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.