Data Science
Description
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.
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Content
.- 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.