Web Technologies and Applications: APWeb 2016 Workshops, WDMA, GAP, and SDMA, Suzhou, China, September 23-25, 2016, Proceedings

✍ Scribed by Atsuyuki Morishima, Rong Zhang, Wenjie Zhang, Lijun Chang, Tom Z. J Fu, Kuien Liu, Xiaoyan Yang, Jia Zhu, Zhiwei Zhang (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 330
• Series: Lecture Notes in Computer Science 9865
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of three workshops held at the 18th Asia-Pacific Web Conference, APWeb 2016, in Suzhou, China, in September 2016: the Second International Workshop on Web Data Mining and Applications, WDMA 2016, the First International Workshop on Graph Analytics and Query Processing, GAP 2016, and the First International Workshop on Spatial-temporal Data Management and Analytics, SDMA 2016.

The 27 full papers included in this book were carefully reviewed and selected from 37 submissions. The goal of these workshops is to promote the new research directions and applications, especially on web data, graph data, and spatial-temporal data management and analytics.

✦ Table of Contents

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Maximizing the Cooperative Influence Spread in a Social Network Oriented to Viral Marketing....Pages 3-15
A Multi-Model Based Approach for Big Data Analytics: The Case on Education Grant Distribution....Pages 16-28
Sentiment Target Extraction Based on CRFs with Multi-features for Chinese Microblog....Pages 29-41
EMD-DSJoin: Efficient Similarity Join Over Probabilistic Data Streams Based on Earth Mover’s Distance....Pages 42-54
Sentiment Analysis on User Reviews Through Lexicon and Rule-Based Approach....Pages 55-63
Social Link Prediction Based on the Users’ Information Transfer....Pages 64-76
An Improved ML-kNN Approach Based on Coupled Similarity....Pages 77-89
A Novel Recommendation Method Based on User’s Interest and Heterogeneous Information....Pages 90-101
Knee Point-Driven Bottleneck Detection Algorithm for Cloud Service System....Pages 102-111
Confirmatory Analysis on Influencing Factors When Mention Users in Twitter....Pages 112-121
A Stock Recommendation Strategy Based on M-LDA Model....Pages 122-128
Short-Term Forecasting and Application About Indoor Cooling Load Based on EDA-PSO-BP Algorithm....Pages 129-135
Front Matter....Pages 137-137
Identifying Relevant Subgraphs in Large Networks....Pages 139-151
User-Dependent Multi-relational Community Detection in Social Networks....Pages 152-163
Compressing Streaming Graph Data Based on Triangulation....Pages 164-175
Front Matter....Pages 177-177
Scene Classification in High Resolution Remotely Sensed Images Based on PCANet....Pages 179-190
Temporal Spatial-Keyword Search on Databases Using SQL....Pages 191-203
Features of Rumor Spreading on WeChat Moments....Pages 204-216
Distance-Based Continuous Skylines on Geo-Textual Data....Pages 217-227
Front Matter....Pages 228-240
Improving Urban Traffic Evacuation Capability in Emergency Response by Using Smart Phones....Pages 177-177
Context Enhanced Keyword Extraction for Sparse Geo-Entity Relation from Web Texts....Pages 241-252
A Stacked Generalization Framework for City Traffic Related Geospatial Data Analysis....Pages 253-264
Detection of Statistically Significant Bus Delay Aggregation by Spatial-Temporal Scanning....Pages 265-276
Acquisition and Representation of Knowledge for Academic Field....Pages 277-288
Using Learning Features to Find Similar Trajectories....Pages 289-297
An Algorithm for Mining Moving Flock Patterns from Pedestrian Trajectories....Pages 298-309
Back Matter....Pages 310-321
....Pages 323-324

✦ Subjects

Information Storage and Retrieval;Information Systems Applications (incl. Internet);Artificial Intelligence (incl. Robotics);Algorithm Analysis and Problem Complexity;Database Management;Computation by Abstract Devices