Current Issue
All articles published in this issue have undergone a thorough peer review process, and stringent checks for repetition rates have been implemented to ensure the integrity of the content.
Total number of articles in this issue: 7
Total number of pages in this issue: 49
For inquiries regarding the content of specific articles, please feel free to contact the respective authors via their provided email addresses. For questions related to the journal itself, please reach out directly to SUAS Press.
Year
2025
Volume
3
Number
3
Status
Archived
Published
2025 May 15
Articles
Real Time Sales Forecasting in Omnichannel Retail Using a Hadoop Based Hybrid CNN–LSTM Deep Learning Framework
Huanyu Liu;Tian Qi.In an omnichannel retail environment, accurate real time sales forecasts are critical for inventory optimisation and dynamic pricing. This study proposes a Hadoop based hybrid CNN–LSTM deep learning f...
AI Driven Digital Transformation in the Architecture Industry with Technical Implementation and Business Process Optimization Review
Lin Yang.There is a big digital revolution emerging in architecture, driven by ML (Machine Learning) and AI (Artificial Intelligence). These technologies have brought the design–construction–building lifecycle...
Design of Persona-Based Interactive Interfaces and Their Impact on Human Self-Perception
Xinzhu Li.Grounded in the frameworks of affective computing and large-language-model technology, this paper systematically sorts out the conceptual evolution and core techniques of persona-based interactive int...
Exploring the Risk Mechanisms and Preventive Countermeasures of College Students' Ideological Education Innovation in the Age of Artificial Intelligence
Wanxiang Zhang.At present, artificial intelligence technology provides an important breakthrough for the innovation and development of China's education field, and the emerging various types of artificial intelligen...
Copyright © 2025 The Author(s). Published by Southern United Academy of Sciences.This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.















