Constructing Ethical AI Based on the “Human-in-the-Loop” System Article Swipe
Ximeng Chen
,
Xiaohong Wang
,
Yanzhang Qu
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.3390/systems11110548
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.3390/systems11110548
The Human-in-the-Loop (HITL) system was first proposed by Robert Monarch, a machine learning expert. It adopted a “hybrid” strategy combining human intelligence and machine intelligence, aiming to improve the accuracy of machine learning models and assist human learning. At present, there have been a number ethical design attempts based on the HITL system, and some progress has been made in the ethical choices of disaster rescue robots and nursing robots. However, there is no analysis of why the HITL system can serve as an effective path in constructing ethical AI and how it can implement the efficiency of AI in ethical scenarios. This paper draws on the feasibility of the HITL system and analyzes how ethical AIs are possible when using the HITL system. We advocate for its application to the entire process of ethical AI design.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/systems11110548
- https://www.mdpi.com/2079-8954/11/11/548/pdf?version=1699878391
- OA Status
- gold
- Cited By
- 15
- References
- 28
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4388628811
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4388628811Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/systems11110548Digital Object Identifier
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Constructing Ethical AI Based on the “Human-in-the-Loop” SystemWork title
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articleOpenAlex work type
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enPrimary language
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2023Year of publication
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2023-11-13Full publication date if available
- Authors
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Ximeng Chen, Xiaohong Wang, Yanzhang QuList of authors in order
- Landing page
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https://doi.org/10.3390/systems11110548Publisher landing page
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https://www.mdpi.com/2079-8954/11/11/548/pdf?version=1699878391Direct link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://www.mdpi.com/2079-8954/11/11/548/pdf?version=1699878391Direct OA link when available
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Human-in-the-loop, Robot, Computer science, Process (computing), Robotics, Artificial intelligence, Operating systemTop concepts (fields/topics) attached by OpenAlex
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15Total citation count in OpenAlex
- Citations by year (recent)
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2025: 12, 2024: 3Per-year citation counts (last 5 years)
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28Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 96 |
| corresponding_author_ids | https://openalex.org/A5086929279 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| corresponding_institution_ids | https://openalex.org/I87445476 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/13 |
| sustainable_development_goals[0].score | 0.7200000286102295 |
| sustainable_development_goals[0].display_name | Climate action |
| citation_normalized_percentile.value | 0.95383554 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |