Work

Adaptive Edge Computing for Multimodal Student Data Fusion: An Explainable AI-Driven Framework for University Management Systems

Year: 2025

Type: article

Abstract: In this paper, Adaptive Edge Computing (AEC) and Explainable Artificial Intelligence (XAI) are integrated in university management systems to process students' multisensory data in real-time and to explain the decision-making process.The framework postulated in this research seeks to employ edge computing to facilitate data processing near the edge of the network, in a timely manner and with minimal reference to the traditional cloud computing platform, in an effort to enhance the swift efficiency of decision making.This way, through the help of XAI methods, those

Source: ZKG International

DOI: 10.63386/618605

Authors: Yiqi Yin, Xi Chen, Xiaoyu Wen

Institutions: Shaanxi Normal University, Xi'an Traffic Engineering Institute

Language: English

Topic: IoT and Edge/Fog Computing

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: bronze

OpenAlex ID: W4411306437