Data Science: 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 2730, 2 [Paperback]

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 2730, 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.

.- Infrastructure for Data Science.

.- Android malware detection method based on  machine learning.

.- A lightweight edge network intrusion detection system based on MobileVit.

.- TRAFFICNET: A NOVEL NETWORK PERFORMANCE PREDICTION MODEL VIA
AGGREGATOR-BASED ENHANCEMENT.

.- Social Media and Recommendation System.

.- Sentiment analysis for public opinion based on MapReduce and PSO-SVR.

.- Personalized Novel Recommendation System Based on Filtering and Sentiment Analysis.

.- Enhancing Relevance and Efficiency in Visual Question Generation through
Redundant Object Filtering.

.- Chinese Named Entity Recognition Algorithm integrating  Vocabulary Information.

.- WSDSum:Unsupervised Extractive Summarization Based.

.- IPFS-DKRM: an efficient keyword retrieval model of IPFS based on ART.

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