Relevant bibliographies by topics / Ethics of artificial intelligence

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Ethics of artificial intelligence'

Author: Grafiati
Published: 4 June 2021
Last updated: 25 July 2025

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Journal articles on the topic "Ethics of artificial intelligence"

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Siau, Keng, and Weiyu Wang. "Artificial Intelligence (AI) Ethics." Journal of Database Management 31, no. 2 (2020): 74–87. http://dx.doi.org/10.4018/jdm.2020040105.

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Artificial intelligence (AI)-based technology has achieved many great things, such as facial recognition, medical diagnosis, and self-driving cars. AI promises enormous benefits for economic growth, social development, as well as human well-being and safety improvement. However, the low-level of explainability, data biases, data security, data privacy, and ethical problems of AI-based technology pose significant risks for users, developers, humanity, and societies. As AI advances, one critical issue is how to address the ethical and moral challenges associated with AI. Even though the concept
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Peter Smith, Peter Smith, and Laura Smith Peter Smith. "Artificial Intelligence (AI) and Ethics." International Journal of Computer Auditing 6, no. 1 (2024): 069–76. https://doi.org/10.53106/256299802024120601006.

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<p>AI is everywhere around us and affecting our lives in many ways, some of which we may not even be aware of. This paper discusses the advantages and disadvantages of AI and its impact upon society. The authors, Peter, and Laura are both disabled which means that, inevitably, they view AI and the ethical issues which it brings, through the lens of disabled people. However, they try as much as they can to discuss the ethical issues around AI in an unbiased manner. This commentary starts by introducing the concept of AI, the authors and their disabilities, the meanings of ethics and goes
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A, Zapata Flórez. "Cognitive Priority over Ethical Priority in Artificial Intelligence: The Primordial Philosophical Analysis in Artificial Intelligence." Philosophy International Journal 5, no. 4 (2022): 1–10. http://dx.doi.org/10.23880/phij-16000269.

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The general idea that we have of artificial intelligence (AI) consists of the belief that machines will be able to develop conscious thoughts such as those possessed by human beings, and, as computing advances, such thinking will also advance until intelligence to surpass the human being, with which the advancement of AI represents ethical risks in the future. In reality, such a belief hides a cognitive assumption, which assumes that computational engineering explains human intelligence through the mind-computer metaphor. According to this assumption, technology explains cognition, and philoso
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R, Rishikesh. "Role of Ethics in Artificial Intelligence." International Journal of Trend in Scientific Research and Development Volume-2, Issue-5 (2018): 1627–33. http://dx.doi.org/10.31142/ijtsrd17135.

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Li, Li Yan Zhao. "An ethical examination of artificial intelligence." International Theory and Practice in Humanities and Social Sciences 2, no. 1 (2025): 201–14. https://doi.org/10.70693/itphss.v2i1.70.

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Purpose: This study attempts to discuss the ethical issues brought about by the rapid development of artificial intelligence and propose countermeasures, in an attempt to provide a theoretical reference for the governance of artificial intelligence ethical issues and the establishment of an artificial intelligence regulatory framework. Approach/Methodology/Design: A literature review was conducted using a structured search of various literature sources, including academic, organisational, government grey literature sources and news reports, with primary consideration given to literature publis
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K. K, Pragya. "Ethics of Artificial Intelligence(AI)." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 08, no. 05 (2024): 1–5. http://dx.doi.org/10.55041/ijsrem33762.

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In today's research and development, artificial intelligence (AI) ethics are a complex and urgent issue. Concerns about artificial intelligence (AI) systems' possible effects on people, communities, and the larger global environment are raised as these systems are incorporated into more and more facets of society. This study examines the ethical implications of artificial intelligence (AI), looking at topics including privacy, fairness, accountability, transparency, and the possibility of prejudice and discrimination in AI algorithms and decision-making processes. The study endeavours to contr
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Mohadi, Mawloud, and Yasser Tarshany. "Maqasid Al-Shari’ah and the Ethics of Artificial Intelligence." Journal of Contemporary Maqasid Studies 2, no. 2 (2023): 79–102. http://dx.doi.org/10.52100/jcms.v2i2.107.

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Technological advancements in the twenty-first century, invigorated by the exponential growth of artificial intelligence (AI) technology, have ushered in a new era that provides many of us with amenities and comforts that were hitherto unattainable. But behind this progressive rhetoric of neo-liberalism, capitalism, and post modernism, artificial Intelligence development has also sparked an increasingly ambiguous ethical future, especially at the level of privacy, manipulations and others. This article provides a
 concise analysis of the concept of Maqasid al-Shari’ah and its relevance to
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Tasioulas, John. "Artificial Intelligence, Humanistic Ethics." Daedalus 151, no. 2 (2022): 232–43. http://dx.doi.org/10.1162/daed_a_01912.

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Abstract Ethics is concerned with what it is to live a flourishing life and what it is we morally owe to others. The optimizing mindset prevalent among computer scientists and economists, among other powerful actors, has led to an approach focused on maximizing the fulfilment of human preferences, an approach that has acquired considerable influence in the ethics of AI. But this preference-based utilitarianism is open to serious objections. This essay sketches an alternative, “humanistic” ethics for AI that is sensitive to aspects of human engagement with the ethical often missed by the domina
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Ruban, D. A. "Analytical Review of Conjugation of the Ethical Bases of Artificial Intelligence Implementation and Ecologization in Corporate Governance." Journal of Applied Economic Research 21, no. 2 (2022): 390–418. http://dx.doi.org/10.15826/vestnik.2022.21.2.014.

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In contemporary corporations, managers have to embrace artificial intelligence and to focus on ecologization processes. Modern researchers pay significant attention to various aspects of corporate ethics, including those linked to the two noted challenges (AI ethics and eco-ethics). However, in most cases they are considered separately, whereas the relative behavior norms are actually connected. A new phenomenon can be labeled as AI-eco-ethics. The objective of the present investigation is the analytical reviewing of the conjugation of the ethical basis of artificial intelligence implementatio
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Won, Ho-Jun, and Chul-Hyun Lee. "How Gamification-Based Artificial Intelligence Educational Programs Affect Ethical Awareness of Artificial Intelligence among Elementary School Students." Institute for Education and Research Gyeongin National University of Education 43, no. 4 (2023): 29–40. http://dx.doi.org/10.25020/je.2023.43.4.29.

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This study investigated the effects of a gamification-based education program centered on Artificial Intelligence (AI) ethical standards on elementary school students’ ethical awareness of AI. Therefore, a 16-session AI ethics educational program was developed based on the ADDIE model according to previous studies on AI ethics education and “human-centered AI ethical standards.” To verify the program’s effectiveness, the program extracted from the “AI ethics (Elementary School) Learning with AI Principles” (Gyeonggi Provincial Office of Education, 2022) was applied to compare between groups an
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Dissertations / Theses on the topic "Ethics of artificial intelligence"

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Piloidis, Loukas. "Ethics in Artificial Intelligence : How Relativism is Still Relevant." Thesis, Södertörns högskola, Medie- och kommunikationsvetenskap, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:sh:diva-41760.

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This essay tries to demarcate and analyse Artificial Intelligence ethics. Going away from the traditional distinction in normative, meta, and applied ethics, a different split is executed, inspired by the three most prominent schools of thought: deontology, consequentialism, and Aristotelian virtue ethics. The reason behind this alternative approach is to connect all three schools back to ancient Greek philosophy. Having proven that the majority of arguments derive from some ancient Greek scholars (Socrates, Plato, Aristotle), a new voice is initiated into the discussion, Protagoras the Sophis
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Vaseigaran, Ajanth, and Gobi Sripathy. "Artificial Intelligence in Healthcare." Thesis, KTH, Industriell ekonomi och organisation (Inst.), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-296643.

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Healthcare systems play a critical role in ensuring people's health. Establishing accurate diagnoses is a vital element of this process. As sources highlight misdiagnoses and missed diagnoses as a common issue, a solution must be sought. Diagnostic errors are common in the emergency departments, which has been recognized as a stressful work environment. Today's industries are forced to deal with rapidly changing technological advances that result in reshaped systems, products, and services. Artificial Intelligence (AI) is one of such technologies that can work as a solution to diagnosis issues
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Alaieri, Fahad. "Ethics in Social Autonomous Robots: Decision-Making, Transparency, and Trust." Thesis, Université d'Ottawa / University of Ottawa, 2018. http://hdl.handle.net/10393/37941.

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Autonomous decision-making machines – ranging from autonomous vehicles to chatbots – are already able to make decisions that have ethical consequences. If these machines are eventually deployed on a large scale, members of society will have to be able to trust the decisions that are made by these machines. For these machines to be trustworthy, their decisions must be overseen by socially accepted ethical principles; moreover, these principles and their role in machine decision-making must be transparent and explainable: it must be possible to explain why machine decisions are made and such exp
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Samore', Erika <1997&gt. "Ethical implications of Artificial intelligence: cases from Italy." Master's Degree Thesis, Università Ca' Foscari Venezia, 2021. http://hdl.handle.net/10579/19784.

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Despite public belief, Artificial intelligence technologies are frequently embedded in software and applications. On one hand, they facilitate aspects of the daily life, for example, by using instant translation tools it is possible to communicate with everyone regardless of language barriers, or it is easier to search for a movie on Netflix because they are rearranged based on individual taste through a recommender system. On the other hand, the rise of AI tools is increasing discrimination and hence inequality and people are not even aware of such problems. For instance, fitting candidates f
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Karnouskos, Stamatis. "The Interplay of Law, Robots and Society,in an Artificial Intelligence Era." Thesis, Umeå universitet, Juridiska institutionen, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-150599.

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The rapid advances in Artificial Intelligence (AI) and Robotics will have a profound impacton the society and its laws. Robots, humanoid / anthropomorphic or not, e.g., selfdrivingcars, will have physical presence, take autonomous decisions and interact with allstakeholders in the society. While already some AI robots are available, e.g., self-driving cars,their intelligence is expected to skyrocket in the next decades, and many prominent scientistspredict that they will reach (and potentially surpass) human intelligence. The symbiosiswith robots, may lead to a civilizational change with far r
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Xu, Guo Dong. "Thoughts on Design Ethics Applied to Kitchen Management System in the Information and Digitization Age." University of Cincinnati / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1523633653648084.

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Hugosson, Beatrice, Donna Dinh, and Gabriella Esmerson. "Why you should care: Ethical AI principles in a business setting : A study investigating the relevancy of the Ethical framework for AI in the context of the IT and telecom industry in Sweden." Thesis, Internationella Handelshögskolan, Högskolan i Jönköping, IHH, Företagsekonomi, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-44236.

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Background: The development of artificial intelligence (AI) is ever increasing, especially in the telecom and IT industry due to its great potential competitive advantage. However, AI is implemented at a fast phase in society with insufficient consideration for the ethical implications. Luckily, different initiatives and organizations are now launching ethical principles to prevent possible negative effects stemming from AI usage. One example is the Ethical Framework for AI by Floridi et al., (2018) who established five ethical principles for sustainable AI with inspiration from bioethics. Mor
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Haidar, Ahmad. "Responsible Artificial Intelligence : Designing Frameworks for Ethical, Sustainable, and Risk-Aware Practices." Electronic Thesis or Diss., université Paris-Saclay, 2024. https://www.biblio.univ-evry.fr/theses/2024/interne/2024UPASI008.pdf.

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L'intelligence artificielle (IA) transforme rapidement le monde, redéfinissant les relations entre technologie et société. Cette thèse explore le besoin essentiel de développer, de gouverner et d'utiliser l'IA et l'IA générative (IAG) de manière responsable et durable. Elle traite des risques éthiques, des lacunes réglementaires et des défis associés aux systèmes d'IA, tout en proposant des cadres concrets pour promouvoir une Intelligence Artificielle Responsable (IAR) et une Innovation Numérique Responsable (INR).La thèse commence par une analyse approfondie de 27 déclarations éthiques mondia
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Evans, Katherine. "The Implementation of Ethical Decision Procedures in Autonomous Systems : the Case of the Autonomous Vehicle." Thesis, Sorbonne université, 2021. http://www.theses.fr/2021SORUL003.

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Les problèmes éthiques liés à l’arrivée de formes d’intelligence artificielles différentes a sollicité beaucoup d’attention aussi bien académique que publique. Cependant, ces inquiétudes se concentrent sur un problème particulier : comment assurer que les décisions prises par les agents artificiels comme des voitures autonomes ne nuisent pas aux êtres humains présents dans leur environnement ? Cette question a incité la création de ceux qui sont communément appelés les agents moraux artificiels dans la littérature, la prise de décision desquels est contrainte par une moralité artificielle : un
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Dinis, Filipa Alexandra dos Santos Pereira. "Principais dilemas éticos das novas tecnologias de informação : survey teórico exploratório." Master's thesis, Instituto Superior de Economia e Gestão, 2019. http://hdl.handle.net/10400.5/19318.

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Mestrado em Gestão de Recursos Humanos<br>Com o evoluir dos tempos temos assistido a um desenvolvimento tecnológico histórico, cujo avanço propicia a abertura de vários caminhos, a partilha de informação à velocidade da luz, bem como a formação e transformação de novos conceitos. O ritmo célere do progresso tecnológico e científico que se tem feito sentir oferece oportunidades para o futuro, ao mesmo tempo que nos confronta com novas questões e dilemas éticos. O objetivo deste estudo é identificar os dilemas éticos que existem nas novas tecnologias de informação. Para tal foi realizada uma an
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Books on the topic "Ethics of artificial intelligence"

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Stahl, Bernd Carsten, Doris Schroeder, and Rowena Rodrigues. Ethics of Artificial Intelligence. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-17040-9.

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Marino, Domenico, Daniele Cananzi, and Filippo Aragona. Ethics and Artificial Intelligence. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-50902-5.

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Lara, Francisco, and Jan Deckers, eds. Ethics of Artificial Intelligence. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-48135-2.

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Hampton, Andrew J., and Jeanine A. DeFalco. The Frontlines of Artificial Intelligence Ethics. Routledge, 2022. http://dx.doi.org/10.4324/9781003030928.

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Floridi, Luciano, ed. Ethics, Governance, and Policies in Artificial Intelligence. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-81907-1.

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Holmes, Wayne, and Kaśka Porayska-Pomsta. The Ethics of Artificial Intelligence in Education. Routledge, 2022. http://dx.doi.org/10.4324/9780429329067.

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Boddington, Paula. Towards a Code of Ethics for Artificial Intelligence. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-60648-4.

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Roy, Kaushik. Artificial Intelligence, Ethics and the Future of Warfare. Routledge India, 2024. http://dx.doi.org/10.4324/9781003421849.

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Farmanbar, Mina, Maria Tzamtzi, Ajit Kumar Verma, and Antorweep Chakravorty, eds. Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications. Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-99-9836-4.

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Mukherjee, Animesh, Juhi Kulshrestha, Abhijnan Chakraborty, and Srijan Kumar, eds. Ethics in Artificial Intelligence: Bias, Fairness and Beyond. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-99-7184-8.

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Book chapters on the topic "Ethics of artificial intelligence"

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Lenzini, Gabriele. "Artificial Intelligence Ethics." In The Routledge Handbook of Artificial Intelligence and International Relations. Routledge, 2025. https://doi.org/10.4324/9781003518495-36.

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Gunkel, David J. "Artificial Intelligence." In The Handbook of Communication Ethics, 2nd ed. Routledge, 2024. http://dx.doi.org/10.4324/9781003274506-22.

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Manjikian, Mary. "Ethics of Artificial Intelligence." In Cybersecurity Ethics, 2nd ed. Routledge, 2022. http://dx.doi.org/10.4324/9781003248828-10.

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Hooker, John. "Ethics of Artificial Intelligence." In Taking Ethics Seriously. Productivity Press, 2018. http://dx.doi.org/10.4324/9781315097961-14.

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Nyholm, Sven. "Artificial Intelligence, Ethics of." In Encyclopedia of the Philosophy of Law and Social Philosophy. Springer Netherlands, 2022. http://dx.doi.org/10.1007/978-94-007-6730-0_1093-1.

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Nyholm, Sven. "Artificial Intelligence, Ethics of." In Encyclopedia of the Philosophy of Law and Social Philosophy. Springer Netherlands, 2023. http://dx.doi.org/10.1007/978-94-007-6519-1_1093.

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Ryan, Mark. "Ethics and Artificial Intelligence." In Encyclopedia of Business and Professional Ethics. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-030-22767-8_1261.

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Patel, Meghna B., Ronak B. Patel, Satyen M. Parikh, and Jigna Prajapati. "Artificial Intelligence and Ethics." In Ethical Issues in AI for Bioinformatics and Chemoinformatics. CRC Press, 2023. http://dx.doi.org/10.1201/9781003353751-1.

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Meyers, Arlen, Doreen Rosenstrauch, Utpal Mangla, Atul Gupta, and Costansia Taikwa Masau. "Artificial Intelligence and Ethics." In Health Informatics. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-33902-8_16.

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Vincenzo Giarmoleo, Francesco, Marta Rocchi, and Ignacio Ferrero. "Ethics of Artificial Intelligence." In Disruptive Digitalisation and Platforms. Routledge, 2024. http://dx.doi.org/10.4324/9781032617190-6.

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Conference papers on the topic "Ethics of artificial intelligence"

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Koval, Ekaterina, Natalya Zhadunova, and Marina Martynova. "Artificial Intelligence Ethics: Anthropocentric Approach." In 2025 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT). IEEE, 2025. https://doi.org/10.1109/usbereit65494.2025.11054203.

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Xu, Xinying. "Research on Algorithmic Ethics in Artificial Intelligence." In 2024 6th International Conference on Internet of Things, Automation and Artificial Intelligence (IoTAAI). IEEE, 2024. http://dx.doi.org/10.1109/iotaai62601.2024.10692746.

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Tural, Büşra, Zeynep Örpek, and Zeynep Destan. "Ethics in the Age of Artificial Intelligence." In 2025 3rd Cognitive Models and Artificial Intelligence Conference (AICCONF). IEEE, 2025. https://doi.org/10.1109/aicconf64766.2025.11064304.

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Stacchio, Lorenzo, Roberto Pierdicca, Marina Paolanti, et al. "XRAI-Ethics: Towards a Robust Ethical Analysis Framework for Extended Artificial Intelligence." In 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct). IEEE, 2024. https://doi.org/10.1109/ismar-adjunct64951.2024.00052.

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Falvo, Fedra Rosita, and Mario Cannataro. "Ethics of Artificial Intelligence: challenges, opportunities and future prospects." In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2024. https://doi.org/10.1109/bibm62325.2024.10822112.

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Rauch, Christopher B., Matthew Molineaux, Mallika Mainali, Anik Sen, Michael W. Floyd, and Rosina O. Weber. "Role-Based Ethics for Decision-Maker Alignment." In 2025 IEEE Conference on Artificial Intelligence (CAI). IEEE, 2025. https://doi.org/10.1109/cai64502.2025.00209.

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Abokhoza, Reneh, Khawlah M. Al-Tkhayneh, Reema Al Qaruty, Samer Abdel Hadi, and Ziyad Kamel Ellala. "The Ethics of Applying Artificial Intelligence (AI) for Communication Governance." In 2024 International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS). IEEE, 2024. https://doi.org/10.1109/iccns62192.2024.10776312.

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Al Azri, Kawther Zahir, Raja Tumati, and Shahd Saud Al Tarshi. "Impact of Artificial Intelligence on Student Learning in Oman." In 2025 International Conference for Artificial Intelligence, Applications, Innovation and Ethics (AI2E). IEEE, 2025. https://doi.org/10.1109/ai2e64943.2025.10983758.

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Zerhouni, Jaouad, Mohamed Hosni, and Ibtissam Medarhri. "Artificial Intelligence in Hydrogen Energy: A Comprehensive Bibliometric Analysis." In 2025 International Conference for Artificial Intelligence, Applications, Innovation and Ethics (AI2E). IEEE, 2025. https://doi.org/10.1109/ai2e64943.2025.10982927.

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Yajima, Jun, Satoko Shiga, Kyoko Ohashi, Masaru Ide, Hiroshi Tanaka, and Sachiko Onodera. "Toward a Trustworthy Artificial Intelligence System Considering Security, Ethics, and Quality." In 2024 IEEE 29th Pacific Rim International Symposium on Dependable Computing (PRDC). IEEE, 2024. https://doi.org/10.1109/prdc63035.2024.00017.

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Reports on the topic "Ethics of artificial intelligence"

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Brione, Patrick, and Devyani Gajjar. Artificial intelligence: ethics, governance and regulation. Parliamentary Office of Science and Technology, 2024. http://dx.doi.org/10.58248/hs51.

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Baker, James E. Ethics and Artificial Intelligence: A Policymaker's Introduction. Center for Security and Emerging Technology, 2021. http://dx.doi.org/10.51593/20190022.

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The law plays a vital role in how artificial intelligence can be developed and used in ethical ways. But the law is not enough when it contains gaps due to lack of a federal nexus, interest, or the political will to legislate. And law may be too much if it imposes regulatory rigidity and burdens when flexibility and innovation are required. Sound ethical codes and principles concerning AI can help fill legal gaps. In this paper, CSET Distinguished Fellow James E. Baker offers a primer on the limits and promise of three mechanisms to help shape a regulatory regime that maximizes the benefits of
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Preece, Rhodri. Ethics and Artificial Intelligence in Investment Management: A Framework for Professionals. CFA Institute, 2022. http://dx.doi.org/10.56227/22.1.15.

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Increasing use of AI in investment management poses new ethical challenges for firms and professionals. This paper examines good ethical practices for the design, development, and deployment of AI in investment processes.
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Langlois, Lyse, Marc-Antoine Dilhac, Jim Dratwa, et al. Ethics at the heart of AI. Observatoire international sur les impacts sociétaux de l’intelligence artificielle et du numérique, 2023. http://dx.doi.org/10.61737/wfym6890.

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This document is the result of a collaborative effort involving specialists in ethics, philosophy, computer science and economics. Its goal is to detail and clarify the role ethics should play in the age of Artificial Intelligence (AI) by highlighting how this notion can be applied and implemented effectively and successfully. It advocates for an ethic focused on reflexivity and dialogue, and it concerns all those involved in the development of AI, whether directly or indirectly. The document also highlights the practical methodological approach used to construct the Montreal Declaration, and
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Stevens, Ian, Danielle Pacia, Jean-Christophe Bélisle-Pipon, Jillian A. Parker, Trey Ideker, and Vardit Ravitsky. The Ethics of Research at the Intersection of Functional Genomics and Artificial Intelligence. The Hastings Center, 2025. https://doi.org/10.63293/7h54rb.k.sj9vyj/ytvp3306.

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Ntem, Brian. Artificial Intelligence and Societal Ethical Concerns. Iowa State University, 2023. http://dx.doi.org/10.31274/cc-20240624-242.

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Vilalta, Ricardo. A Gentle Introduction to Artificial Intelligence. Instats Inc., 2023. http://dx.doi.org/10.61700/ws1767apt7i86469.

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This workshop offers a comprehensive overview of AI, hands-on applications, and its relevance in academic research, with discussions on ethical considerations and future trends in AI. The workshop is designed for PhD students, professors, and professional researchers. An official Instats certificate of completion and 2 ECTS equivalent points are provided at the conclusion.
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Pasupuleti, Murali Krishna. AI-Driven Marketing Innovations: Personalization and Ethics in the Digital Era. National Education Services, 2025. https://doi.org/10.62311/nesx/rr625.

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Abstract: This article explores the transformative impact of artificial intelligence (AI) on digital marketing, focusing on strategies for delivering personalized content and ensuring ethical advertising. By leveraging AI, marketers can now analyze consumer behavior with precision, enabling targeted content, automated ad placement, and real-time adjustments that enhance user engagement and conversions. The Article examines foundational AI techniques, such as recommendation engines, predictive analytics, and natural language processing, which drive personalization at scale. Additionally, it add
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Moskicheva, Elena. Integration of Artificial Intelligence in Industrial Design: From Generative Models to Intelligent Automation. Intellectual Archive, 2025. https://doi.org/10.32370/iaj.3263.

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This article examines the role of artificial intelligence in transforming industrial design processes. Special attention is given to generative design, the use of AI in CAD environments, and the concept of digital twins. Practical examples of intelligent systems applied in product development are provided, demonstrating increased efficiency, reduced timeframes, and improved quality of design solutions. The paper also discusses future prospects for AI integration and the associated ethical challenges.
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Kim, Kyungmee, and Boulanin Vincent. Artificial Intelligence for Climate Security: Possibilities and Challenges. Stockholm International Peace Research Institute, 2023. http://dx.doi.org/10.55163/qdse8934.

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Recent advances in artificial intelligence (AI)—largely based on machine learning—offer possibilities for addressing climate-related security risks. AI can, for example, make disaster early-warning systems and long-term climate hazard modelling more efficient, reducing the risk that the impacts of climate change will lead to insecurity and conflict. This SIPRI Policy Report outlines the opportunities that AI presents for managing climate-related security risks. It gives examples of the use of AI in the field and delves into the problems—notably methodological and ethical—associated with the us
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