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MDM2020 proceedings (username: mdm20 password: conf20//): Free access during the conference.
Conference Videos: The videos of the demos are available. The other videos will be available after the conference.
Program At-A-Glance
Current local time in Paris (CEST):
Detailed Program
CONFERENCE DAY 1: July 1st
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 12:00 - 16:25 |
20:00 - 0:25 (+1) |
18:00 - 22:25 |
6:00 - 10:25 |
3:00 - 7:25 |
Opening & Award
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 12:00 - 12:15 |
20:00 - 20:15 |
18:00 - 18:15 |
6:00 - 6:15 |
3:00 - 3:15 |
Nominations for MDM 2020 Best Paper Award
| Paper ID |
Title |
Authors |
| 37 | Probabilistic Value Selection for Space Efficient Model | Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu and Wen-Chih Peng |
| 76 | Learning Semantic Relationships of Geographical Areas based on Trajectories | Saim Mehmood and Manos Papagelis |
| 78 | Semantically Diverse Path Search | Xu Teng, Goce Trajcevski, Joon-Seok Kim and Andreas Züfle |
MDM 2020 Best Paper Award
Learning Semantic Relationships of Geographical Areas based on Trajectories
- Saim Mehmood and Manos Papagelis
Citation for the award:
"The paper uses trajectory data to learn semantic relationships between different geographical areas using deep learning techniques. The approach builds on network representation learning by modeling trajectories as random walks on a grid graph. In addition, a statistical method is designed that allows to compare the learned representations to a theoretical null model. The paper introduces a novel approach to mining trajectory data with the potential to spur new research in the analysis of spatial data."
- Dimitrios Gunopulos, National and Kapodistrian University of Athens
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 12:15 - 13:05 |
20:15 - 21:05 |
18:15 - 19:05 |
6:15 - 7:05 |
3:15 - 4:05 |
Research Session 1: Fingerprint Positioning Chaired by: Stephan Sigg
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 13:10 - 13:50 |
21:10 - 21:50 |
19:10 - 19:50 |
7:10 - 7:50 |
4:10 - 4:50 |
| Paper ID |
Title |
Authors |
| 63 | A new similarity measure for low-sampling cellular fingerprint trajectories | Paolo Gallo, Donatella Gubiani, Angelo Montanari and Nicola Saccomanno |
| 48 | IFLoc: Indoor Height Estimation by Telco Data | Jinhua Lv, Yige Zhang and Weixiong Rao |
Research Session 2: Privacy and Trust Chaired by: Claudio Bettini
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 14:15 - 15:15 |
22:15 - 23:15 |
20:15 - 21:15 |
8:15 - 9:15 |
5:15 - 6:15 |
| Paper ID |
Title |
Authors |
| 86 | Money Cannot Buy Everything: Trading Mobile Data with Controllable Privacy Loss | Shuyuan Zheng, Yang Cao and Masatoshi Yoshikawa |
| 32 | VPN+ Towards Detection and Remediation of Information Leakage on Smartphones | Ed Novak, Phyo Thuta Aung and Thu Do |
| 2 | Distributed Incentive-Based Secured Traffic Monitoring in VANETs | Ayan Roy and Sanjay Madria |
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 15:20 - 15:50 |
23:20 - 23:50 |
21:20 - 21:50 |
9:20 - 9:50 |
6:20 - 6:50 |
| Paper ID |
Title |
Authors |
| 75 | Noise Patterns in GPS Trajectories | Abdeltawab Hendawi, James Shen, Sree Sindhu Sabbineni, Yaxiao Song, Peiwei Cao, Zhihong Zhang, John Krumm and Mohamed Ali |
| 101 | STIMULATE: A System for Real-time Information Acquisition and Learning for Disaster Management | Md Yasin Kabir, Sergey Gruzdev and Sanjay Madria |
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 15:55 - 16:25 |
23:55 - 00:25 (+1) |
21:55 - 22:25 |
9:55 - 10:25 |
6:55 - 7:25 |
| Paper ID |
Title |
Authors |
| 105 | A Demonstration of Summit: A Scalable Data Management Framework for Massive Trajectory  | Louai Alarabi and Mohamed Mokbel |
| 106 | MONL: Towards a Natural Language Tool for Querying Moving Objects | Xieyang Wang, Jianqiu Xu and Yaxin Wang |
| 108 | CAPRIO v2.0: A Context-Aware Unified Indoor-Outdoor Path Recommendation System | Constantinos Costa, Xiaoyu Ge, Evan McEllhenney, Evan Kebler, Panos Chrysanthis and Demetrios Zeinalipour-Yazti |
| 111 | Tools for processing digital trajectories of tourists | Cécile Cayèré, Cyril Faucher, Christian Sallaberry, Marie-Noëlle Bessagnet and Philippe Roose |
| 115 | SMART-Env | Sabrina Friedl, Sebastian Schmoll, Felix Borutta and Matthias Schubert |
| 119 | A Road Segment Attribute Completion System | Razvan-Gabriel Cirstea, Hilmar Gústafsson, Rasmus Riis Grønbæk Pedersen, Rolf Hakon Verder Sehested, Tamas Imre Winkler and Bin Yang |
| 121 | Distributed Mobility Data Management in MobilityDB | Mohamed Bakli, Mahmoud Sakr and Esteban Zimanyi |
| 122 | Managing Moving Objects With Imprecise Location | Abdullah Islam, Abdeltawab Hendawi and Mohamed Ali |
| 123 | A Correlated Time Series Forecast System | Nicolaj Casanova Abildgaard, Casper Weiss Bang, Jonas Hansen, Tobias Lambek Jacobsen, Thomas Højriis Knudsen, Nichlas Ørts Lisby, Chenjuan Guo and Bin Yang |
CONFERENCE DAY 2: July 2nd
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 16:00 - 20:20 |
0:00(+1)-4:20(+1) |
22:00-2:20(+1) |
10:00 - 14:20 |
7:00 - 11:20 |
Panelists:
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 16:00 - 17:00 |
0:00(+1)-1:00(+1) |
22:00 - 23:00 |
10:00 - 11:00 |
7:00 - 8:00 |
Research Session 3: Path Planning Chaired by Maria Luisa Damiani
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 17:05 - 18:05 |
1:05(+1)-2:05(+1) |
23:05 - 0:05 (+1) |
11:05 - 12:05 |
8:05 - 9:05 |
| Paper ID |
Title |
Authors |
| 3 | Trade-off Aware Sequenced Routing Queries (or OSR Queries when POIs are not Free) | Francesco Lettich, Mario A. Nascimento and Samiul Anwar |
| 78 | Semantically Diverse Path Search | Xu Teng, Goce Trajcevski, Joon-Seok Kim and Andreas Züfle |
| 67 | STAD: Spatio-Temporal Adjustment of Traffic-Oblivious Travel-Time Estimation | Sofiane Abbar, Rade Stanojevic and Mohamed Mokbel |
- Christian S. Jensen, Aalborg University
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 18:25 - 19:15 |
2:25(+1)-3:15(+1) |
0:25(+1)-1:15(+1) |
12:25 - 13:15 |
9:25 - 10:15 |
Research Session 4: Mobility Data Analytics Chaired by Amr Magdy
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 19:20 - 20:20 |
3:20(+1)-4:20(+1) |
1:20(+1)-2:20(+1) |
13:20 - 14:10 |
10:20 - 11:20 |
| Paper ID |
Title |
Authors |
| 5 | Crash Prediction and Risk Assessment with Individual Mobility Networks | Riccardo Guidotti and Mirco Nanni |
| 22 | Online Clustering of Trajectories in Road Networks | Ticiana L. Coelho da Silva, Francesco Lettich, José Antônio F. de Macêdo, Karine Zeitouni and Marco A. Casanova |
| 76 | Learning Semantic Relationships of Geographical Areas based on Trajectories | Saim Mehmood and Manos Papagelis |
CONFERENCE DAY 3: July 3rd
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 12:00 - 16:30 |
20:00 - 0:30 (+1) |
18:00 - 22:30 |
6:00 - 10:30 |
3:00 - 7:30 |
Industrial Session 2 Chaired by Anirbal Mondal
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 12:00 - 13:00 |
20:00 - 21:00 |
18:00 - 19:00 |
6:00 - 7:00 |
3:00 - 4:00 |
| Paper ID |
Title |
Authors |
| 23 | A solution for annotating sensor data streams - An industrial use case in building management system | Dumindu Madithiyagasthenna, Ahsan Morshed, Prem Prakash Jayaraman, Abdur Forkan, Dimitrios Georgakopoulos, Mirek Piechowski and Yong-Bin Kang |
| 102 | AutoConjunction: Adaptive Model-based Feature Conjunction for CTR Prediction | Chih-Yao Chang, Xing Tang, Bo-Wen Yuan, Jui-Yang Hsia, Zhirong Liu, Zhenhua Dong, Xiuqiang He and Chih-Jen Lin |
| 98 | RESGCN: Residual Graph Convolutional Network based Free Dock Prediction in Bike Sharing System | Tianxiang Qin, Tong Liu, Hexiang Wu, Weiqin Tong and Shimin Zhao |
| 56 | The Anyplace 4.0 IoT Localization Architecture | Paschalis Mpeis, Thierry Roussel, Manish Kumar, Constantinos Costa, Christos Laoudias, Denis Capot-Rey and Demetrios Zeinalipour-Yazti |
Research Session 5: Short Papers Chaired by Jianqiu Xu
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 13:05 - 13:50 |
21:05 - 21:50 |
19:05 - 19:50 |
7:05 - 7:50 |
4:05 - 4:50 |
| Paper ID |
Title |
Authors |
| 43 | GradeSense: Gradation Aware Storage for Robust Activity Recognition in a Multimodal Smarthome | Madhumita Mallick, Niloy Ganguly and Suparna Bhattacharya |
| 16 | Context-Aware Data Association for Multi-Inhabitant Sensor-Based Activity Recognition | Luca Arrotta, Claudio Bettini, Gabriele Civitarese and Riccardo Presotto |
| 46 | Semantic Trajectory Modelling in Indoor and Outdoor Spaces | Hassan Noureddine, Cyril Ray and Christophe Claramunt |
Research Session 6: Machine Learning on Mobile Devices
Chaired by Evaggelia Pitoura
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 13:50 - 14:30 |
21:50 - 22:30 |
19:50 - 20:30 |
7:50 - 8:30 |
4:50 - 5:30 |
| Paper ID |
Title |
Authors |
| 33 | Notable Site Recognition using Deep Learning on Mobile and Crowd-sourced Imagery | Jimin Tan, Anastasios Noulas, Diego Sáez and Rossano Schifanella |
| 37 | Probabilistic Value Selection for Space Efficient Model | Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu and Wen-Chih Peng |
ADVANCED SEMINAR
- Andreas Züfle, Goce Trajcevski, Dieter Pfoser, and Joon-Seok Kim
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 14:45 - 15:35 |
22:45 - 23:35 |
20:45 - 21:35 |
8:45 - 9:35 |
5:45 - 6:35 |
Research Session 7: Location-Based Social Networks Chaired by Christophe Claramunt
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 15:40 - 16:20 |
23:40 - 0:20 (+1) |
21:40 - 22:20 |
9:40 - 10:20 |
6:40 - 7:20 |
| Paper ID |
Title |
Authors |
| 66 | Location-Based Social Network Data Generation Based on Patterns of Life | Joon-Seok Kim, Hyunjee Jin, Hamdi Kavak, Ovi Chris Rouly, Andrew Crooks, Dieter Pfoser, Carola Wenk and Andreas Züfle |
| 73 | Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data | Laurens Arp, Dyon van Vreumingen, Daniela Gawehns and Mitra Baratchi |
CLOSING
Closing for MDM 2020 & Welcome to MDM 2021!
| PARIS (CEST) |
Brisbane (GMT+10) |
Beijing (GMT+8) |
New York (EDT) |
Seattle (PDT) |
| 16:20 - 16:30 |
0:20 - 0:30(+1) |
22:20 - 22:30 |
10:20 - 10:30 |
7:20 - 7:30 |