Cover
Issue:2026 - Vol. 4 - Iss.2
Published:-
Articles:13 articles
Journal of Education Reform and Innovation
JOERAI
The journal aims to providing a platform for researchers, educators, scholars and scientists to publish original research results, exchange new ideas, and disseminate information on innovative designs and educational models. Especially, it is necessary to discuss how to improve the level of teaching technology guidance in order to develop a new model and method of educational skills in the information age. Applied research in education reform and innovation, reflecting the intention of research trends, exchanging t… More
2026 Vol.4 Iss.2 (13 articles)
Cover
202602cover
JOERAI 2026, 4(2), 0-0;
copyright
JOERAI 2026, 4(2), 0-0;
202602contents
JOERAI 2026, 4(2), 0-0;
Research Paper
Transforming Education Through Edge-AI: A Framework for Adaptive Learning and Digital Portfolios in Resource-Constrained Classrooms
Abstract: In resource-constrained educational settings, particularly in developing nations like Ghana, the integration of artificial intelligence (AI) for personalized learning is hindered by unreliable internet connectivity. This paper introduces a novel framework that leverages edge computing to deliver adaptive learning systems offline, addressing the digital divide. The proposed approach combines Bayesian Knowledge Tracing (BKT) on low-cost Raspberry Pi nodes ($55 base units) with multilingual support for Twi, Ewe, and G…
Keywords: Adaptive Learning; Edge Computing; Learning Portfolios; Educational Reform; Teacher Education; Competency-Based Assessment
JOERAI 2026, 4(2), 1-10;
https://doi.org/10.58244/joerai.263721
Research Paper
Application Scenario of AI-assisted Tools in Cross-cultural Adaptation of Russian-speaking International Students
Abstract: Under the background of the "Belt and Road" initiative, the number of international students from Central Asian and Russian-speaking countries admitted by vocational colleges in Xinjiang has continued to grow, but they face multiple challenges in the process of cross-cultural adaptation. Based on the theory of cross-cultural adaptation and the perspective of educational digital transformation, this study takes 156 international students from Central Asia in three vocational colleges in Xinjiang as research subjects…
Keywords: intelligent assistant platform; Central Asian international students; cross-cultural adaptation; scenario analysis; vocational colleges
JOERAI 2026, 4(2), 11-14;
https://doi.org/10.58244/joerai.263722
Research Paper
Construction of high-yield daptomycin engineering strains and process design for the topical gel formulation workshop
Abstract: In response to the industrial pain points of low yield of wild strains, high production costs, and single dosage form in clinical application in daptomycin industrial production, and to implement the goal of cultivating the ability to solve complex engineering problems in the undergraduate engineering education accreditation of the pharmaceutical engineering major, this study carried out research on the construction of high-yield daptomycin engineering strains and the process design of a 10 million-dose annual top…
Keywords: Daptomycin; Genetically engineered bacteria; Cumate-induced expression system; Topical gel; Pharmaceutical workshop design; Pharmaceutical engineering education
JOERAI 2026, 4(2), 15-23;
https://doi.org/10.58244/joerai.263723
Research Paper
Design and Implementation of the Bus Information Management System
Abstract: With the accelerated pace of urbanization, urban transportation has become increasingly complex, and residents have an increasingly urgent demand for convenient and efficient bus query services. This study aims to design and implement a bus information management system based on the Spring Boot framework to improve the convenience of obtaining bus travel information. The system adopts the B/S architecture, with the front-end building the user interface using HTML, CSS, JavaScript and the Vue.js framework to achieve…
Keywords: Spring Boot Framework; Vue.js; MyBatis; Bus Information Management; B/S Architecture
JOERAI 2026, 4(2), 24-32;
https://doi.org/10.58244/joerai.263724
Research Paper
Chinese License Plate Recognition Based on YOLO v8 Convolutional Neural Network
Abstract: In recent years, with the acceleration of urbanization and the continuous increase in the number of vehicles, license plate recognition technology has been widely applied in fields such as intelligent traffic management and security monitoring. However, traditional license plate recognition systems have certain limitations in recognition accuracy and real-time performance, such as false detection and slow recognition speed. To address these issues, an efficient and accurate Chinese license plate recognition system…
Keywords: License Plate Detection; License Plate Recognition; Convolutional Recurrent Neural Network; Model Training; YOLOv8
JOERAI 2026, 4(2), 33-43;
https://doi.org/10.58244/joerai.263725
Research Paper
AI-Driven Education Evaluation Reform: From Quantitative Assessment to Qualitative Empowerment
Abstract: As the "navigator" and "calibrator" of educational activities, education evaluation directly determines the direction of educational goals and the quality of talent training. For a long time, education evaluation in China has been dominated by quantitative assessment. Although it has achieved standardization and efficiency in evaluation, it is difficult to take into account the consideration of students' qualitative literacy such as higher-order thinking, essential character, and emotional attitude, falling into th…
Keywords: AI Technology; Education Evaluation Reform; Quantitative Assessment; Qualitative Empowerment; Core Literacy
JOERAI 2026, 4(2), 44-53;
https://doi.org/10.58244/joerai.263729
Research Paper
Research on the Current Status and Countermeasures of Sponge City Development in China
Abstract: With the rapid advancement of urbanization in China, urban water problems such as frequent waterlogging, water shortage, and water environmental pollution have become increasingly prominent. Sponge city construction has become the core path for urban water system governance and high-quality development of new urbanization. This paper adopts research methods including literature analysis, case study, GIS spatial analysis, and a combination of quantitative and qualitative analysis to systematically sort out the theor…
Keywords: Sponge City; Construction Status; Spatial Pattern; Stormwater Management; Optimization Path; Urban Water Governance
JOERAI 2026, 4(2), 54-62;
https://doi.org/10.58244/joerai.263730
Research Paper
Research and Implementation of Object Detection Methods Based on Faster R-CNN
Abstract: This paper focuses on the task of object detection, utilizing the VOC2007 dataset as the source for training and evaluation, and constructs and implements a Faster R-CNN-based object detection model. As a classic two-stage detector, Faster R-CNN exhibits strong generalization capability and stability. Following the complete object detection pipeline, this experiment sequentially accomplishes four parts: model training, performance evaluation, image inference, and visualization of detection results. During the train…
Keywords: Object detection; Faster R-CNN; Deep learning
JOERAI 2026, 4(2), 63-70;
https://doi.org/10.58244/joerai.263731
Review Paper
A Review of the Evolution and Challenges of the Collaborative Architecture of Edge Computing and Cloud Computing
Abstract: With the deep integration and large-scale application of Internet of Things (iot), 5G communication and artificial intelligence technologies, global data is experiencing explosive growth. The limitations of traditional centralized cloud computing architectures in terms of ultra-low latency service demands, massive bandwidth consumption and data privacy protection are becoming increasingly prominent. Edge computing, as an important extension of distributed systems, effectively compensates for the shortcomings of clo…
Keywords: Cloud-edge collaboration; distributed system; Calculate the offload; Data consistency
JOERAI 2026, 4(2), 71-77;
https://doi.org/10.58244/joerai.263732
Research Paper
Artificial intelligence will empower education in 2025: From auxiliary tools to collaborative partners
Abstract: 2025 marked a pivotal turning point of explosive growth and deep integration of artificial intelligence (AI) technology in the education sector. The role of AI in education is undergoing a systematic shift from traditional "standardized teaching assistance" to "personalized human-machine collaborative enhancement." This article examines the core advancements in AI-driven education during the year, focusing on four key areas: generative AI (GenAI), intelligent teaching agents, edge AI educational hardware, and educa…
Keywords: AI Education; Intelligent Teaching Agents; Generative AI; AI Governance in Education; Personalized Learning
JOERAI 2026, 4(2), 78-86;
https://doi.org/10.58244/joerai.263733
