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15th MDM 2014: Brisbane, Australia
- Arkady B. Zaslavsky, Panos K. Chrysanthis, Christian Becker, Jadwiga Indulska, Mohamed F. Mokbel, Daniela Nicklas, Chi-Yin Chow:
IEEE 15th International Conference on Mobile Data Management, MDM 2014, Brisbane, Australia, July 14-18, 2014 - Volume 1. IEEE Computer Society 2014, ISBN 978-1-4799-5705-7
MDM 2014 Proceedings - Volume One
- Demetrios Zeinalipour-Yazti, Shonali Krishnaswamy:
Mobile Big Data Analytics: Research, Practice, and Opportunities. 1-2
Session 1: Query Processing
- Suprio Ray, Rolando Blanco, Anil K. Goel:
Supporting Location-Based Services in a Main-Memory Database. 3-12 - Jiping Wang, Kai Zheng, Hoyoung Jeung, Haozhou Wang, Bolong Zheng, Xiaofang Zhou
:
Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing. 13-22 - Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Javam C. Machado:
A*-based Solutions for KNN Queries with Operating Time Constraints in Time-Dependent Road Networks. 23-32
Session 2: Recommendation
- Shih Hsin Fang, Eric Hsueh-Chan Lu
Trip Recommendation with Multiple User Constraints by Integrating Point-of-Interests and Travel Packages. 33-42 - Thor S. Prentow, Henrik Blunck
Estimating Common Pedestrian Routes through Indoor Path Networks Using Position Traces. 43-48 - Long Guo, Jie Shao, Kian-Lee Tan
WhereToGo: Personalized Travel Recommendation for Individuals and Groups. 49-58
Session 3: Privacy and Authentication
- Jia-Dong Zhang, Gabriel Ghinita, Chi-Yin Chow
Differentially Private Location Recommendations in Geosocial Networks. 59-68 - Christoph Stach
Design and Implementation of the Privacy Management Platform. 69-72 - Layla Pournajaf, Li Xiong
Spatial Task Assignment for Crowd Sensing with Cloaked Locations. 73-82 - Yusuf Albayram, Mohammad Maifi Hasan Khan, Athanasios Bamis, Sotiris Kentros, Nhan Nguyen, Ruhua Jiang:
A Location-Based Authentication System Leveraging Smartphones. 83-88
Session 4: Smart Cities and Sensor Clouds
- Giannis Kazdaridis, Donatos Stavropoulos, Vasilis Maglogiannis
NITOS BikesNet: Enabling Mobile Sensing Experiments through the OMF Framework in a City-Wide Environment. 89-98 - Nilesh Padhariya, Ouri Wolfson
E-VeT: Economic Reward/Penalty-Based System for Vehicular Traffic Management. 99-102 - Vimal Kumar
Efficient and Secure Code Dissemination in Sensor Clouds. 103-112 - Stephan Janssen, Dennis Höting, Jens Runge, Thomas Brinkhoff
9 Million Bicycles? Extending Induction Loops with Bluetooth Sensing. 113-116
Session 5: RFID and Quality
- Asif Iqbal Baba, Hua Lu
Handling False Negatives in Indoor RFID Data. 117-126 - Robert Gwadera, Mehdi Riahi, Karl Aberer:
Pattern-Wise Trust Assessment of Sensor Data. 127-136 - Guoqiong Liao, Philip S. Yu, Qianhui Zhong, Sihong Xie, Zhen Shen, Changxuan Wan, Dexi Liu:
Trajectory Event Cleaning for Mobile RFID Objects. 137-145
Session 6: Middleware and Context-Awareness
- Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni:
Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. 146-155 - Michael Madhukalya, Mohan Kumar:
ConCon: Context-Aware Middleware for Content Sharing in Dynamic Participating Environments. 156-161 - Iouliana Litou, Ioannis Boutsis, Vana Kalogeraki
Using Location-Based Social Networks for Time-Constrained Information Dissemination. 162-171 - Venkat Srinivasan, Christine Julien
MadApp: A Middleware for Opportunistic Data in Mobile Web Applications. 172-177
Session 7: Mobile Analytics
- Anders Skovsgaard, Darius Sidlauskas, Christian S. Jensen
A Clustering Approach to the Discovery of Points of Interest from Geo-Tagged Microblog Posts. 178-188 - Tanvir Ahmed, Torben Bach Pedersen, Hua Lu
Finding Dense Locations in Indoor Tracking Data. 189-194 - Meng-Fen Chiang, Chien-Cheng Chen, Wen-Chih Peng, Philip S. Yu:
Mining Mobility Evolution from Check-In Datasets. 195-204 - Peng Dai
A Smartphone User Activity Prediction Framework Utilizing Partial Repetitive and Landmark Behaviors. 205-210
Session 8: Sensing and Recognizing
- Markus Wüstenberg, Henrik Blunck
Distinguishing Electric Vehicles from Fossil-Fueled Vehicles with Mobile Sensing. 211-220 - Tianli Mo, Sougata Sen
Cloud-Based Query Evaluation for Energy-Efficient Mobile Sensing. 221-224 - Kazuya Matsuo, Keisuke Goto, Akimitsu Kanzaki, Takahiro Hara, Shojiro Nishio:
Overhearing-Based Efficient Boundary Detection in Dense Mobile Wireless Sensor Networks. 225-234
Session 9: Search and Indexing
- Dingming Wu, Yafei Li, Byron Choi, Jianliang Xu
Social-Aware Top-k Spatial Keyword Search. 235-244 - Jihoon Ko, Sangjin Shin, Sungkwang Eom, Minjae Song, Jooik Jung, Dong-Hoon Shin, Kyong-Ho Lee
Keyword Based Semantic Search for Mobile Data. 245-248 - Afsin Akdogan, Cyrus Shahabi, Ugur Demiryurek:
ToSS-it: A Cloud-Based Throwaway Spatial Index Structure for Dynamic Location Data. 249-258
Session 10: Top-K
- Bolong Zheng, Kai Zheng, Mohamed A. Sharaf, Xiaofang Zhou
Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data. 259-268 - Qiang Qu
Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects. 269-278 - Takuji Tsuda, Yuka Komai, Yuya Sasaki, Takahiro Hara, Shojiro Nishio:
Top-k Query Processing and Malicious Node Identification against Data Replacement Attack in MANETs. 279-288
Industrial Papers
Session 1: Applications of MDM
- Tridib Mukherjee, Deepthi Chander, Anirban Mondal, Koustuv Dasgupta, Amit Kumar, Ashwin Venkat:
CityZen: A Cost-Effective City Management System with Incentive-Driven Resident Engagement. 289-296 - Anirban Mondal, Avinash Sharma, Kuldeep Yadav, Abhishek Tripathi, Atul Singh, Nischal M. Piratla:
RoadEye: A System for Personalized Retrieval of Dynamic Road Conditions. 297-304 - Ayush Dubey, Pradipta De, Kuntal Dey, Sumit Mittal, Vikas Agarwal, Malolan Chetlur, Sougata Mukherjea
ScoDA: Cooperative Content Adaptation Framework for Mobile Browsing. 305-312 - Ma. Regina E. Estuar, Dennis Batangan, Andrei Coronel, Francisco Enrique Vicente Castro
eHealth TABLET: A Developing Country Perspective in Managing the Development and Deployment of a Mobile - Cloud Electronic Medical Record for Local Government Units. 313-316
Session 2: Location, Location, Location
- Saket Sathe, Roie Melamed, Peter Bak, Shivkumar Kalyanaraman:
Enabling Location-Based Services 2.0: Challenges and Opportunities. 317-320 - Wei Wu, Yue Wang, João Bártolo Gomes, Dang The Anh, Spiros Antonatos, Mingqiang Xue, Peng Yang, Ghim-Eng Yap, Xiaoli Li
Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling. 321-328 - Flora D. Salim
EnviS Tag, Scan, View: A Location-Based App for Visualizing Spatio-temporal Data from Sensor Cloud. 329-332
Demo Papers
- Abdullah M. Albarrak, Tatiana Noboa, Hina A. Khan, Mohamed A. Sharaf, Xiaofang Zhou
ORange: Objective-Aware Range Query Refinement. 333-336 - Khalid Alhamazani, Rajiv Ranjan
Real-Time QoS Monitoring for Cloud-Based Big Data Analytics Applications in Mobile Environments. 337-340 - Maria Luisa Damiani, Hamza Issa, Ralf Hartmut Güting, Fabio Valdés:
Hybrid Queries over Symbolic and Spatial Trajectories: A Usage Scenario. 341-344 - Manoranjan Dash, Gim Guan Chua, Hai-Long Nguyen, Ghim-Eng Yap, Hong Cao, Xiaoli Li
An Interactive Analytics Tool for Understanding Location Semantics and Mobility of Users Using Mobile Network Data. 345-348 - Yoshiyuki Kato, Shuichi Kurabayashi
A Cross-Media Music Retrieval System by Converting Color Changes into Tonal Changes. 349-352 - Yu Ting Wen, Chien Hsiang Lai, Po-Ruey Lei, Wen-Chih Peng:
RouteMiner: Mining Ship Routes from a Massive Maritime Trajectories. 353-356 - Naveen Nandan, David Sinjaya:
SimMiner: A Tool for Discovering User Similarity by Mining Geospatial Trajectories. 357-359 - Huayu Wu, Shili Xiang, Wee Siong Ng, Wei Wu, Mingqiang Xue:
HipStream: A Privacy-Preserving System for Managing Mobility Data Streams. 360-363 - Giannis Kazdaridis, Donatos Stavropoulos, Stavros Ioannidis, Thanasis Korakis, Spyros Lalis, Leandros Tassiulas:
A Demonstration of the NITOS BikesNet Framework. 364-367 - Shuangyu Yu, Yaxin Yu, Yulong Li, Xin Liu:
PopTour: Discovering Journey Group T-Patterns from Instagram Trajectories to Recommend Hot Travel Routes. 368-370
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