Databases Theory and Applications: 25th Australasian Database Conference, ADC 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings (Lecture Notes in Computer Science (8506))

This book constitutes the refereed proceedings of the 25th Australasian Database Conference, ADC 2014, held in Brisbane, NSW, Australia, in July 2014. The 15 full papers presented together with 6 short papers and 2 keynotes were carefully reviewed and selected from 38 submissions. A large variety of subjects are covered, including hot topics such as data warehousing; database integration; mobile databases; cloud, distributed, and parallel databases; high dimensional and temporal data; image/video retrieval and databases; database performance and tuning; privacy and security in databases; query processing and optimization; semi-structured data and XML; spatial data processing and management; stream and sensor data management; uncertain and probabilistic databases; web databases; graph databases; web service management; and social media data management. Data warehousing -- Database integration -- Mobile databases -- Cloud, distributed, and parallel databases -- High dimensional and temporal data -- Image/video retrieval and databases -- Database performance and tuning -- Privacy and security in databases -- Query processing and optimization -- Semi-structured data and XML -- Spatial data processing and management -- Stream and sensor data management -- Uncertain and probabilistic databases -- Web databases -- Graph databases -- Web service management.- Social media data management. edited by Hua Wang, Mohamed A. Sharaf. Front Matter....Pages - Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution....Pages 1-12 Efficient Aggregate Farthest Neighbour Query Processing on Road Networks....Pages 13-25 OSSM: The OLAP Security Specification Model....Pages 26-37 Scalable Gaussian Process Regression for Prediction of Material Properties....Pages 38-49 Mining Differential Dependencies: A Subspace Clustering Approach....Pages 50-61 A Study on the Applications of Emerging Sequential Patterns....Pages 62-73 Efficient Subgraph Matching Using GPUs....Pages 74-85 A Negative-Aware and Rating-Integrated Recommendation Algorithm Based on Bipartite Network Projection....Pages 86-97 Sentiment Analysis on Twitter through Topic-Based Lexicon Expansion....Pages 98-109 Discovering Collective Group Relationships....Pages 110-121 Efficiently Retrieving Top-k Trajectories by Locations via Traveling Time....Pages 122-134 Comprehensive Analytics of Large Data Query Processing on Relational Database with SSDs....Pages 135-146 Fast Information-Theoretic Agglomerative Co-clustering....Pages 147-159 Semi-supervised Learning for Cyberbullying Detection in Social Networks....Pages 160-171 Mining the Association of Multiple Virtual Identities Based on Multi-Agent Interaction....Pages 172-179 Split Dictionaries for In-memory Column Stores in Mixed Workload Environments....Pages 180-188 A Functional Database Representation of Large Sets of Objects....Pages 189-197 Real-Time Exploration of Multimedia Collections....Pages 198-205 XEdge: An Efficient Method for Returning Meaningful Clustered Results for XML Keyword Search....Pages 206-213 Logics for Representing Data Mining Tasks in Inductive Databases....Pages 214-222 An Effective Approach to Handling Noise and Drift in Electronic Noses....Pages 223-230 Back Matter....Pages -