Databases Theory and Applications: 29th Australasian Database Conference

Databases Theory and Applications: 29th Australasian Database Conference, ADC 2018, Gold Coast, QLD, Australia, May 24-27, 2018, Proceedings (Lecture Notes in Computer Science)

This book constitutes the refereed proceedings of the 29th Australasian Database Conference, ADC 2018, held in Gold Coast, QLD, Australia, in May 2018.

The 23 full papers plus 6 short papers presented together with 3 demo papers were carefully reviewed and selected from 53 submissions. The Australasian Database Conference is an annual international forum for sharing the latest research advancements and novel applications of database systems, data-driven applications, and data analytics between researchers and practitioners from around the globe, particularly Australia and New Zealand.

Table of Contents

Chapter 1. Adaptive Access Path Selection for Hardware-Accelerated DRAM Loads
Chapter 2. Privacy Preservation for Trajectory Data Publishing by Look-Up Table Generalization
Chapter 3. Trajectory Set Similarity Measure: An EMD-Based Approach
Chapter 4. Histogram Construction for Difference Analysis of Spatio-Temporal Data on Array DBMS
Chapter 5. Location-Aware Group Preference Queries in Social-Networks
Chapter 6. Social-Textual Query Processing on Graph Database Systems
Chapter 7. Using SIMD Instructions to Accelerate Sequence Similarity Searches Inside a Database System
Chapter 8. Renovating Database Applications with DBAutoAwesome
Chapter 9. Uncovering Attribute-Driven Active Intimate Communities
Chapter 10. Customer Churn Prediction in Superannuation: A Sequential Pattern Mining Approach
Chapter 11. Automated Underwriting in Life Insurance: Predictions and Optimisation
Chapter 12. Maintaining Boolean Top-K Spatial Temporal Results in Publish-Subscribe Systems
Chapter 13. Interdependent Model for Point-of-Interest Recommendation via Social Networks
Chapter 14. Child Abuse and Domestic Abuse: Content and Feature Analysis from Social Media Disclosures
Chapter 15. 30min-Ahead Gridded Solar Irradiance Forecasting Using Satellite Data
Chapter 16. An Efficient Framework for the Analysis of Big Brain Signals Data
Chapter 17. TSAUB: A Temporal-Sentiment-Aware User Behavior Model for Personalized Recommendation
Chapter 18. Finding Maximal Stable Cores in Social Networks
Chapter 19. Feature Extraction for Smart Sensing Using Multi-perspectives Transformation
Chapter 20. Finding Influential Nodes by a Fast Marginal Ranking Method
Chapter 21. Maximizing Reverse k-Nearest Neighbors for Trajectories
Chapter 22. Auto-CES: An Automatic Pruning Method Through Clustering Ensemble Selection
Chapter 23. DistClusTree: A Framework for Distributed Stream Clustering
Chapter 24. Mobile Application Based Heavy Vehicle Fatigue Compliance in Australian Operations
Chapter 25. Statistical Discretization of Continuous Attributes Using Kolmogorov-Smirnov Test
Chapter 26. Econometric Analysis of the Industrial Growth Determinants in Colombia
Chapter 27. Parallelizing String Similarity Join Algorithms
Chapter 28. Exploring Human Mobility Patterns in Melbourne Using Social Media Data
Chapter 29. Bootstrapping Uncertainty in Schema Covering
Chapter 30. TEXUS: Table Extraction System for PDF Documents
Chapter 31. Visual Evaluation of SQL Plan Cache Algorithms
Chapter 32. Visualising Top-k Alternative Routes