Big Data: 6th CCF Conference

Big Data: 6th CCF Conference, Big Data 2018, Xi’an, China, October 11-13, 2018, Proceedings (Communications in Computer and Information Science)

This volume constitutes the proceedings of the 6th CCF Conference, Big Data 2018, held in Xi’an, China, in October 2018.

The 32 revised full papers presented in this volume were carefully reviewed and selected from 880 submissions. The papers are organized in topical sections on natural language processing and text mining; big data analytics and smart computing; big data applications; the application of big data in machine learning; social networks and recommendation systems; parallel computing and storage of big data; data quality control and data governance; big data system and management.

Table of Contents

Chapter 1. A Method to Chinese-Vietnamese Bilingual Metallurgy Term Extraction Based on a Pivot Language
Chapter 2. Preprocessing and Feature Extraction Methods for Microfinance Overdue Data
Chapter 3. The Influence of Online Community Interaction on Individual User Behavior
Chapter 4. Mining Device-Specific Apps Usage Patterns from Appstore Big Data
Chapter 5. An Optimized Artificial Bee Colony Based Parameter Training Method for Belief Rule-Base
Chapter 6. Search of Center-Core Community in Large Graphs
Chapter 7. Real-Time Scientific Impact Prediction in Twitter
Chapter 8. Online Matrix Factorization Hashing for Large-Scale Image Retrieval
Chapter 9. Multi-constrained Dominate Route Queries in Time-Dependent Road Networks
Chapter 10. Multi-class Weather Classification Fusing Weather Dataset and Image Features
Chapter 11. Multiple Meta Paths Combined for Vertex Embedding in Heterogeneous Networks
Chapter 12. A Review of Recent Advances in Identity Identification Technology Based on Biological Features
Chapter 13. Interpretable Verification of Visually Similar Vehicle Images Using Convolutional Networks
Chapter 14. Learning Noise-Aware Correlation Filter for Visual Tracking
Chapter 15. Research on Urban Street Order Based on Data Mining Technology
Chapter 16. A Vertex-Centric Graph Simulation Algorithm for Large Graphs
Chapter 17. A Multi-scale Dehazing Network with Transmission Range Stretching
Chapter 18. LaG-DESIQUE: A Local-and-Global Blind Image Quality Evaluator Without Training on Human Opinion Scores
Chapter 19. Missing Recover with Recurrent Neural Networks for Video Object Detection
Chapter 20. Deep Convolutional Neural Network with Feature Fusion for Image Super-Resolution
Chapter 21. Text-Associated Max-Margin DeepWalk
Chapter 22. A Deconvolution Methods Based on Retinex Prior
Chapter 23. Identification of High Priority Bug Reports via Integration Method
Chapter 24. An Incremental Approach for Sparse Bayesian Network Structure Learning
Chapter 25. Cloud Goods Recognition System Based on PCA and SVM
Chapter 26. A Method for Water Pollution Source Localization with Sensor Monitoring Networks
Chapter 27. A Method for Locating Parking Points of Shared Bicycles Based on Clustering Analysis
Chapter 28. Asynchronous Bi-clustering for Image Recommendation
Chapter 29. Integrating LDA into the Weighted Average Method for Semantic Friend Recommendation
Chapter 30. SRE-Net Model for Automatic Social Relation Extraction from Video
Chapter 31. Visual Analysis of Scientific Life of Scholars Based on Digital Humanities
Chapter 32. RUPredHadoop: Resources Utilization Predictor for Hadoop with Large-Scale Clusters
Chapter 33. Multi-keyword Parallel Search Algorithm for Streaming RDF Data
Chapter 34. Efficient Memory Caching for Erasure Coding Based Key-Value Storage Systems
Chapter 35. A Task-Driven Reconfigurable Heterogeneous Computing Platform for Big Data Computing
Chapter 36. Deduplication with Blockchain for Secure Cloud Storage
Chapter 37. Virtual Machine Live Migration Strategy in Big Data Information System