Database Systems for Advanced Applications: 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part II

✍ Scribed by Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 476
• Series: Lecture Notes in Computer Science 9643
• Edition: 1
• Category: Library

✦ Synopsis

This two volume set LNCS 9642 and LNCS 9643 constitutes the refereed proceedings of the 21st International Conference on Database Systems for Advanced Applications, DASFAA 2016, held in Dallas, TX, USA, in April 2016.

The 61 full papers presented were carefully reviewed and selected from a total of 183 submissions. The papers cover the following topics: crowdsourcing, data quality, entity identification, data mining and machine learning, recommendation, semantics computing and knowledge base, textual data, social networks, complex queries, similarity computing, graph databases, and miscellaneous, advanced applications.

✦ Table of Contents

Front Matter....Pages I-XIX
Front Matter....Pages 1-1
When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks....Pages 3-17
STH-Bass: A Spatial-Temporal Heterogeneous Bass Model to Predict Single-Tweet Popularity....Pages 18-32
Closeness and Structure of Friends Help to Estimate User Locations....Pages 33-48
Efficient Influence Maximization in Weighted Independent Cascade Model....Pages 49-64
Front Matter....Pages 65-65
ListMerge: Accelerating Top-k Aggregation Queries Over Large Number of Lists....Pages 67-81
Approximate Iceberg Cube on Heterogeneous Dimensions....Pages 82-97
Pre-computed Region Guardian Sets Based Reverse kNN Queries....Pages 98-112
HaCube: Extending MapReduce for Efficient OLAP Cube Materialization and View Maintenance....Pages 113-129
Front Matter....Pages 131-131
TSCluWin: Trajectory Stream Clustering over Sliding Window....Pages 133-148
On Efficient Spatial Keyword Querying with Semantics....Pages 149-164
Approximation-Based Efficient Query Processing with the Earth Mover’s Distance....Pages 165-180
Effective Similarity Search on Indoor Moving-Object Trajectories....Pages 181-197
Front Matter....Pages 199-199
Towards Neighborhood Window Analytics over Large-Scale Graphs....Pages 201-217
Bitruss Decomposition of Bipartite Graphs....Pages 218-233
An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases....Pages 234-248
Parallelizing Maximal Clique Enumeration Over Graph Data....Pages 249-264
Front Matter....Pages 265-265
Hyrise-NV: Instant Recovery for In-Memory Databases Using Non-Volatile Memory....Pages 267-282
Triangle-Based Representative Possible Worlds of Uncertain Graphs....Pages 283-298
Efficient Query Processing with Mutual Privacy Protection for Location-Based Services....Pages 299-313
Semantic-Aware Location Privacy Preservation on Road Networks....Pages 314-331
Front Matter....Pages 333-333
An Efficient Location-Aware Top-k Subscription Matching for Publish/Subscribe with Boolean Expressions....Pages 335-350
Predicting the Popularity of DanMu-enabled Videos: A Multi-factor View....Pages 351-366
Integrating Human Mobility and Social Media for Adolescent Psychological Stress Detection....Pages 367-382
Collaborative Learning Team Formation: A Cognitive Modeling Perspective....Pages 383-400
Front Matter....Pages 401-401
Popular Route Planning with Travel Cost Estimation....Pages 403-418
ETCPS: An Effective and Scalable Traffic Condition Prediction System....Pages 419-436
Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields....Pages 437-450
Real-Time Personalized Taxi-Sharing....Pages 451-465
Back Matter....Pages 467-469

✦ Subjects

Database Management; Data Mining and Knowledge Discovery; Information Storage and Retrieval; Information Systems Applications (incl. Internet); Computer Engineering