期刊名：Information

期刊主页：https://www.mdpi.com/journal/information

本期文献清单为您精选了 Information 期刊2024-2025年的10篇高阅读量文章，内容涵盖强化学习、递归神经网络、面部表情识别、加密货币预测、人工智能在人力资源与供应链管理中的应用、智能自动化、网络安全编排以及大语言模型人格研究等前沿方向。希望能为相关领域学者提供新的研究思路和参考，欢迎大家阅读。

高阅读量文章精选一

Multi-Robot Navigation System Design Based on Proximal Policy Optimization Algorithm

基于近端策略优化算法的多机器人导航系统设计

Wong, C.-C. et al.

https://www.mdpi.com/2078-2489/15/9/518

Wong, C.-C.; Weng, K.-D.; Yu, B.-Y. Multi-Robot Navigation System Design Based on Proximal Policy Optimization Algorithm. Information 2024, 15, 518. https://doi.org/10.3390/info15090518

高阅读量文章精选二

Recurrent Neural Networks: A Comprehensive Review of Architectures, Variants, and Applications

递归神经网络：架构、变体与应用综述

Mienye, I.D. et al.

https://www.mdpi.com/2078-2489/15/9/517

Mienye, I.D.; Swart, T.G.; Obaido, G. Recurrent Neural Networks: A Comprehensive Review of Architectures, Variants, and Applications. Information 2024, 15, 517. https://doi.org/10.3390/info15090517

高阅读量文章精选三

Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets

面部表情识别研究进展：方法、基准、模型与数据集综述

Kopalidis, T. et al.

https://www.mdpi.com/2078-2489/15/3/135

Kopalidis, T.; Solachidis, V.; Vretos, N.; Daras, P. Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets. Information 2024, 15, 135. https://doi.org/10.3390/info15030135

高阅读量文章精选四

High-Frequency Cryptocurrency Price Forecasting Using Machine Learning Models: A Comparative Study

基于机器学习模型的高频加密货币价格预测：比较研究

Rodrigues, F. et al.

https://www.mdpi.com/2078-2489/16/4/300

Rodrigues, F.; Machado, M. High-Frequency Cryptocurrency Price Forecasting Using Machine Learning Models: A Comparative Study. Information 2025, 16, 300. https://doi.org/10.3390/info16040300

高阅读量文章精选五

Barriers and Enablers of AI Adoption in Human Resource Management: A Critical Analysis of Organizational and Technological Factors

人工智能在人力资源管理中应用的障碍与推动因素：组织与技术因素的批判性分析

Madanchian, M. et al.

https://www.mdpi.com/2078-2489/16/1/51

Madanchian, M.; Taherdoost, H. Barriers and Enablers of AI Adoption in Human Resource Management: A Critical Analysis of Organizational and Technological Factors. Information 2025, 16, 51. https://doi.org/10.3390/info16010051

高阅读量文章精选六

Intelligent Supply Chain Management: A Systematic Literature Review on Artificial Intelligence Contributions

智能供应链管理：人工智能贡献的系统文献综述

Teixeira, A.R. et al.

https://www.mdpi.com/2078-2489/16/5/399

Teixeira, A.R.; Ferreira, J.V.; Ramos, A.L. Intelligent Supply Chain Management: A Systematic Literature Review on Artificial Intelligence Contributions. Information 2025, 16, 399. https://doi.org/10.3390/info16050399

高阅读量文章精选七

Artificial Intelligence in SMEs: Enhancing Business Functions Through Technologies and Applications

中小企业中的人工智能：通过技术与应用增强业务功能

Le Dinh, T. et al.

https://www.mdpi.com/2078-2489/16/5/415

Le Dinh, T.; Vu, M.-C.; Tran, G.T.C. Artificial Intelligence in SMEs: Enhancing Business Functions Through Technologies and Applications. Information 2025, 16, 415. https://doi.org/10.3390/info16050415

高阅读量文章精选八

Revolutionizing Supply Chains: Unleashing the Power of AI-Driven Intelligent Automation and Real-Time Information Flow

供应链革命：释放AI驱动的智能自动化与实时信息流的力量

Shamsuddoha, M. et al.

https://www.mdpi.com/2078-2489/16/1/26

Shamsuddoha, M.; Khan, E.A.; Chowdhury, M.M.H.; Nasir, T. Revolutionizing Supply Chains: Unleashing the Power of AI-Driven Intelligent Automation and Real-Time Information Flow. Information 2025, 16, 26. https://doi.org/10.3390/info16010026

高阅读量文章精选九

Toward Robust Security Orchestration and Automated Response in Security Operations Centers with a Hyper-Automation Approach Using Agentic Artificial Intelligence

基于代理型人工智能的超自动化方法：面向安全运营中心的可靠安全编排与自动化响应

Ismail et al.

https://www.mdpi.com/2078-2489/16/5/365

Ismail; Kurnia, R.; Brata, Z.A.; Nelistiani, G.A.; Heo, S.; Kim, H.; Kim, H. Toward Robust Security Orchestration and Automated Response in Security Operations Centers with a Hyper-Automation Approach Using Agentic Artificial Intelligence. Information 2025, 16, 365. https://doi.org/10.3390/info16050365

高阅读量文章精选十

The Personification of ChatGPT (GPT-4)—Understanding Its Personality and Adaptability

ChatGPT（GPT-4）的人格化——理解其个性与适应性

Stöckli, L. et al.

https://www.mdpi.com/2078-2489/15/6/300

Stöckli, L.; Joho, L.; Lehner, F.; Hanne, T. The Personification of ChatGPT (GPT-4)—Understanding Its Personality and Adaptability. Information 2024, 15, 300. https://doi.org/10.3390/info15060300

期刊介绍

主编：Prof. Dr. Willy Susilo, University of Wollongong, Australia

Information 期刊聚焦信息科学与技术领域的前沿研究成果，涵盖信息系统、计算机科学、数据科学、人工智能、人机交互、网络安全等多个方向。期刊以高效、严谨的同行评审流程著称，致力于为全球学者提供优质的开放获取发表平台。

2024 影响因子：2.9

5年影响因子：3.0

平均一审时间：20.9天（2025年下半年数据）

平均接收至发表时间：3.6天（2025年下半年数据）

期刊收录：Scopus、ESCI（Web of Science）、Ei Compendex、dblp 等权威数据库

期刊排名：JCR Q2（计算机科学：信息系统）/ CiteScore Q2（信息系统）