期刊名：Information

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

本期为您精选Information期刊的前沿研究，内容涵盖无人机自组网、多模态语言学习、加密货币预测、智能制造与机器人视觉等。Information编辑部希望与读者分享人工智能与信息工程交叉领域的最新进展，为相关领域学者提供新的思路和参考，欢迎阅读。

1. Relay Node Selection Methods for UAV Navigation Route Constructions in Wireless Multi-Hop Network Using Smart Meter Devices

基于智能仪表设备的无人机无线多跳网络导航路线构建中继节点选择方法

https://doi.org/10.3390/info16010022

Ohkawa, S.; Ueda, K.; Miyoshi, T.; Yamazaki, T.; Yamamoto, R.; Funabiki, N. Relay Node Selection Methods for UAV Navigation Route Constructions in Wireless Multi-Hop Network Using Smart Meter Devices. Information 2025, 16, 22. https://doi.org/10.3390/info16010022

2. Title: Leveraging AI-Generated Virtual Speakers to Enhance Multilingual E-Learning Experiences

标题：利用人工智能生成的虚拟演讲者增强多语言电子学习体验

https://doi.org/10.3390/info16020132

Miranda, S.; Vegliante, R. Leveraging AI-Generated Virtual Speakers to Enhance Multilingual E-Learning Experiences. Information 2025, 16, 132. https://doi.org/10.3390/info16020132

3. Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics

推荐可行策略：一种整合分析框架与决策启发式的语义方法

https://doi.org/10.3390/info16030192

Ghisellini, R.; Pareschi, R.; Pedroni, M.; Raggi, G.B. Recommending Actionable Strategies: A Semantic Approach to Integrating Analytical Frameworks with Decision Heuristics. Information 2025, 16, 192. https://doi.org/10.3390/info16030192

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

使用机器学习模型的高频加密货币价格预测：对照研究

https://doi.org/10.3390/info16040300

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

5. Electric Bus Scheduling Problem with Time Windows and Stochastic Travel Times

具有时间窗和随机行程时间的电动公交车调度问题

https://doi.org/10.3390/info16050376

MDPI引用格式：Kost, V.; Merakou, M.; Gkiotsalitis, K. Electric Bus Scheduling Problem with Time Windows and Stochastic Travel Times. Information 2025, 16, 376. https://doi.org/10.3390/info16050376

6. Integrating Large Language Models into Accessible and Inclusive Education: Access Democratization and Individualized Learning Enhancement Supported by Generative Artificial Intelligence

将大型语言模型整合到无障碍和全纳教育中：生成式人工智能支持的访问民主化和个性化学习增强

https://doi.org/10.3390/info16060473

Lopez-Gazpio, I. Integrating Large Language Models into Accessible and Inclusive Education: Access Democratization and Individualized Learning Enhancement Supported by Generative Artificial Intelligence. Information 2025, 16, 473. https://doi.org/10.3390/info16060473

7. Development of a UR5 Cobot Vision System with MLP Neural Network for Object Classification and Sorting

基于MLP神经网络的UR5协同机器人视觉系统的研究

https://doi.org/10.3390/info16070550

Kluziak, S.; Kohut, P. Development of a UR5 Cobot Vision System with MLP Neural Network for Object Classification and Sorting. Information 2025, 16, 550. https://doi.org/10.3390/info16070550

8. Adaptive Multi-Hop P2P Video Communication: A Super Node-Based Architecture for Conversation-Aware Streaming

自适应多跳点对点视频通信：基于超级节点的会话感知流架构

https://doi.org/10.3390/info16080643

Chen, J.; Fujita, S. Adaptive Multi-Hop P2P Video Communication: A Super Node-Based Architecture for Conversation-Aware Streaming. Information 2025, 16, 643. https://doi.org/10.3390/info16080643

9. Integrating AI and IoT for Predictive Maintenance in Industry 4.0 Manufacturing Environments: A Practical Approach

集成人工智能和物联网在工业4.0制造环境中的预测性维护：一种实用方法

https://www.mdpi.com/2078-2489/16/9/737

Rakholia, R.; Suárez-Cetrulo, A.L.; Singh, M.; Carbajo, R.S. Integrating AI and IoT for Predictive Maintenance in Industry 4.0 Manufacturing Environments: A Practical Approach. Information 2025, 16, 737. https://doi.org/10.3390/info16090737

10. CLARE: Context-Aware, Interactive Knowledge Graph Construction from Transcripts

CLARE：基于文本的上下文感知、交互式知识图谱构建

https://www.mdpi.com/2078-2489/16/10/866

Henry, R.; Gong, J. CLARE: Context-Aware, Interactive Knowledge Graph Construction from Transcripts. Information 2025, 16, 866. https://doi.org/10.3390/info16100866

11. Architecture Building Blocks for Data Governance in Data Spaces

数据空间中数据治理的体系结构构建块

https://doi.org/10.3390/info16110927

Zorrilla, M.; Yebenes, J. Architecture Building Blocks for Data Governance in Data Spaces. Information 2025, 16, 927. https://doi.org/10.3390/info16110927

12. A Machine Learning Framework for Harvesting and Harmonizing Cultural and Touristic Data

收集和协调文化和旅游数据的机器学习框架

https://www.mdpi.com/2078-2489/16/12/1038

Deligiannis, K.; Tryfonopoulos, C.; Raftopoulou, P.; Vassilakis, C.; Kaffes, V.; Skiadopoulos, S. A Machine Learning Framework for Harvesting and Harmonizing Cultural and Touristic Data. Information 2025, 16, 1038. https://doi.org/10.3390/info16121038