Database systems for advanced applications : 18th international conference, DASFAA ; 2013 international workshops - BDMA, SNSM, SeCoP, Wuhan, China, April 22-25, 2013 ; proceedings

This book constitutes the workshop proceedings of the 18th International Conference on Database Systems for Advanced Applications, DASFAA 2013, held in Wuhan, China, in April 2013. The volume contains three workshops, each focusing on specific area that contributes to the main themes of the DASFAA conference: The First International Workshop on Big Data Management and Analytics (BDMA 2013), the Third International Workshop on Social Networks and Social Web (SNSM 2013) and the International Workshop on Semantic Computing and Personalization (SeCoP 2013). Front Matter....Pages - From Big Data to Big Data Mining: Challenges, Issues, and Opportunities....Pages 1-15 An Economical Query Cost Model in the Cloud....Pages 16-30 BC-BSP: A BSP-Based Parallel Iterative Processing System for Big Data on Cloud Architecture....Pages 31-45 DNA Encoding for Splice Site Prediction in Large DNA Sequence....Pages 46-58 Using a Pipeline Approach to Build Data Cube for Large XML Data Streams....Pages 59-73 A Study on MapReduce Processing for Multi-dimensional Continuous Query....Pages 74-78 Measuring Proximity in a Graph of Spatial Data (ZIP Codes)....Pages 79-85 An Efficient Data Access Method Exploiting Quadtrees on MapReduce Frameworks....Pages 86-100 Optimized Adaptive Hybrid Indexing for In-memory Column Stores....Pages 101-111 Influence Maximization Algorithm Using Markov Clustering....Pages 112-126 An Approximate Approach for Batch Update of Common Preference Group....Pages 127-138 A Probabilistic Approach for Events Identification from Social Media RSS Feeds....Pages 139-152 A Method of Pre-detecting Privacy Leak in Social Network Service Using Collaborative Filtering....Pages 153-163 The Strategies for Supporting Query Specialization and Query Generalization in Social Tagging Systems....Pages 164-178 Extracting Relations among Search Properties Based on the Operational Context of Geographical Information Retrieval Systems....Pages 179-192 The Media Feature Analysis of Microblog Topics....Pages 193-206 Web Service Based Algorithm Management Framework for Stream Data Processing....Pages 207-219 Research on Petri Net and IDEF1X Based Production Scheduling Modeling Method....Pages 220-230 Product Feature Summarization by Incorporating Domain Information....Pages 231-243 Back Matter....Pages -