Journal of Advances in Artificial Intelligence最新文献

Artificial Intelligence with Respect to Cyber Security 人工智能与网络安全

Journal of Advances in Artificial Intelligence Pub Date : 2023-01-01 DOI: 10.18178/jaai.2023.1.2.96-102

Syed Adnan Jawaid

{"title":"Artificial Intelligence with Respect to Cyber Security","authors":"Syed Adnan Jawaid","doi":"10.18178/jaai.2023.1.2.96-102","DOIUrl":"https://doi.org/10.18178/jaai.2023.1.2.96-102","url":null,"abstract":"Artificial Intelligence has transformed the cyber security industry by enabling organizations to systematize and enlarge outdated safety procedures. AI can provide more effective threat detection and response capabilities, enhance vulnerability management, and improve compliance and governance. AI technologies such as machine learning, natural language processing, behavioral analytics, and deep learning can enhance cyber security defenses and protect against a wide range of cyber threats, including malware, phishing attacks, and insider threats. Theoretical underpinnings of AI in cyber security, such as machine learning, natural language processing, behavioral analytics, and deep learning, are discussed. The advantages of using AI in cyber security are discussed including speed and accuracy, continuous learning and adaptation, and efficiency and scalability. It's important to note that AI is not a silver bullet for cyber security and should be used in conjunction with other security measures to provide a comprehensive defense strategy. AI has transformed the way cyber security operates in today's digital age. By analyzing vast amounts of data quickly and accurately it has become a valuable tool for organizations looking to protect their assets from cyber threats.","PeriodicalId":163795,"journal":{"name":"Journal of Advances in Artificial Intelligence","volume":"278 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135699467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Use of Domain Engineering in Hyperautomation Applied to Decision Making in Government 超自动化领域工程在政府决策中的应用

Journal of Advances in Artificial Intelligence Pub Date : 2023-01-01 DOI: 10.18178/jaai.2023.1.2.103-116

A. F. Pinheiro, F. B. Lima-Neto

{"title":"Use of Domain Engineering in Hyperautomation Applied to Decision Making in Government","authors":"A. F. Pinheiro, F. B. Lima-Neto","doi":"10.18178/jaai.2023.1.2.103-116","DOIUrl":"https://doi.org/10.18178/jaai.2023.1.2.103-116","url":null,"abstract":"This article presents the domain engineering process carried out to obtain the requirements for the implementation of an Artificial Intelligence (AI) compliance framework aimed at the public sector. Owing to the current competitive and fast economy, which generates huge demand for increasingly efficient, reliable, and transparent intelligent systems, decision-support architectures should also be developed under strong restrictions of cost and time. Such a context requires adequate structures, processes, and technologies for coping with the complexity of building such intelligent systems. Currently, many public organizations have adopted applications for process automation, with the aim of refraining from repetitive work and producing more efficient results. However, what is not so often observed is the development of intelligent engines to support complex public decision-making. Possible explanations are the plethora of available data sources and the number of legal norms to be abided by. Moreover, it is important to highlight the need to incorporate transparency, auditability, reusability, and flexibility into such systems. Thus, they can be safely utilized in various analogous situations, reducing the need to develop new applications from scratch. An architecture suitable for supporting public decision-making with so many features and increasingly unstructured data, as well as abundant regulation, needs well-crafted formal specifications. This article aims to analyze three existing frameworks and carry out domain engineering studies in three cases to produce some guidance for future public applications and services based on AI. Next, we provide a conceptual preliminary architectural definition for the public sector. The proposed architecture targets were identified in the three cases studied, namely, frequent tasks of process mining requirements, detection of anomalies, and extraction of rules and public policies for helping public servants. All these aim at expedient AI development for public decision-making.","PeriodicalId":163795,"journal":{"name":"Journal of Advances in Artificial Intelligence","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135700855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

AI and Blockchain: Towards Trustworthy and Secure Intelligent Systems 人工智能和区块链:走向可信赖和安全的智能系统

Journal of Advances in Artificial Intelligence Pub Date : 2023-01-01 DOI: 10.18178/jaai.2023.1.2.117-122

Sankalp Chenna

{"title":"AI and Blockchain: Towards Trustworthy and Secure Intelligent Systems","authors":"Sankalp Chenna","doi":"10.18178/jaai.2023.1.2.117-122","DOIUrl":"https://doi.org/10.18178/jaai.2023.1.2.117-122","url":null,"abstract":"AI and Blockchain are two of the most promising technologies of the 21st century. They both have the potential to revolutionize various industries and bring about significant changes in the way we live and work. However, for AI and Blockchain to reach their full potential, they must be implemented in a trustworthy and secure manner. This is where the combination of AI and Blockchain comes in. By using Blockchain technology to secure and validate the data used to train AI systems, we can ensure that these systems are trustworthy and reliable. Additionally, by using AI to secure and validate Blockchain transactions, we can ensure that these transactions are safe and secure. Together, AI and Blockchain have the potential to create intelligent systems that are both trustworthy and secure. The integration of AI and Blockchain can also enable new use cases such as decentralized autonomous organizations (DAOs) which can take decisions autonomously by using AI, and Smart contracts which can automatically execute the terms of a contract when certain conditions are met. This can bring about improvements in transparency, immutability, and accountability in various industries such as finance, healthcare, and supply chain management. However, the integration of AI and Blockchain also raises important ethical and legal considerations, such as privacy, bias, and accountability. Therefore, it is crucial to continue researching and developing best practices for the implementation of AI and Blockchain in order to ensure their responsible and effective use.","PeriodicalId":163795,"journal":{"name":"Journal of Advances in Artificial Intelligence","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135700852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Review of the Use of Machine Learning and Artificial Intelligence in Various Sectors 机器学习和人工智能在各个领域的应用综述

Journal of Advances in Artificial Intelligence Pub Date : 2023-01-01 DOI: 10.18178/jaai.2023.1.2.123-128

Mohd Naved

引用次数: 0

The Application of Artificial Intelligence for Construction Project Planning 人工智能在建设项目规划中的应用

Journal of Advances in Artificial Intelligence Pub Date : 2023-01-01 DOI: 10.18178/jaai.2023.1.2.67-95

Nwosu Obinnaya Chikezie Victor

{"title":"The Application of Artificial Intelligence for Construction Project Planning","authors":"Nwosu Obinnaya Chikezie Victor","doi":"10.18178/jaai.2023.1.2.67-95","DOIUrl":"https://doi.org/10.18178/jaai.2023.1.2.67-95","url":null,"abstract":"Any building project's success depends on its planning. Due to the complexity of the construction business and the many aspects to consider, including money, supplies, labor, and timelines, this process may be difficult. AI can speed up and improve planning. This study examines the use of AI for building project planning. The research starts by examining building project planning and its problems. Next, the article covers machine learning, natural language processing, and computer vision AI technologies for building project planning. This study examines AI in building project planning. AI might revolutionize construction by improving project efficiency, accuracy, and performance. The study discusses predictive analytics, machine learning, and natural language processing for building project planning. The difficulties and prospects of AI in building project planning are also examined. The study finishes by examining how AI might be used to improve construction project planning and management. The article assesses AI's potential in building project planning and advises practitioners on how to use it. The study article then examines AI-planned construction projects. These examples demonstrate how AI may speed up construction, reduce waste, and streamline projects. Finally, the article discusses the merits and downsides of utilizing AI to plan building projects and suggests further research. This study report shows how important AI is for planning construction projects and how these technologies can be used to improve the performance of construction projects.","PeriodicalId":163795,"journal":{"name":"Journal of Advances in Artificial Intelligence","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135699471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Exploring the Use of AI in Sustainable Sourcing: Insights into the Impact and Potential of Artificial Intelligence 探索人工智能在可持续采购中的应用:洞察人工智能的影响和潜力

Journal of Advances in Artificial Intelligence Pub Date : 1900-01-01 DOI: 10.18178/jaai.2023.1.1.20-44

引用次数: 0

The Intersection of Artificial Intelligence and Business: A Study of Impact and Implications 人工智能与商业的交叉:影响与启示研究

Journal of Advances in Artificial Intelligence Pub Date : 1900-01-01 DOI: 10.18178/jaai.2023.1.1.45-48

引用次数: 0

AI and Its Application on Human Health 人工智能及其在人体健康中的应用

Journal of Advances in Artificial Intelligence Pub Date : 1900-01-01 DOI: 10.18178/jaai.2023.1.1.57-66

引用次数: 0

An Active Structure‐Based Artificial General Intelligence 基于主动结构的人工通用智能

Journal of Advances in Artificial Intelligence Pub Date : 1900-01-01 DOI: 10.18178/jaai.2023.1.1.1-19

引用次数: 0