Database Systems for Advanced Applications: DASFAA 2016 International Workshops: BDMS, BDQM, MoI, and SeCoP, Dallas, TX, USA, April 16-19, 2016, Proceedings

✍ Scribed by Hong Gao, Jinho Kim, Yasushi Sakurai (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 401
• Series: Lecture Notes in Computer Science 9645
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the workshop proceedings of the 21st International Conference on Database Systems for Advanced Applications, DASFAA 2016, held in Dallas, TX, USA, in April 2016.

The volume contains 32 full papers (selected from 43 submissions) from 4 workshops, each focusing on a specific area that contributes to the main themes of DASFAA 2016: The Third International Workshop on Semantic Computing and Personalization, SeCoP 2016; the Third International Workshop on Big Data Management and Service, BDMS 2016; the First International Workshop on Big Data Quality Management, BDQM 2016; and the Second International Workshop on Mobile of Internet, MoI 2016.

✦ Table of Contents

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Weibo Mood Towards Stock Market....Pages 3-14
Improving Diversity of User-Based Two-Step Recommendation Algorithm with Popularity Normalization....Pages 15-26
Followee Recommendation in Event-Based Social Networks....Pages 27-42
SBTM: Topic Modeling over Short Texts....Pages 43-56
Similarity-Based Classification for Big Non-Structured and Semi-Structured Recipe Data....Pages 57-64
An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis....Pages 65-80
Features Extraction Based on Neural Network for Cross-Domain Sentiment Classification....Pages 81-88
Personalized Medical Reading Recommendation: Deep Semantic Approach....Pages 89-97
A Highly Effective Hybrid Model for Sentence Categorization....Pages 98-111
Improved Automatic Keyword Extraction Given More Semantic Knowledge....Pages 112-125
Generating Computational Taxonomy for Business Models of the Digital Economy....Pages 126-133
How to Use the Social Media Data in Assisting Restaurant Recommendation....Pages 134-141
A Combined Collaborative Filtering Model for Social Influence Prediction in Event-Based Social Networks....Pages 142-159
Learning Manifold Representation from Multimodal Data for Event Detection in Flickr-Like Social Media....Pages 160-167
Deep Neural Network for Short-Text Sentiment Classification....Pages 168-175
Front Matter....Pages 177-177
VMPSP: Efficient Skyline Computation Using VMP-Based Space Partitioning....Pages 179-193
Real-Time Event Detection with Water Sensor Networks Using a Spatio-Temporal Model....Pages 194-208
Bayesian Network Structure Learning from Big Data: A Reservoir Sampling Based Ensemble Method....Pages 209-222
Correlation Feature of Big Data in Smart Cities....Pages 223-237
Nearly Optimal Probabilistic Coverage for Roadside Data Dissemination in Urban VANETs....Pages 238-253
Front Matter....Pages 177-177
OCC: Opportunistic Crowd Computing in Mobile Social Networks....Pages 254-267
Forest of Distributed B+Tree Based on Key-Value Store for Big-Set Problem....Pages 268-282
Front Matter....Pages 283-283
An Efficient Schema Matching Approach Using Previous Mapping Result Set....Pages 285-293
A Distributed Load Balance Algorithm of MapReduce for Data Quality Detection....Pages 294-306
A Formal Taxonomy to Improve Data Defect Description....Pages 307-320
ISSA: Efficient Skyline Computation for Incomplete Data....Pages 321-328
Join Query Processing in Data Quality Management....Pages 329-342
Similarity Search on Massive Data Based on FPGA....Pages 343-352
Skyline Join Query Processing over Multiple Relations....Pages 353-361
Detect Redundant RDF Data by Rules....Pages 362-368
Front Matter....Pages 369-369
Behavior-Based Twitter Overlapping Community Detection....Pages 371-376
Versatile Safe-Region Generation Method for Continuous Monitoring of Moving Objects in the Road Network Distance....Pages 377-392
Back Matter....Pages 393-394

✦ Subjects

Database Management; Data Mining and Knowledge Discovery; Information Storage and Retrieval; Information Systems Applications (incl. Internet); Pattern Recognition; Algorithm Analysis and Problem Complexity