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15. SSTD 2017: Arlington, VA, USA
- Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik G. Hoel, Wei-Shinn Ku, Agnès Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada:
Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10411, Springer 2017, ISBN 978-3-319-64366-3
Routing and Trajectories
- Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
:
Multi-user Itinerary Planning for Optimal Group Preference. 3-23 - Paolo Bolzoni, Sven Helmer:
Hybrid Best-First Greedy Search for Orienteering with Category Constraints. 24-42 - Erik Seglem, Andreas Züfle, Jan Stutzki, Felix Borutta, Evgheniy Faerman, Matthias Schubert:
On Privacy in Spatio-Temporal Data: User Identification Using Microblog Data. 43-61
Big Spatial Data
- Ahmed Eldawy
Sphinx: Empowering Impala for Efficient Execution of SQL Queries on Big Spatial Data. 65-83 - Louai Alarabi
ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data. 84-104 - Michael A. Whitby, Rich Fecher, Chris Bennight:
GeoWave: Utilizing Distributed Key-Value Stores for Multidimensional Data. 105-122
Indexing and Aggregation
- Danila Piatov, Sven Helmer:
Sweeping-Based Temporal Aggregation. 125-144 - Jia Yu
Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road. 145-162 - Camila F. Costa, Mario A. Nascimento:
Towards Spatially- and Category-Wise k-Diverse Nearest Neighbors Queries. 163-181 - Manel Charfi, Yann Gripay, Jean-Marc Petit
Spatio-Temporal Functional Dependencies for Sensor Data Streams. 182-199
Recommendation
- Zhipeng Huang, Nikos Mamoulis:
Location-Aware Query Recommendation for Search Engines at Scale. 203-220 - Xiaoyi Fu, Jinbin Huang, Hua Lu
Top-k Taxi Recommendation in Realtime Social-Aware Ridesharing Services. 221-241 - Yuqiu Qian, Ziyu Lu, Nikos Mamoulis, David W. Cheung:
P-LAG: Location-Aware Group Recommendation for Passive Users. 242-259
Data Mining
- Arpan Man Sainju
Grid-Based Colocation Mining Algorithms on GPU for Big Spatial Event Data: A Summary of Results. 263-280 - Xun Tang, Emre Eftelioglu, Shashi Shekhar:
Detecting Isodistance Hotspots on Spatial Networks: A Summary of Results. 281-299 - Nina C. Hubig, Philip Fengler, Andreas Züfle, Ruixin Yang, Stephan Günnemann:
Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data. 300-316
Localization and Spatial Allocation
- Yiqun Xie, Shashi Shekhar:
FF-SA: Fragmentation-Free Spatial Allocation. 319-338 - Fangshu Chen, Huaizhong Lin, Jianzhong Qi
Collective-k Optimal Location Selection. 339-356 - Harry Kai-Ho Chan
Inherent-Cost Aware Collective Spatial Keyword Queries. 357-375
Vision/Challenge Papers
- Christopher Jonathan, Mohamed F. Mokbel:
Towards a Unified Spatial Crowdsourcing Platform. 379-383 - Mohamed Sarwat, Arnab Nandi
On Designing a GeoViz-Aware Database System - Challenges and Opportunities. 384-387 - Klaus Arthur Schmid, Andreas Züfle, Dieter Pfoser, Andrew T. Crooks
Predicting the Evolution of Narratives in Social Media. 388-392 - Olga Gkountouna, Dieter Pfoser, Carola Wenk, Andreas Züfle:
A Unified Framework to Predict Movement. 393-397 - Zhenhui Li:
Semantic Understanding of Spatial Trajectories. 398-401
Demonstrations
- Ahmet Küçük, Berkay Aydin
An Integrated Solar Database (ISD) with Extended Spatiotemporal Querying Capabilities. 405-410 - Mariem Brahem, Karine Zeitouni
HX-MATCH: In-Memory Cross-Matching Algorithm for Astronomical Big Data. 411-415 - Felix Kunde, Petra Sauer:
pgMemento - A Generic Transaction-Based Audit Trail for Spatial Databases. 416-420 - Ove Andersen, Benjamin B. Krogh, Kristian Torp:
ELVIS: Comparing Electric and Conventional Vehicle Energy Consumption and CO2 Emissions. 421-426 - Muhammed Mas-ud Hussain, Goce Trajcevski, Kazi Ashik Islam
Visualization of Range-Constrained Optimal Density Clustering of Trajectories. 427-432 - Crystal Chen, Arnold P. Boedihardjo, Brian S. Jenkins, Charlotte L. Ellison, Jessica Lin, Pavel Senin, Tim Oates:
STAVIS 2.0: Mining Spatial Trajectories via Motifs. 433-439 - Jianqiu Xu, Junxiu Liang:
A System for Querying and Displaying Typed Intervals. 440-445 - Siddhant Kulkarni, Farnoush Banaei Kashani:
MVSC-Bench: A Tool to Benchmark Classification Methods for Multivariate Spatiotemporal Data. 446-451
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