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18th MDM 2017: Daejeon, South Korea
- 18th IEEE International Conference on Mobile Data Management, MDM 2017, Daejeon, South Korea, May 29 - June 1, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-3932-0
Research Paper Track
Research Session 1: Location Services
- Sandro Rodriguez Garzon
, Dmytro Arbuzin, Axel Küpper:
Geofence Index: A Performance Estimator for the Reliability of Proactive Location-Based Services. 1-10 - Ayan Kumar Bhowmick, Sourav Suman, Bivas Mitra:
Effect of Information Propagation on Business Popularity: A Case Study on Yelp. 11-20 - Prasanta Saikia, Ming Cheung, James She, Soochang Park:
Effectiveness of Mobile Notification Delivery. 21-29
Research Session 2: Mobile Data Processing
- Rahul Chini Dwarakanath, Boris Koldehofe
TrustCEP: Adopting a Trust-Based Approach for Distributed Complex Event Processing. 30-39 - Lini Chen, Xin Xin, Dong Wong, Yue Ding:
HCoM: Item-Based Similarity Model for Heterogeneous Implicit Feedback. 40-49 - Bingqing Ke, Jie Shao, Dongxiang Zhang:
An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds. 50-55 - Guoqiong Liao, Jun Zhou, Ni Hui, Xiaomei Huang, Zhiwei Huang, Changxuan Wan, Xiping Liu:
Approximately Filtering Redundant Data for Uncertain RFID Data Streams. 56-61
Research Session 3: Spatial+X Query Processing
- Jinpeng Chen, Hua Lu
Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying. 62-71 - Yuhan Sun, Nitin Pasumarthy, Mohamed Sarwat:
On Evaluating Social Proximity-Aware Spatial Range Queries. 72-81 - Jinling Jiang, Hua Lu
Finding Influential Local Users with Similar Interest from Geo-Tagged Social Media Data. 82-91
Research Session 4: Ride Sharing and Recommendations
- Jian Xu, Jianliang Xu
Towards Optimal Free-of-Charge Trip Planning in Bike-Sharing Systems. 92-101 - Guang Dai, Jianbin Huang, Stephen Manko Wambura
A Balanced Assignment Mechanism for Online Taxi Recommendation. 102-111
Research Session 5: Traffic Data Mining
- Xiawen Yao, Xingfa Shen, Landi Wang, Tian He:
Hybrid Bicycle Allocation for Usage Load Balancing and Lifetime Optimization in Bike-Sharing Systems. 112-117 - Ouri Wolfson
Fairness versus Optimality in Ridesharing. 118-123 - Petar Mrazovic, Bahaeddin Eravci
Understanding and Predicting Trends in Urban Freight Transport. 124-133 - Maya Okawa, Hideaki Kim, Hiroyuki Toda:
Online Traffic Flow Prediction Using Convolved Bilinear Poisson Regression. 134-143 - Wenyu Xu, Yiping Yao:
ARM-K: A Methodology for Mining Associations of Traffic Congested Links. 144-153
Research Session 6: Connected Vehicles
- Anders Lehmann, Allan Gross:
Towards Vehicle Emission Estimation from Smartphone Sensors. 154-163 - Bing Zhang, Goce Trajcevski:
Probabilistic Speed Profiling for Multi-Lane Road Networks. 164-173 - Qiang Ji, Beihong Jin, Yanling Cui, Fusang Zhang:
Using Mobile Signaling Data to Classify Vehicles on Highways in Real Time. 174-179 - Jiangtao Ren
Efficient OD Trip Matrix Prediction Based on Tensor Decomposition. 180-185
Research Session 7: Localization and Traffic Analysis
- Yige Zhang, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Hua Yang:
Confidence Model-Based Data Repair for Telco Localization. 186-195 - Artyom Nikitin, Christos Laoudias
Indoor Localization Accuracy Estimation from Fingerprint Data. 196-205 - Ouri Wolfson
A Traffic Analysis Perspective on Communication in the Brain. 206-211
Research Session 8: Trip Planning
- Elham Ahmadi, Mario A. Nascimento:
IBS: An Efficient Stateful Algorithm for Optimal Sequenced Group Trip Planning Queries. 212-221 - Sukarna Barua, Roksana Jahan, Toufique Ahmed:
Weighted Optimal Sequenced Group Trip Planning Queries. 222-227 - Yu Huang
Efficient Multi-Destinations Route Planning with Deadlines and Cost Constraints. 228-233 - Oleksii Vedernikov, Lars Kulik, Kotagiri Ramamohanarao:
The Hitchhiker's Guide to the Optimal Route Planning. 234-239 - Robert Waury, Jilin Hu
Assessing the Accuracy Benefits of On-the-Fly Trajectory Selection in Fine-Grained Travel-Time Estimation. 240-245
Research Session 9: Trajectory Mining
- Renjie Zheng, Qin Liu, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Zhongxiao Jin:
Topic Model-Based Road Network Inference from Massive Trajectories. 246-255 - Ruoshan Lan, Yanwei Yu, Lei Cao
Discovering Evolving Moving Object Groups from Massive-Scale Trajectory Streams. 256-265 - Zhaoyang Wang, Beihong Jin, Fusang Zhang, Ruiyang Yang, Qiang Ji:
Exploiting Trip Patterns in Passenger Trajectory Streams for Bus Scheduling Optimization in Real Time. 266-271 - Chunkai Wang, Xiaofeng Meng:
Partitioning Road Network Streams Based on Runtime Correlation Discovery. 272-277
Industry Paper Track
Industry Track Session 1: Foundation Systems for Interactivity and Data Mobility
- Jinho Lee
SCI-FII: Speculative Conversational Interface Framework for Incremental Inference on Modularized Services. 278-285 - Hyun-Gul Roh, Changsung Kim, Jaemin Woo, Siwan Kim:
Kaleido: Implementing a Novel Data System for Multi-Device Synchronization. 286-290 - Badis Hammi, Jean Philippe Monteuuis, Eduardo Salles Daniel, Houda Labiod:
ASN.1 Specification for ETSI Certificates and Encoding Performance Study. 291-298
Industry Track Session 2: Intelligent Data Retrieval with Human Mobility and Fuzziness
- Yukun Huang, Weixiong Rao, Fangzhou Zhu, Ning Liu, Mingxuan Yuan, Jia Zeng, Hua Yang:
Experimental Study of Telco Localization Methods. 299-306 - Yibin Ng, Yingchi Pei, Yunye Jin:
Footfall Count Estimation Techniques Using Mobile Data. 307-314 - Amol Jaikar, Seo-Young Noh:
NOVEL: NO-VowEL Technique to Search Fuzzy Keyword. 315-319
Poster and Demo Track
Poster
- Yutaka Ohsawa, Htoo Htoo:
Top-k Sequenced Route Queries. 320-323 - Ahmad Abadleh
Step Detection Algorithm for Accurate Distance Estimation Using Dynamic Step Length. 324-327 - Zhibin Ren, Chunhong Zhang, Tiantian Li, Zheng Hu:
Taxonomy-Induced Matrix Factorization for Inferring Preference of Mobile Telecom Users. 328-331 - Ei Mon Cho, Takeshi Koshiba
Secure SMS Transmission Based on Verifiable Hash Convergent Group Signcryption. 332-335 - Sei Chang, Kisik Jeong:
A Mobile Application for Fine Dust Monitoring System. 336-339 - Nguyen Tan Cam, Van-Hau Pham, Tuan A. Nguyen
Sensitive Data Leakage Detection in Pre-Installed Applications of Custom Android Firmware. 340-343 - Fei Yu, Zhijun Li, Shouxu Jiang, Shirong Lin:
Point-of-Interest Recommendation for Location Promotion in Location-Based Social Networks. 344-347 - Jiakun Xiao, Chen Chen, Chunyan Hou, Xiaojie Yuan:
Short-Term User Activity Prediction with Massive Mobile Broadband Data. 348-351 - Snigdha Das
UDAT: User Discrimination Using Activity-Time Information. 352-355
Demo
- Po-Ruey Lei, Tzu-Hao Tsai, Yu Ting Wen, Wen-Chih Peng:
ConflictFinder: Mining Maritime Traffic Conflict from Massive Ship Trajectories. 356-357 - Artyom Nikitin, Christos Laoudias
ACCES: Offline Accuracy Estimation for Fingerprint-Based Localization. 358-359
The 2nd International Workshop on Spatial/Temporal Information Extraction from Unstructured Texts (WSTIE 2017)
Session 1: Invited Talk
Session 2: Temporal/Spatial Information
- Dongkeon Lee, Seung-Ho Han, Kyo-Joong Oh, Ho-Jin Choi:
A Temporal Community Contexts Based Funny Joke Generation. 360-365 - Chae-Gyun Lim, Ho-Jin Choi:
Efficient Temporal Information Extraction from Korean Documents. 366-370
Session 3: Temporal/Spatial Pattern Recognition
- Kyo-Joong Oh, Dongkun Lee, ByungSoo Ko, Ho-Jin Choi:
A Chatbot for Psychiatric Counseling in Mental Healthcare Service Based on Emotional Dialogue Analysis and Sentence Generation. 371-375 - Seung-Ho Han, Han-Gyu Kim, Ho-Jin Choi:
A Novel Concept of the Rehabilitation Training Coach Robot for Patients with Disability. 376-381 - Jonghwan Hyeon, Ho-Jin Choi, Kap No Lee, Byung Doo Lee:
Automating Papanicolaou Test Using Deep Convolutional Activation Feature. 382-385 - You Jin Kim, Han-Gyu Kim, Ho-Jin Choi:
Model Regularization of Deep Neural Networks for Robust Clinical Opinions Generation from General Blood Test Results. 386-391 - Hyunho Lee, Youngseok Lee:
A Look at Wearable Abandonment. 392-393 - Hyunsik Yoo, Youngseok Lee:
An Automatic Mobile App Testing Method with User Event Scenario. 394-396 - Byeongjoon Noh, KeumGang Cha, Seongju Chang:
Movement Classification based on Acceleration Spectrogram with Dynamic Time Warping Method. 397-400 - Daedong Park, Philkyue Shin, Seongsoo Hong:
Reducing Energy Consumption of a Modem via Selective Packet Transmission Delaying. 401-404
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