Social Media Retrieval and Mining

This book constitutes the refereed proceedings of the ADMA 2012 Workshops: The International Workshop on Social Network Analysis and Mining, SNAM 2012, and the International Workshop on Social Media Mining, Retrieval and Recommendation Technologies, SMR 2012, Nanjing, China, in December 2012. The 15 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on networks and graphs processing; social Web; social information diffusion; social image retrieval and visualization.

Table of Contents

Part 1: Networks and Graphs Processing
Chapter 1: Towards Graph Summary and Aggregation: A Survey
Chapter 2: TRS: A New Structure for Shortest Path Query
Chapter 3: Parallel Simrank Computing on Large Scale Dataset on Mapreduce
Chapter 4: OIPBP: On-Demand Interdomain Path Building Protocol

Part 2: Social Web
Chapter 4: An Automatic Spell Checker Frameworkfor Malay Language Blogs
Chapter 5: Finding and Extracting Academic Information from Conference Web Pages
Chapter 6: TagRank: A New Tag Recommendation Algorithm and Recommender Enhancement with Data Fusion Techniques

Part 3: Social Information Diffusion
Chapter 7: Multi-Influences Co-existence Based Independent Cascade Model and Conflict Resolution Strategy in Social Networks
Chapter 8: Herd Behavior Analysis Based on Evolutionary Game Theory in the Decision-Making of Innovation Adoption
Chapter 9: Applying Data Mining to the Customer Relationship Management in Retail Trade
Chapter 10: Informatization in Grain Circulation of China: A Survey

Part 4: Social Image Retrieval and Visualization
Chapter 11: Effective Location-Based Image Retrieval Basedon Geo-Tags and Visual Features
Chapter 12: HTML5 Based 3D Visualization of High Density LiDAR Data and Color Information for Agriculture Applications
Chapter 13: Large-Screen Intelligent Display Platform for Run-Time Data Visualization
Chapter 14: A Pork Traceability Framework Based on Internet of Things