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Full Description
This two-volume set constitutes the refereed proceedings of the 17th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2022 held in Taiyuan, China, during November 25-27, 2022.
The 60 full papers and 30 short papers included in this two-volume set were carefully reviewed and selected from 211 submissions. They were organized in topical sections as follows: answer set programming; Social Media and Online Communities, Collaborative Mechanisms, Models, Approaches, Algorithms and Systems; Crowd Intelligence and Crowd Cooperative Computing; Cooperative Evolutionary Computation and Human-like Intelligent Collaboration; Domain-Specific Collaborative Applications.
Contents
Social Media and Online Communities.- Multi-Step Ahead PM2.5 Prediction Based On Hybrid Machine Learning Techniques.- A Joint Framework for Knowledge Extraction from Flight Training Comments.- ScholarRec: A User Recommendation System for Academic Social Network.- Incremental Evolutionary Community Discovery Method based on Neighbor Subgraph.- Video Rumor Classification Based on Multi-modal Theme and Keyframe Fusion.- Association Rule Guided Web API Complementary Function Recommendation for Mashup Creation: An Explainable Perspective.- Globally Consistent Vertical Federated Graph Autoencoder for Privacy-Preserving Community Detection.- Research on user personality characteristics mining based on social media.- A Unified Stream and Batch Graph Computing Model for Community Detection.- A Feature Fusion-based Service Classification Approach for Collaborative Development.- Requirements Classification and Identification Approach for E-collaboration System.- Community Evolution Tracking Based on Core Node Extension and Edge Variation Discerning.- University Knowledge Graph Construction Based on Academic Social Network.- Country-Level Collaboration Patterns of Social Computing Scholars.- An Intelligent Mobile System for Monitoring Relapse of Depression.- Fine-grained Sentiment Analysis of Online-Offline Danmaku Based on CNN and Attention.- Ramp merging of connected vehicle with virtual platooning control.- Community Detection based on Enhancing Graph Autoencoder with Node Structural Role.- Representation of Chinese-Vietnamese Bilingual News Topics Based on Heterogeneous Graph.- Convolutional Self-Attention Network for Sequential Recommendation.- Towards Using Local Process Mining to Analyse Learning Behavior Pattern.- Collaborative Mechanisms, Models, Approaches, Algorithms and Systems.- Memory-e↵ective parallel mining of incremental frequent itemsets based on multi-scale.- An AST-based collaborative discussion tool for the MOOC environment.- DQN-based Comprehensive Consumption Minimization on Calculation Offloading in Mobile Edge Computing.- Stochastic Task Offloading Problems for Edge Computing.- Container-Driven Scheduling Strategy for Scientific Workflows in Multi-vCPU Environments.- A Segmented Path Heuristic Recovery Algorithm for WSNs Based on Mobile Sink.- TRindex: Distributed double-layer road network trajectory index.- Sleep Scheduling for Enhancing the Lifetime of Three-dimensional Heterogeneous Wireless Sensor Networks.- CoSBERT: A Cosine-based Siamese BERT-Networks using for Semantic Textual Similarity.- Towards Heterogeneous Federated Learning.- A Graph-Based Efficient Service Composition Method for Computer Aided Engineering (CAE).- Privacy-preserving federated learning framework in knowledge concept recommendation.- RCPM: A Rule-based Configurable Process Mining Method.- Popularity Bias Analysis of Recommendation Algorithm Based on ABM Simulation.- Cloud-Edge Collaborative Task Scheduling Mechanism Based on Improved Parameter Adaptation Particle Swarm Optimization Algorithm.- An Approach to Assessing the Health of Opensource Software Ecosystems.- Topic Discovery in Scientific Literature.- Multi-agent Adversarial Reinforcement Learning Algorithm Based on Reward Query Attention Mechanism.- UAV Target Roundup Strategy Based on Wolf Pack Hunting Behavior.- Prediction of New Energy Vehicles via ARIMA-BP Hybrid Model.
