Journal of ICT Standardization最新文献_第2页

Fog Node Trust Evaluation Technology Combined with a Consensus Mechanism and its Application 基于共识机制的雾节点信任评估技术及其应用

Journal of ICT Standardization Pub Date : 2026-03-01 Epub Date: 2026-03-17 DOI: 10.13052/jicts2245-800X.1413

Guanglei Sheng;Qingtao Wu

{"title":"Fog Node Trust Evaluation Technology Combined with a Consensus Mechanism and its Application","authors":"Guanglei Sheng;Qingtao Wu","doi":"10.13052/jicts2245-800X.1413","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1413","url":null,"abstract":"To address the issue of node trustworthiness in fog computing networks, this study proposes a fog node trust evaluation technique that integrates consensus mechanisms. This paper adopts the innovative proof of interest algorithm (PoIA) consensus mechanism to achieve lightweight verification. The core methods include formulaic reputation evaluation algorithms to quantify node behavior and economic incentives, as well as deposit mechanisms to increase attack costs. Experimental studies have shown that this technology can still maintain 93.2% availability even under high malicious node rates. After applying this technology, the throughput of the fog computing network is 985TPS, the latency is reduced to 125 ms, and the energy consumption is reduced by 26.8%. The experiment confirmed that this technology significantly improves the accuracy of malicious behavior detection and resource allocation efficiency through the collaborative innovation of dynamic reputation evaluation and PoIA lightweight consensus, providing a reliable solution for large-scale fog computing deployment.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"14 1","pages":"69-100"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11440167","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147557532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enhancing Academic Writing Efficiency with ChatGPT: A Natural Language Processing Framework for Innovation, Opportunities, and Challenges 用ChatGPT提高学术写作效率：面向创新、机遇和挑战的自然语言处理框架

Journal of ICT Standardization Pub Date : 2025-12-29 DOI: 10.13052/jicts2245-800X.1341

Wencai Zhao

{"title":"Enhancing Academic Writing Efficiency with ChatGPT: A Natural Language Processing Framework for Innovation, Opportunities, and Challenges","authors":"Wencai Zhao","doi":"10.13052/jicts2245-800X.1341","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1341","url":null,"abstract":"The rapid development of artificial intelligence (AI) has opened up new avenues for improving the efficiency and quality of academic writing. This paper presents ChatGPT, an advanced model based on the GPT-4 (Generative Pre-trained Transformer 4) architecture. Traditional academic writing faces challenges such as time constraints, language barriers, and content creation difficulties. AI-driven natural language processing (NLP) tools can effectively alleviate these challenges. This paper employs a transformer-based machine learning framework, combining bidirectional encoder representation (BERT) with GPT-4 to improve the syntactic and semantic quality of generated text. Empirical analysis of academic writing samples shows that ChatGPT-assisted writing reduces grammatical errors in the evaluation samples by 2.00% and 1.92%, respectively. This research further explores the cognitive advantages of AI-assisted writing tools, proposing that AI can not only enhance the writing process but also has the potential to reshape traditional academic writing practices by improving innovation, efficiency, and academic productivity.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"13 4","pages":"359-382"},"PeriodicalIF":0.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11318147","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Data Analytics in the Internet of Things Era: Tools, Approaches, Challenges, and Solutions 物联网时代的数据分析：工具、方法、挑战和解决方案

Journal of ICT Standardization Pub Date : 2025-12-29 DOI: 10.13052/jicts2245-800X.1344

Yun Liu

引用次数: 0

Standardizing AI-Assisted English Writing: ChatGPT's Opportunities, Challenges, and Transformer-based Innovations for Scholarly Communication 标准化人工智能辅助英语写作：ChatGPT的机遇、挑战和基于变革的学术交流创新

Journal of ICT Standardization Pub Date : 2025-12-29 DOI: 10.13052/jicts2245-800X.1342

Jing He

{"title":"Standardizing AI-Assisted English Writing: ChatGPT's Opportunities, Challenges, and Transformer-based Innovations for Scholarly Communication","authors":"Jing He","doi":"10.13052/jicts2245-800X.1342","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1342","url":null,"abstract":"The rapid development of artificial intelligence, especially large language models (LLMs), is transforming English writing practices for both learners and researchers while creating new pathways for standardizing AI-assisted scholarly communication. This study examines how ChatGPT, built on GPT-4 and combined with BERT-based contextual analysis, can enhance writing efficiency, linguistic accuracy, and personalized learning. Using natural language processing, GPT-4 scoring models, and collaborative filtering, the system provides adaptive writing tasks and feedback, further optimized through reinforcement learning. Classroom results show notable improvements, with one student's writing score increasing from 5.00 to 7.25, highlighting ChatGPT's value in boosting writing ability and learning motivation. At the scholarly level, evaluation of manuscript samples demonstrates reductions in grammatical (~2.0%) and typographical (~1.9%) errors and a clearer argumentative structure. Opportunities such as improved accessibility and creativity coexist with challenges including transparency, ethical use, and reliance on AI. Overall, this work outlines the potential of transformer-based NLP to support standardized, scalable AI-assisted English writing across educational and academic communication ecosystems.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"13 4","pages":"383-404"},"PeriodicalIF":0.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11318146","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

CARE: A Cloud-Enhanced Augmented Reality Model for Immersive Education Opportunities and Challenges CARE：面向沉浸式教育机遇与挑战的云增强增强现实模型

Journal of ICT Standardization Pub Date : 2025-12-29 DOI: 10.13052/jicts2245-800X.1343

Zhongxia Liu

引用次数: 0

Access Denied: Ignorance of Web Accessibility Standards by Dutch Business 拒绝访问：荷兰企业对网页可访问性标准的无知

Journal of ICT Standardization Pub Date : 2025-12-29 DOI: 10.13052/jicts2245-800X.1345

Dante Göbbels;Robert M. van Wessel;Henk J. de Vries

{"title":"Access Denied: Ignorance of Web Accessibility Standards by Dutch Business","authors":"Dante Göbbels;Robert M. van Wessel;Henk J. de Vries","doi":"10.13052/jicts2245-800X.1345","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1345","url":null,"abstract":"The Web Content Accessibility Guidelines (WCAG) facilitate equal accessibility to websites for people with impairments. However, the adoption of this standard remains low, leaving much of the web inaccessible to millions of users with an impairment. This paper seeks to understand why this standard has had limited impact. As the European Accessibility Act required businesses to have accessible websites from June 2025 there is growing pressure to make improvements. Moving beyond the technical evaluations that dominated past research, this study looks through a standardisation lens at likely reasons for the private sectors' limited use of the web accessibility standard. We compare accessibility differences per industry quantitatively. We then go back to the literature and look at government practices to identify solutions for web accessibility barriers. This allows us to provide a new perspective on how web accessibility can be improved. Our findings identify two main obstacles: a lack of awareness of the WCAG standard, and difficulties in understanding and implementing it. Implementation is hindered by a shortage of developers with accessibility expertise, and by the absence of sanctions for non-compliance. To conclude, the new law first needs to tackle the barriers to web accessibility and introduce a reasonable risk on sanctions as impetus for change.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"13 4","pages":"449-484"},"PeriodicalIF":0.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11318150","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Harnessing Digital Technologies: Developing Effective Business Strategies for the Modern Marketplace 利用数字技术：为现代市场制定有效的商业战略

Journal of ICT Standardization Pub Date : 2025-09-01 DOI: 10.13052/jicts2245-800X.1335

Dedi Dedi;R. Andy Oetario Putro;Jarudin

{"title":"Harnessing Digital Technologies: Developing Effective Business Strategies for the Modern Marketplace","authors":"Dedi Dedi;R. Andy Oetario Putro;Jarudin","doi":"10.13052/jicts2245-800X.1335","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1335","url":null,"abstract":"In today's fast-paced and ever-evolving marketplace, the integration of digital technologies has become a critical driver of business success. This paper explores how businesses can harness digital tools and technologies to develop effective strategies that align with the demands of the modern marketplace. By examining the impact of digital transformation, the study addresses key challenges businesses face, such as technological adoption, customer engagement, and maintaining a competitive edge. Using a mixed-methods approach that combines qualitative interviews and quantitative surveys, this research investigates how businesses across sectors have successfully implemented digital strategies. The findings reveal that leveraging data-driven insights, embracing technological innovation, and fostering an agile organizational culture are essential for formulating sustainable business strategies. This study contributes to the growing body of knowledge on digital transformation by offering practical insights and strategic frameworks for business leaders and policymakers aiming to navigate the complexities of the digital age. The paper concludes with recommendations for future research, focusing on emerging technologies and their potential impact on business strategy development.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"13 3","pages":"327-358"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11302064","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145760852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Semantic-Web–Enhanced Hybrid Learning for Career Planning: Ontology-Driven Matching, Sequence Forecasting, and Closed-Loop Optimization 基于语义网络的职业规划混合学习：本体驱动匹配、序列预测和闭环优化

Journal of ICT Standardization Pub Date : 2025-09-01 DOI: 10.13052/jicts2245-800X.1334

Zhang Yanan

{"title":"Semantic-Web–Enhanced Hybrid Learning for Career Planning: Ontology-Driven Matching, Sequence Forecasting, and Closed-Loop Optimization","authors":"Zhang Yanan","doi":"10.13052/jicts2245-800X.1334","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1334","url":null,"abstract":"Conventional counselling workflows struggle with the scale and heterogeneity of labor-market data. This manuscript presents a semantic-web–enhanced hybrid learning framework for university career planning, embedding ontology-driven modelling and knowledge-graph representation into AI-based recommendation. The framework (i) constructs a domain ontology to organize skills, roles, and behavioral features, (ii) applies natural language processing to curate and semantically align heterogeneous resources, (iii) integrates a gradient-boosted decision tree for skill-to-role matching with a transformer-based sequence model for progression forecasting, and (iv) employs a closed-loop optimization that updates ontology weights and model parameters from longitudinal outcomes. An interpretable recommendation interface provides semantic rationales to support counsellor–student dialogue, while governance measures incorporate privacy-by-design and role-based access control. In deployment with 800 final-year students, the system improved first-round interview hit rate by 27% and six-month job satisfaction by 22% compared with a matched control cohort. Ablation confirms the complementary value of structured academic records and unstructured behavioral logs. Results indicate that ontology-driven hybrid learning enables scalable, explainable, and evidence-based career guidance.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"13 3","pages":"301-326"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11302059","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145760891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on the Standardization of AI-Driven Data Security Communication Protocols for Power Trading Networks 电力交易网络人工智能驱动数据安全通信协议标准化研究

Journal of ICT Standardization Pub Date : 2025-09-01 DOI: 10.13052/jicts2245-800X.1332

Mo Pingyan;Li Kai;Lu Yanqian;Wen You;Li Tao

{"title":"Research on the Standardization of AI-Driven Data Security Communication Protocols for Power Trading Networks","authors":"Mo Pingyan;Li Kai;Lu Yanqian;Wen You;Li Tao","doi":"10.13052/jicts2245-800X.1332","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1332","url":null,"abstract":"This paper addresses the core security issues faced by power trading networks, including threats from quantum computing, rigid static protocol configurations, and poor cross-domain heterogeneous communication compatibility. It also presents research on AI-driven standardized data security communication protocols. Unlike existing studies that mainly focus on single technological applications, this paper innovatively proposes an intelligent secure communication protocol framework that integrates deep reinforcement learning, post-quantum cryptography, knowledge graphs, and blockchain, achieving multi-technology collaborative optimization and standardized design across the protocol's lifecycle. Through a deep reinforcement learning agent, the framework senses network status in real-time and dynamically optimizes encryption algorithms and transmission parameters. It integrates MLWE-1024-based post-quantum cryptographic mechanisms and quantum key distribution technology to build forward-secure channels, uses graph neural networks to construct power entity knowledge graphs for high-precision anomaly detection, and incorporates a blockchain-driven trusted settlement mechanism to ensure transaction data integrity. In practical validation on a provincial power trading platform, this protocol outperformed traditional solutions in key metrics such as quantum security strength, protocol conversion delay, consensus convergence efficiency, and anomaly detection accuracy, demonstrating superior dynamic adaptability, attack resistance, and system compatibility. Furthermore, it proposes a phased standardization pathway covering architectural specifications, technical implementation, and evaluation certification, providing critical technical support and standardization foundations for building high-security, low-latency, and strongly interoperable power trading communication infrastructure.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"13 3","pages":"257-280"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11302063","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145760919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Migration Matters: The Shift from 5G to 6G 迁移问题：从5G到6G的转变

Journal of ICT Standardization Pub Date : 2025-09-01 DOI: 10.13052/jicts2245-800X.1333

Congchi Zhang;Mingzeng Dai;Apostolis K. Salkintzis;Dimitrios Dimopoulos;Haiming Wang;Yin Xu

引用次数: 0