07289nam a22006735i 4500 978-981-97-7235-3 DE-He213 20251030112917.0 cr nn 008mamaa 240828s2024 si | s |||| 0|eng d 9789819772353 978-981-97-7235-3 10.1007/978-981-97-7235-3 doi QA76.9.B45 UN bicssc COM021000 bisacsh UN thema Web and Big Data [electronic resource] : 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 – September 1, 2024, Proceedings, Part II / edited by Wenjie Zhang, Anthony Tung, Zhonglong Zheng, Zhengyi Yang, Xiaoyang Wang, Hongjie Guo. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XVIII, 500 p. 162 illus., 139 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Computer Science, 1611-3349 ; 14962 -- Recommender System. -- Hierarchical Review-based Recommendation with Contrastive Collaboration. -- Adaptive Augmentation and Neighbor Contrastive Learning for Multi-Behavior Recommendation. -- Automated Modeling of Influence Diversity with Graph Convolutional Network for Social Recommendation. -- Contrastive Generator Generative Adversarial Networks for Sequential Recommendation. -- Distribution-aware Diversification for Personalized Re-ranking in Recommendation. -- KMIC: A Knowledge-aware Recommendation with Multivariate Intentions Contrastive Learning. -- Logic Preference Fusion Reasoning on Recommendation. -- MHGNN: Hybrid Graph Neural Network with Mixers for Multi-interest Session-aware Recommendation. -- Mixed Augmentation Contrastive Learning for Graph Recommendation System. -- Noise-Resistant Graph Neural Networks for Session-based Recommendation. -- S2DNMF: A Self-supervised Deep Nonnegative Matrix Factorization Recommendation Model Incorporating Deep Latent Features of Network Structure. -- Self-Filtering Residual Attention Network based on Multipair Information Fusion for Session-Based Recommendations. -- TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback. -- VM-Rec: A Variational Mapping Approach for Cold-start User Recommendation. -- Knowledge Graph. -- Matching Tabular Data to Knowledge Graph based on Multi-level Scoring Filters for Table Entity Disambiguation. -- Complex Knowledge Base Question Answering via Structure and Content Dual-driven Method. -- EvoREG: Evolutional Modeling with Relation-Entity Dual-Guidance for Temporal Knowledge Graph Reasoning. -- Federated Knowledge Graph Embedding Unlearning via Diffusion Model. -- Functional Knowledge Graph Towards Knowledge Application and Data Management for General Users. -- Hospital Outpatient Guidance System Based On Knowledge Graph. -- TOP: Taxi Destination Prediction Based on Trajectory Knowledge Graph. -- Type-based Neighborhood Aggregation for Knowledge Graph Alignment. -- An Aggregation Procedure Enhanced Mechanism for GCN-based Knowledge Graph Completion Model by Leveraging Condensed Sampling and Attention Optimization. -- Spatial and Temporal Data. -- Capturing Fine and Coarse Grained User Preferences with Dual-Transformer for Next POI Recommendation. -- Enhancing Spatio-Temporal Semantics with Contrastive Learning for Next POI Recommendation. -- Distinguish the Indistinguishable: Spatial Personalized Transformer for Traffic Flow Forecast. -- Meeting Pattern Detection from Trajectories in Road Network. -- Speed Prediction of Multiple Traffic Scenarios with Local Fluctuation. -- ST-TPFL: Towards Spatio-Temporal Traffic Flow Prediction Based on Topology Protected Federated Learning. -- A Context-aware Distance Analysis Approach for Time Series. -- Dual-view Stack State Learning Network for Attribute-based Container Location Assignment. -- Efficient Coverage Query over Transition Trajectories. The five-volume set LNCS 14961, 14962, 14963, 14964 and 14965 constitutes the refereed proceedings of the 8th International Joint Conference on Web and Big Data, APWeb-WAIM 2024, held in Jinhua, China, during August 30–September 1, 2024. The 171 full papers presented in these proceedings were carefully reviewed and selected from 558 submissions. The papers are organized in the following topical sections: Part I: Natural language processing, Generative AI and LLM, Computer Vision and Recommender System. Part II: Recommender System, Knowledge Graph and Spatial and Temporal Data. Part III: Spatial and Temporal Data, Graph Neural Network, Graph Mining and Database System and Query Optimization. Part IV: Database System and Query Optimization, Federated and Privacy-Preserving Learning, Network, Blockchain and Edge computing, Anomaly Detection and Security Part V: Anomaly Detection and Security, Information Retrieval, Machine Learning, Demonstration Paper and Industry Paper. Big data. 57216 Data structures (Computer science). 66708 Information theory. 57783 Application software. Image processing Digital techniques. 64228 Computer vision. Data mining. 6941 Big Data. 57216 Data Structures and Information Theory. 66709 Computer and Information Systems Applications. Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Data Mining and Knowledge Discovery. Zhang, Wenjie. editor. (orcid)0000-0001-6572-2600 https://orcid.org/0000-0001-6572-2600 edt http://id.loc.gov/vocabulary/relators/edt 83083 Tung, Anthony. editor. (orcid)0000-0002-5125-855X https://orcid.org/0000-0002-5125-855X edt http://id.loc.gov/vocabulary/relators/edt 83084 Zheng, Zhonglong. editor. (orcid)0000-0002-5271-9215 https://orcid.org/0000-0002-5271-9215 edt http://id.loc.gov/vocabulary/relators/edt 83085 Yang, Zhengyi. editor. (orcid)0000-0003-1772-6863 https://orcid.org/0000-0003-1772-6863 edt http://id.loc.gov/vocabulary/relators/edt 67040 Wang, Xiaoyang. editor. (orcid)0000-0003-3554-3219 https://orcid.org/0000-0003-3554-3219 edt http://id.loc.gov/vocabulary/relators/edt 83086 Guo, Hongjie. editor. (orcid)0009-0004-8366-6998 https://orcid.org/0009-0004-8366-6998 edt http://id.loc.gov/vocabulary/relators/edt 83087 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819772346 Printed edition: 9789819772360 Lecture Notes in Computer Science, 1611-3349 ; 14962 https://doi.org/10.1007/978-981-97-7235-3 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 62817 62817