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020 a97898196005579978-981-96-0055-7
024 a10.1007/978-981-96-0055-72doi
040 a221008
050 aQA76.9.B45
072 aUN2bicssc
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245 00 aWeb and Big Data. APWeb-WAIM 2024 International Workshopsh[electronic resource] :bKGMA 2024, SemiBDMA 2024, MADM 2024, AIEDM 2024 and STBDM 2024, Jinhua, China, August 30 - September 1,2024, Proceedings. /cedited by Wenjie Zhang, Anthony Tung, Zhonglong Zheng, Zhengyi Yang, Xiaoyang Wang, Hongjie Guo.
250 a1st ed. 2025.
264 aSingapore :bSpringer Nature Singapore :bImprint: Springer,c2025.
300 aXIII, 350 p. 113 illus., 100 illus. in color.bonline resource.
336 atextbtxt2rdacontent
337 acomputerbc2rdamedia
338 aonline resourcebcr2rdacarrier
347 atext filebPDF2rda
490 aCommunications in Computer and Information Science,x1865-0937 ;v2246
505 a -- KGMA Workshop. -- Approximating Temporal Katz Centrality with Methods. -- LLM for Uniform Information Extraction using Multi-task Learning Optimization. -- ASM: Adaptive Subgraph Matching via Efficient Compression and Label Filter. -- SemiBDMA Workshop. -- Learning Multi-Semantic Based on Cross-Attention for Image-Text Retrieval. -- Integrated Global Semantics and Local Details for Image-text Retrieval. -- Adversarial Graph Convolutional Network Hashing for Cross-Modal Retrieval. -- FS-IGA: Feature Selection Method Based on Improved Genetic Algorithm. -- Shearlet Transform Based Multiscale Fusion Network for Image Super Resolution. -- Application of Segmental-based Transfinite Mapping Method for Quadrilateral Mesh Generation of Complex Domain. -- Augmenting Knowledge Tracing: Personalized Modeling by Considering Forgetting Behavior in Learning Process. -- A Time-Aware Sequential Recommendation based on Attention Mechanism. -- Integrating User Sentiment and Behavior for Explainable Recommendation. -- MADM Workshop. -- SACC: Secure-cooperative Adaptive Cruise Control for Unmanned Vehicles. -- A Systematic Mapping Study of LLM Applications in Mobile Device Research. -- Application Framework for OpenHarmony Distributed Trusted Execution Environment. -- Design and Implementation of a Multi-metric Performance Analysis Tool for Android System and its Applications. -- Towards Optimal Leakage Assessment of TVLA. -- Joint UAV Trajectory Optimization and Task Offloading in Integrated Air-Ground Networks. -- AIEDM Workshop. -- Research on Ethical Issues of Classroom Dialogue in the Era of Large Language Model. -- Adaptive Exploration: Elevating Educational Impact of Unsupervised Knowledge Graph Question Answering. -- xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network. -- RDNeRF: Radiance Distribution Guided NeRF for Floaters Removing. -- Multi-User VR Content Wireless Delivery using Motion Prediction and Adaptive Multicasting. -- MEGKT:Multi-Edge Features Enhancement for Graph-Based Knowledge Tracing. -- STBDM Workshop. -- Collaborative Inference for Adaptive DNN Pipeline-aware Alignment. -- A Unified Framework for Link Prediction on Heterogeneous Temporal Graph. -- Massive-Parallel Game of Politi. -- Multiscale Convolutional Feature Aggregation for Finegrained Image Retrieval.
520 aThis proceedings constitutes selected papers from the Workshops KGMA, SemiBDMA, MADM, AIEDM and STBDM which were held in conjunction with APWeb-WAIM 2024 which took place in Jinhua, China, August 30–September 1, 2024. The 28 full papers presented were carefully reviewed and selected from 49 submissions. the five workshops accepted a total of 28 papers, marking an acceptance rate of 57.14%. Each submission has been peer-reviewed by 3-4 reviewers. The five workshops were as follows: 1. The 7th International Workshop on Knowledge Graph Management and Applications (KGMA 2024). 2. The 6th International Workshop on Semi-structured Big Data Management and Applications (SemiBDMA 2024). 3. The 1st International Workshop on Mobile Applications and Data Management (MADM 2024). 4. The 1st International Workshop on Artificial Intelligence in Education and Educational Data Mining (AIEDM 2024). 5. The 1st International Workshop on Spatio-Temporal Big Data Management (STBDM 2024).
650 aBig data.
650 aData structures (Computer science).
650 aInformation theory.
650 aApplication software.
650 aImage processingxDigital techniques.
650 aComputer vision.
650 aInformation storage and retrieval systems.
650 aData mining.
650 aBig Data.
650 aData Structures and Information Theory.
650 aComputer and Information Systems Applications.
650 aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 aInformation Storage and Retrieval.
650 aData Mining and Knowledge Discovery.
700 aZhang, Wenjie.eeditor.0(orcid)0000-0001-6572-26001https://orcid.org/0000-0001-6572-26004edt4http://id.loc.gov/vocabulary/relators/edt
700 aTung, Anthony.eeditor.0(orcid)0000-0002-5125-855X1https://orcid.org/0000-0002-5125-855X4edt4http://id.loc.gov/vocabulary/relators/edt
700 aZheng, Zhonglong.eeditor.0(orcid)0000-0002-5271-92151https://orcid.org/0000-0002-5271-92154edt4http://id.loc.gov/vocabulary/relators/edt
700 aYang, Zhengyi.eeditor.0(orcid)0000-0003-1772-68631https://orcid.org/0000-0003-1772-68634edt4http://id.loc.gov/vocabulary/relators/edt
700 aWang, Xiaoyang.eeditor.0(orcid)0000-0003-3554-32191https://orcid.org/0000-0003-3554-32194edt4http://id.loc.gov/vocabulary/relators/edt
700 aGuo, Hongjie.eeditor.0(orcid)0009-0004-8366-69981https://orcid.org/0009-0004-8366-69984edt4http://id.loc.gov/vocabulary/relators/edt
710 aSpringerLink (Online service)
773 tSpringer Nature eBook
776 iPrinted edition:z9789819600540
776 iPrinted edition:z9789819600564
830 aCommunications in Computer and Information Science,x1865-0937 ;v2246
856 uhttps://doi.org/10.1007/978-981-96-0055-7
912 aZDB-2-SCS
912 aZDB-2-SXCS
950 aComputer Science (SpringerNature-11645)
950 aComputer Science (R0) (SpringerNature-43710)
Web and Big Data. APWeb-WAIM 2024 International Workshops[electronic resource] :KGMA 2024, SemiBDMA 2024, MADM 2024, AIEDM 2024 and STBDM 2024, Jinhua, China, August 30 - September 1,2024, Proceedings. /edited by Wenjie Zhang, Anthony Tung, Zhonglong Zheng, Zhengyi Yang, Xiaoyang Wang, Hongjie Guo
종류
전자책
서명
Web and Big Data. APWeb-WAIM 2024 International Workshops[electronic resource] :KGMA 2024, SemiBDMA 2024, MADM 2024, AIEDM 2024 and STBDM 2024, Jinhua, China, August 30 - September 1,2024, Proceedings. /edited by Wenjie Zhang, Anthony Tung, Zhonglong Zheng, Zhengyi Yang, Xiaoyang Wang, Hongjie Guo
판 사항
1st ed. 2025.
형태사항
XIII, 350 p 113 illus, 100 illus in color online resource.
주기사항
This proceedings constitutes selected papers from the Workshops KGMA, SemiBDMA, MADM, AIEDM and STBDM which were held in conjunction with APWeb-WAIM 2024 which took place in Jinhua, China, August 30–September 1, 2024. The 28 full papers presented were carefully reviewed and selected from 49 submissions. the five workshops accepted a total of 28 papers, marking an acceptance rate of 57.14%. Each submission has been peer-reviewed by 3-4 reviewers. The five workshops were as follows: 1. The 7th International Workshop on Knowledge Graph Management and Applications (KGMA 2024). 2. The 6th International Workshop on Semi-structured Big Data Management and Applications (SemiBDMA 2024). 3. The 1st International Workshop on Mobile Applications and Data Management (MADM 2024). 4. The 1st International Workshop on Artificial Intelligence in Education and Educational Data Mining (AIEDM 2024). 5. The 1st International Workshop on Spatio-Temporal Big Data Management (STBDM 2024).
내용주기
/ KGMA Workshop. / Approximating Temporal Katz Centrality with Methods. / LLM for Uniform Information Extraction using Multi-task Learning Optimization. / ASM: Adaptive Subgraph Matching via Efficient Compression and Label Filter. / SemiBDMA Workshop. / Learning Multi-Semantic Based on Cross-Attention for Image-Text Retrieval. / Integrated Global Semantics and Local Details for Image-text Retrieval. / Adversarial Graph Convolutional Network Hashing for Cross-Modal Retrieval. / FS-IGA: Feature Selection Method Based on Improved Genetic Algorithm. / Shearlet Transform Based Multiscale Fusion Network for Image Super Resolution. / Application of Segmental-based Transfinite Mapping Method for Quadrilateral Mesh Generation of Complex Domain. / Augmenting Knowledge Tracing: Personalized Modeling by Considering Forgetting Behavior in Learning Process. / A Time-Aware Sequential Recommendation based on Attention Mechanism. / Integrating User Sentiment and Behavior for Explainable Recommendation. / MADM Workshop. / SACC: Secure-cooperative Adaptive Cruise Control for Unmanned Vehicles. / A Systematic Mapping Study of LLM Applications in Mobile Device Research. / Application Framework for OpenHarmony Distributed Trusted Execution Environment. / Design and Implementation of a Multi-metric Performance Analysis Tool for Android System and its Applications. / Towards Optimal Leakage Assessment of TVLA. / Joint UAV Trajectory Optimization and Task Offloading in Integrated Air-Ground Networks. / AIEDM Workshop. / Research on Ethical Issues of Classroom Dialogue in the Era of Large Language Model. / Adaptive Exploration: Elevating Educational Impact of Unsupervised Knowledge Graph Question Answering. / xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network. / RDNeRF: Radiance Distribution Guided NeRF for Floaters Removing. / Multi-User VR Content Wireless Delivery using Motion Prediction and Adaptive Multicasting. / MEGKT:Multi-Edge Features Enhancement for Graph-Based Knowledge Tracing. / STBDM Workshop. / Collaborative Inference for Adaptive DNN Pipeline-aware Alignment. / A Unified Framework for Link Prediction on Heterogeneous Temporal Graph. / Massive-Parallel Game of Politi. / Multiscale Convolutional Feature Aggregation for Finegrained Image Retrieval.
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