Data Science

10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27¿30, 2024, Proceedings, Part II
Herausgegeben:Xu, Chengzhong; Pan, Haiwei; Yu, Chen; Wang, Jianping; Han, Qilong; Song, Xianhua; Lu, Zeguang

• Broschiertes Buch

Produktbeschreibung

This three-volume set CCIS 2213-2215 constitutes the refereed proceedings of the 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, held in Macau, China, during September 27-30, 2024.

The 74 full papers and 3 short papers presented in these three volumes were carefully reviewed and selected from 249 submissions.

The papers are organized in the following topical sections:

Part I: Novel methods or tools used in big data and its applications; applications of data science.

Part II: Education research, methods and materials for data science and engine; data security and privacy; big data mining and knowledge management.

Part III: Infrastructure for data science; social media and recommendation system; multimedia data management and analysis.

Produktdetails

• Communications in Computer and Information Science 2214
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-97-8745-6
• Seitenzahl: 368
• Erscheinungstermin: 31. Oktober 2024
• Englisch
• Abmessung: 235mm x 155mm x 20mm
• Gewicht: 558g
• ISBN-13: 9789819787456
• ISBN-10: 9819787459
• Artikelnr.: 71521352

Inhaltsangabe

.- Education research, methods and materials for data science and engine.

.- An empirical study of the factors influencing the improvement of education
quality within higher education institutions·

.- Study on the Intercultural Competence of Students in Hainan Vocational College.

.- Study on the Communicative Competence of Students of Tourism-related Majors
in Hainan Vocational Colleges.

.- Research on the Learning Adaptability and Learning Effectiveness of College
Students under the Background of Digital Education.

.- Research on the Adaptability of Vocational College Majors and Industry Empirical
Study Based on 14 Vocational Colleges in Hainan,China.

.- Practice of the Campus Data Middle Platform Based on Lakehouse Integrated
Architecture.

.- Data Security and Privacy.

.- Reversible Data Hiding for 3D Mesh Model Based on Block Modulus Encryption
and Multi-MSB Prediction.

.- QR code digital watermarking algorithm based on GWO.

.- Fast CKKS Algorithm in the SEAL Library.

.- A Transformer-based Video Colorization Method Fusing Local Self-Attention and
Bidirectional Optical Flow.

.- An NTRU Lattice-Based Chameleon Hash Scheme for Redactable Blockchain Applications.

.- Traceable Decentralized Policy-Based Chameleon Hash Scheme for Blockchain
Rewriting·

.- SECURE IDENTITY AUTHENTICATION PROTOCOL BASED ON BLOCKCHAIN
IN SMART HOME.

.- False Data Injection Attack Detection Method Based on Long Time Series
Prediction.

.- A Hybrid Iris Recognition System Model based on Presentation Attack Detection
and Traffic Monitoring Module on AIoT System.

.- Big Data Mining and Knowledge Management.

.- Leveraging Spatial Characteristics in Trajectory Compression: An Angle-based
Bounded-error Method.

.- HENF: Hierarchical Entity Neighbor Multi-Relational Fusion Network for
Knowledge Graph Completion.

.- TCB Intrusion Detection Method Based on Data Enhancement.

.- Multi-source Heterogeneous Data Joint Diagnosis Method for Transformers Based
on D-S Evidence Theory.

.- Progressive Federated Learning Scheme Based on Model Pruning.

.- Privacy Protection Data Aggregation Scheme Against Quantum Attacks.

.- LOCATION DATA QUADTREE PARTITIONINGALGORITHM BASED ON
DIFFERENTIAL PRIVACY.

.- RLART: An Adaptive Radix Tree Based on Deep Reinforcement Learning.