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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 Datong, China, during September 23-25, 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
Crowd Intelligence and Crowd Cooperative Computing.- MatricEs: Matrix Embeddings for Link Prediction in Knowledge Graphs.- Learning User Embeddings based on Long Short-Term User Group Modeling for Next-Item Recommendation.- Context-Aware Quaternion Embedding for Knowledge Graph Completion.- Dependency-based Task Assignment in Spatial Crowdsourcing.- ICKG: An I Ching Knowledge Graph Tool Revealing Ancient Wisdom.- Collaborative Analysis on Code Structure and Semantics.- Temporal Planning-Based Choreography from Music.- An Adaptive Parameter DBSCAN Clustering and Reputation-aware QoS Prediction Method.- E↵ectiveness of Malicious Behavior and its Impact on Crowdsourcing.- Scene Adaptive Persistent Target Tracking and Attack Method Based On Deep Reinforcement Learning.- Research on Cost Control of Mobile Crowdsourcing Supporting Low Budget in Large Scale Environmental Information Monitoring.- Question Answering System Basedon University Knowledge Graph.- Deep Reinforcement Learning-Based Scheduling Algorithm for Service Di↵erentiation in Cloud Business Process Management System.- A Knowledge Tracing Model Based on Graph Attention Mechanism and Incorporating External Features.- Crowd-Powered Source Searching in Complex Environments.- Cooperative Evolutionary Computation and Human-like intelligent Collaboration.- Task Offloading and Resource Allocation with Privacy Constraints in End-edge-cloud Environment.- A Classifier-based Two-stage Training Model for Few-shot Segmentation.- EEG-based Motor Imagery Classification with Deep Adversarial Learning.- Comparison Analysis on Techniques of Preprocessing Imbalanced Data for Symbolic Regression.- A Feature Reduction-Induced Subspace Multiple Kernel Fuzzy Clustering Algorithm.- A Deep Neural Network based Resource Configuration Framework for Human-Machine Computing System.- Research on User's Mental Health Based on Comment Text.- A Multi-objective Level-based Learning Swarm Optimization Algorithm with Preference for Epidemic Resource Allocation.- Aesthetics-Diven Online Summarization to First-Person Tourism Videos.- Visual Scene-Aware Dialogue System for Cross-Modal Intelligent Human-Machine Interaction.- A Weighting Possibilistic Fuzzy C-Means Algorithm for Interval Granularity.- An Evolutionary Multi-Task Genetic Algorithm with Assisted-task for Flexible Job Shop Scheduling.- Evaluation of Depression Tendency Based on Cyber Psychosocial and Physical Computation.- Optimization of on-ramp confluence sequence for Internet of Vehicles with graph model.- Chinese Event Extraction Based on Hierarchical Attention Mechanism.- Instance-Aware Style-Swap for Disentangled Attribute-Level Image Editing.- Collaborative Multi-Head Contextualized Sparse Representations for Real-Time Open-Domain Question Answering.- Automatic Personality Prediction Based on Users' Chinese Handwriting Change.- Domain-Specific Collaborative Applications.- A Faster, Lighter and Stronger Deep Learning-Based Approach for Place Recognition.- An Improved Prior Box Generation Method for Small Object Detection.- ACAGNN: Source code representation based on fine-grained multi-view program features.- A Framework for Math Word Problem Solving Based on Pre-training Models And Spatial Optimization Strategies.- A Spillover-Based Model for Default Risk Assessment of Transaction Entities in Bulk Commodity Trade.- The Sandpile Model of Japanese Empire Dynamics.- Active Authorization Control of Deep Models Using Channel Pruning.- A Knowledge Graph-based Analysis Framework for Aircraft Configuration Change Propagation.- Node-IBD: A Dynamic Isolation Optimization Algorithm for Infection Prevention and Control Based on Influence Diffusion.- A Hybrid Layout Method Based on GPU for the Logistics FacilityLayout Problem.- An interpretable loan credit evaluation method based on rule representation learner.- A Survey of Computer Vision-based Fall Detection and Technology Perspectives.- 3D Gaze Vis: Sharing Eye Tracking Data Visualization for Collaborative Work in VR Environment.- A Learning State Monitoring Method Based on Face Feature and Posture.- Meta-Transfer Learning for Person Re-Identification in Aerial Imagery. Horizontal Federated Traffic Speed Prediction Base on Secure Node Attribute Aggregation.
