Human-Centered Artificial Intelligence
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".
Deadline for manuscript submissions: closed (31 December 2023) | Viewed by 4515
Special Issue Editor
Special Issue Information
Dear Colleagues,
Human-centered artificial intelligence (HCAI) is an emerging discipline that places people at the center of efforts to develop AI-based systems. Its broad scope encompasses the design of new learning algorithms through to evaluating existing systems, with particular attention to the human factors involved in their development. This line of research promotes the development of algorithms, methods, metrics, and new methodologies for designing AI systems which prevent the reproduction of disparities that affect people, mitigating bias and discriminatory treatment.
This Special Issue is devoted to HCAI methods. Our aim is to disseminate the most recent advances in this discipline, promoting new methodologies to approach the human-centered design and evaluation of AI systems. The collection will include topics on new algorithms and models capable of mitigating harmful bias, model evaluation and validation methodologies, fairness evaluation metrics and systems, human-centered AI and human–computer interaction (HCI), ethics and AI, algorithmic transparency, explainability, and model interpretability.
Dr. Marcelo Mendoza
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Applied Sciences is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Dr. Marcelo Mendoza
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Applied Sciences is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- human factors in AI systems
- HCAI and HCI
- fairness, accountability and transparency
- model interpretability
- explainable artificial intelligence (XAI)
- algorithmic transparency
- bias mitigation
- human-in-the-loop machine learning, reasoning, and planning
- human-centered decision support systems
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