LEADER 06814nam 22007815 450 001 9910886094003321 005 20240828130259.0 010 $a981-9772-32-X 024 7 $a10.1007/978-981-97-7232-2 035 $a(MiAaPQ)EBC31622075 035 $a(Au-PeEL)EBL31622075 035 $a(CKB)34456056500041 035 $a(DE-He213)978-981-97-7232-2 035 $a(OCoLC)1455135510 035 $a(EXLCZ)9934456056500041 100 $a20240828d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aWeb and Big Data $e8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 ? September 1, 2024, Proceedings, Part I /$fedited by Wenjie Zhang, Anthony Tung, Zhonglong Zheng, Zhengyi Yang, Xiaoyang Wang, Hongjie Guo 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (510 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14961 311 08$a981-9772-31-1 327 $a -- Natural language processing. -- A Boundary Feature enhanced Span-based Nested Named Entity Recognition Method. -- Enhancing NER with Sentence-Level Entity Detection as an simple Auxiliary Task. -- CeER: A Nested Name Entity Recognition Model Incorporating Gaze Feature. -- External Knowledge Enhancing Meta-Learning Framework for Few-shot Text Classification via Contrastive Learning and Adversarial Network. -- Filter-GLAT: Filter Glanced Decoder Output for Non-autoregressive Transformer. -- Joint Semantic Relation Extraction for Multiple Entity Packets. -- RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis. -- Explicit Relation-Enhanced AMR for Document-Level Event Argument Extraction with Global-Local Attention. -- Parallel Program Generation for Hybrid Tabular-Textual Question Answering. -- CGSL: Collaborative Graph and Segment Learning Based Aspect-level Sentiment Analysis Model. -- SE-GCN: A Syntactic Information Enhanced Model for Aspect-based Sentiment Analysis. -- Generative AI and LLM. -- Similarity Retrieval and Medical Cross-modal Attention based Medical Report Generation. -- Answering Spatial Commonsense Questions based on Chain-of-Thought Reasoning with Adaptive Complexity. -- LLM-Based Empathetic Response through Psychologist-Agent Debate. -- UFI4ER: An Utterance-Level Feature Dynamic Interaction Model for Cognition-Enhanced Empathetic Response Generation. -- Enhancing Continual Relation Extraction with Concept Aware Dynamic Memory Optimization. -- Knowledge-Enhanced Context Representation for Unbiased Scene Graph Generation. -- Modal Complementarity based on Multimodal Large Language Model for Text-based Person Retrieval. -- Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation. -- Watch Your Words: Successfully Jailbreak LLM by Mitigating the ?Prompt Malice?. -- Generating Adversarial Texts by the Universal Tail Word Addition Attack. -- Smaller Can Be Better: Efficient Data Selection for Pre-training Models. -- How to Enhance Low-Resource Knowledge Tracing Tasks? A Pre-training and Gradient Adjusting Fine-tuning Framework. -- Computer Vision. -- A Learned Image Compression Method for Electricity Tower Monitoring Based on the Transformer-CNN-Based Network. -- A Lightweight OCT Image Classification Model with Low Configuration and High Efficiency. -- An Enhanced MobileNet with Multi-Scale Aggregation for DR Classification. -- GIPUT: Maximizing Photo Coverage Efficiency for UAV Trajectory. -- LPLA:The Adversarial Attack against License Plate Recognition Systems. -- PW-CM: A Medical Image Segmentation Based on Consistency Model by Using Patches and Wavelet Transforms. -- WS-GCA: A Synergistic Framework for Precise Semantic Segmentation with Comprehensive Supervision. -- YOLO-VanNet: An improved YOLOv5 method for PCB surface defect detection. -- Long video scoring method fusing high-precision pose and spatio-temporal attention modules. -- Recommender System. -- Filter-enhanced Multi-interest Network for Sequential Recommendation. 330 $aThe five-volume set LNCS 14961, 14962, 14963, 14964 and 14965 constitutes the refereed proceedings of the 8th International Joint Conference on Web and Big Data, APWeb-WAIM 2024, held in Jinhua, China, during August 30?September 1, 2024. The 171 full papers presented in these proceedings were carefully reviewed and selected from 558 submissions. The papers are organized in the following topical sections: Part I: Natural language processing, Generative AI and LLM, Computer Vision and Recommender System. Part II: Recommender System, Knowledge Graph and Spatial and Temporal Data. Part III: Spatial and Temporal Data, Graph Neural Network, Graph Mining and Database System and Query Optimization. Part IV: Database System and Query Optimization, Federated and Privacy-Preserving Learning, Network, Blockchain and Edge computing, Anomaly Detection and Security Part V: Anomaly Detection and Security, Information Retrieval, Machine Learning, Demonstration Paper and Industry Paper. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14961 606 $aBig data 606 $aData structures (Computer science) 606 $aInformation theory 606 $aApplication software 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aData mining 606 $aBig Data 606 $aData Structures and Information Theory 606 $aComputer and Information Systems Applications 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aData Mining and Knowledge Discovery 615 0$aBig data. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aApplication software. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aData mining. 615 14$aBig Data. 615 24$aData Structures and Information Theory. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aData Mining and Knowledge Discovery. 676 $a005.7 700 $aZhang$b Wenjie$01769181 701 $aTung$b Anthony$01769182 701 $aZheng$b Zhonglong$01769183 701 $aYang$b Zhengyi$01437866 701 $aWang$b Xiaoyang$01769184 701 $aGuo$b Hongjie$01769185 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910886094003321 996 $aWeb and Big Data$94236930 997 $aUNINA