat
A Personal Location Prediction Method to Solve the Problem of Sparse Trajectory DataFull-text access may be available. Sign in or learn about subscription options.pp. 329-336
by Fan Li, Qingquan Li, Zhen Li, Zhao Huang, Xiaomeng Chang, Jizhe Xia
Deep Learning-Based Spatial Analytics for Disaster-Related Tweets: An Experimental StudyFull-text access may be available. Sign in or learn about subscription options.pp. 337-342
by Shayan Shams, Sayan Goswami, Kisung Lee
SCQ: Stage-Based, Context-Aware, QoE-Driven Power Optimization for Interactive Applications on Mobile DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 343-345
by Chi-Kai Ho, Chung-Ta King, Yung-Ju Chang
Central Station Based Demand Prediction in a Bike Sharing SystemFull-text access may be available. Sign in or learn about subscription options.pp. 346-348
by Jianbin Huang, Xiangyu Wang, Heli Sun
A Practical Delivery Route Planning SystemFull-text access may be available. Sign in or learn about subscription options.pp. 349-350
by Asger Gitz-Johansen, Mikkel Elkjaer Holm, Laurids Vinther Kirkeby, Dan Kristiansen, Alexander Stoica Ostenfeld, Morten Konggaard Schou, Bin Yang
A Charging Scheduling System for Electric Vehicles using Vehicle-to-GridFull-text access may be available. Sign in or learn about subscription options.pp. 351-352
by Nicklas K. Breum, Martin N. Joergensen, Christian A. Knudsen, Laerke B. Kristensen, Bin Yang
Computing and Visualizing the Shortest Path between Moving Objects on Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 353-354
by Siyu Chen, Jianqiu Xu, Hengcai Zhang
GDMS: A Geospatial Data Mining System for Abnormal Event Detection and VisualizationFull-text access may be available. Sign in or learn about subscription options.pp. 355-356
by Meihong Wang, Linling Qiu, Xiaoli Wang
ORSUP: Optimal Route Search with Users' PreferencesFull-text access may be available. Sign in or learn about subscription options.pp. 357-358
by Qun Jiang, Wei Teng, Yubao Liu
LaCAVR: Load and Constraints Aware Vehicle ReroutingFull-text access may be available. Sign in or learn about subscription options.pp. 359-360
by David Bis, Noah Bix, Benjamin Gruman, Sam Guenette, Adam Hauge, Hannah Moser, Jimmy Paul, Goce Trajcevski
POLAr: Geographic Placement Optimization for Latency Sensitive ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 361-362
by Vinicius Monteiro de Lira, Carlini Emanuele, Patrizio Dazzi
SSVisual: Intelligent Start-Stop SystemFull-text access may be available. Sign in or learn about subscription options.pp. 363-364
by Cuizhu Bao, Chen Chen, HaiLin Kui, Xiaoyang Wang
TrajSense: Trajectory Prediction from Sparse and Missing External Sensor DataFull-text access may be available. Sign in or learn about subscription options.pp. 365-366
by Livia Almada Cruz, Karine Zeitouni, Jose Antonio Fernandes de Macedo, Igo Ramalho Brilhante
Social-Aware RidesharingFull-text access may be available. Sign in or learn about subscription options.pp. 367-368
by Xiaoyi Fu
Attention Based Stack ResNet for Citywide Traffic Accident PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 369-370
by Zhengyang Zhou
A Spatial Insight for UGC Apps: Fast Similarity Search on Keyword-Induced Point GroupsFull-text access may be available. Sign in or learn about subscription options.pp. 371-372
by Zhe Li, Yu Li, Man Lung Yiu
Deep Learning Method for Citywide Crowd Flows PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 373-374
by Genan Dai
TCSC: A New Type Of Spatial CrowdsourcingFull-text access may be available. Sign in or learn about subscription options.pp. 375-376
by Ting Wang
DURS: A Distributed Method for k-Nearest Neighbor Search on Uncertain GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 377-378
by Xiaodong Li
Traffic Incident Detection: A Deep Learning FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 379-380
by Xiaolin Han
A Framework for Constrained Graph PartitioningFull-text access may be available. Sign in or learn about subscription options.pp. 381-382
by Lefteris Ntaflos
Mining Human Mobility Data and Social Media for Smart Ride SharingFull-text access may be available. Sign in or learn about subscription options.pp. 385-386
by Vinicius Monteiro de Lira
The Use of Citizen Science in the Characterization of the Lyon's Urban Heat and Cool IslandsFull-text access may be available. Sign in or learn about subscription options.pp. 387-388
by Lucille Alonso
Understanding Human Behavior through Sensory Data and Location Based ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 389-390
by Gunarto Sindoro Njoo
Towards Usability on Reverse Top-k Geo-Social Keyword Query ResultsFull-text access may be available. Sign in or learn about subscription options.pp. 391-392
by Pengfei Jin
A LSTM and Graph CNN Combined Network for Community House Price ForecastingFull-text access may be available. Sign in or learn about subscription options.pp. 393-394
by Chuancai Ge
Outdoor Localization Framework with Telco DataFull-text access may be available. Sign in or learn about subscription options.pp. 395-396
by Yige Zhang
Bluetooth Mesh Networks for Indoor LocalizationFull-text access may be available. Sign in or learn about subscription options.pp. 397-402
by Martin Jürgens, Dennis Meis, Dominik Möllers, Felix Nolte, Etienne Stork, Gottfried Vossen, Christian Werner, Hendrik Winkelmann
Towards Robust Methods for Indoor Localization using Interval DataFull-text access may be available. Sign in or learn about subscription options.pp. 403-408
by Nacim Ramdani, Demetrios Zeinalipour-Yazti, Michalis Karamousadakis, Andreas Panayides
Action Recognition from Low-Resolution Infrared Sensor for Indoor use: A Comparative Study between Deep Learning and Classical ApproachesFull-text access may be available. Sign in or learn about subscription options.pp. 409-414
by Félix Polla, Hélène Laurent, Bruno Emile
Automatic Radio Map Construction Exploiting Mobile PaymentsFull-text access may be available. Sign in or learn about subscription options.pp. 415-419
by Jeonghee Ahn, Dongsoo Han
Neural Network for Predicting Error of AP Location Estimation Method Using Crowdsourced Wi-Fi FingerprintsFull-text access may be available. Sign in or learn about subscription options.pp. 420-424
by Changmin Sung, Dongsoo Han
A Safe, Efficient and Integrated Indoor Robotic Fleet for Logistic Applications in Healthcare and Commercial Spaces: The ENDORSE ConceptFull-text access may be available. Sign in or learn about subscription options.pp. 425-430
by Nacim Ramdani, Andreas Panayides, Michalis Karamousadakis, Martin Mellado, Rafael Lopez, Christophoros Christophorou, Mohamed Rebiai, Myriam Blouin, Eleftheria Vellidou, Dimistris Koutsouris
CAPRIO: Context-Aware Path Recommendation Exploiting Indoor and Outdoor InformationFull-text access may be available. Sign in or learn about subscription options.pp. 431-436
by Constantinos Costa, Xiaoyu Ge, Panos Chrysanthis
MODELHealth: An Innovative Software Platform for Machine Learning in Healthcare Leveraging Indoor Localization ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 443-446
by Athanasios Anastasiou, Stavros Pitoglou, Thelma Androutsou, Evaggelos Kostalas, Georgios Matsopoulos, Dimitrios Koutsouris
Textile and Apparel Supply Chain with Distributed Ledger Technology (DLT)Full-text access may be available. Sign in or learn about subscription options.pp. 447-451
by Oi Wa Amy Lam, Zhibin LEI
Next Generation Blockchain Network (NGBN)Full-text access may be available. Sign in or learn about subscription options.pp. 452-456
by Zhibin Lei, Chao Feng, Yang Liu, Dennis S.F. Lee, Tony Tsang, Jun Liang, Zhijun Xiong, Yuquan Liu, Gang Chen
Privacy-Protected Blockchain SystemFull-text access may be available. Sign in or learn about subscription options.pp. 457-461
by Ping Zhong, Qikai Zhong, Haibo Mi, Shigeng Zhang, Yang Xiang
Showing 100 out of 127
Load More
Load All