Data Information in Online Environments by Cao, Yuanlong; Shao, Xun;

Long description:

This book constitutes the refereed proceedings of the 4th EAI International Conference on Data Information in Online Environments, DIONE 2023, held in Nanchang, China, during November 25-27, 2023.

The 21 full papers were carefully reviewed and selected from 81 submissions.The papers are grouped in thematic sessions as follows: the application of artificial intelligence: the new era of computer network by using machine learning, a caching strategy using deep q-learning for multi-access edge computing users, a deep reinforcement learning-based content updating algorithm for high definition map edge caching, advanced technology in computing, emerging technologies and applications in networks and management.

Table of Contents:

.- The application of artificial intelligence: The New Era of Computer Network by using Machine Learning .
.- A QoS and Load Balancing Predictive Model Based on LSTM and Random Forest Regression in SDN: A Rest API approach.
.- A recommendation algorithm for improved residual networks based on matrix decomposition.
.- Deep Image Inpainting Incorporating Texture Prior based on Gabor Filter.
.- The Improved XdeepFM Algorithm Based on Attention Mechanism and Factorization Machine.
.- A Caching Strategy Using Deep Q-Learning for Multi-access Edge Computing Users.
.- Deep Learning-Based Glaucoma Diagnostic Assistance System on Mobile Devices.
.- Using alignment chain to boost genetic sequence alignment process.
.- Analysis of the Industrial Internet Industry Chain and Supply Capability Analysis of Key Links within Jiangxi Province.
.- A Deep Reinforcement Learning-Based Content Updating Algorithm for High Definition Map Edge Caching.
.- A Lithium-ion Battery Cathode Material Literature Entity Recognition Method Based on Deep Learning.
.- Design and implementation of improved multi-objective genetic algorithm based on uniform distribution.
.- Advanced technology in computing.
.- Wavelet and Kalman Filter-empowered Traffic Detection for Secure QUIC Network Communication.
.- HyFed A Hybrid Blockchain Empowered Federated Learning Privacy Fair Framework .
.- Research on the capability status of industrial Internet security supervision platform.
.- Solar system dynamics with Jet Propulsion Laboratory Ephemeris.
.- Emerging technologies and applications in networks and management .
.- Elderly Health Care Data Integration Framework: Design and Implementation.
.- Challenges and Prospects of Power Network Security Protection in the Context of a New Power System: A Case Study of Jiangx.
.- Enhancing Sequence Alignment Efficiency through Concurrent Utilization of Multiple Arm Processors in a Sequential Processing Framework.
.- Fusion of multiscale convolution and LSTM for stock price prediction.
.- Development of a web application for the sociocultural diffusion of the municipality of Lamas, Peru.
.- A Solution Against Selective Jamming Attack in IEEE 802.15.4e Wireless Networks.
.- TDFM and TAFM: Time-aware and feature fusion-based deep recommendation models for short videos.
.- Blockchain Based Access Control: A review and future perspectives.