Viewpoint: Human-in-the-loop Artificial Intelligence

Cited by (382)

Items 101–200 of 382

1. A human-in-the-loop deep learning paradigm for synergic visual evaluation in children
   Kai Zhang, Xiaoyan Li, Lin He, Chong Guo, Yahan Yang, Zhou Dong, Haoqing Yang, Yi Zhu, Chuan Chen, Xiaojing Zhou et al. · 2019 · Neural Networks
2. The Effects of Experience on Deception in Human-Agent Negotiation
   Johnathan Mell, Gale Lucas, Sharon Mozgai, Jonathan S. Gratch · 2020 · Journal of Artificial Intelligence Research
3. Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
   Spitzer, Philipp, Holstein, Joshua, Hemmer, Patrick, Vössing, Michael, Kühl, Niklas, Martin, Dominik, Satzger, Gerhard · 2025 · Proceedings of the ACM on Human-Computer Interaction
4. Knowledge representation and acquisition for ethical AI: challenges and opportunities
   Vaishak Belle · 2023 · Ethics and Information Technology
5. Human-in-the-Loop Design Cycles – A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans
   Chaehan So · 2020 · Lecture notes in computer science
6. Artificial Intelligence and New Level of Fake News
   Sitti Zahra Aulia Nazar, Muhammad Rayhan Bustam · 2020 · IOP Conference Series Materials Science and Engineering
7. CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling
   Kaiyu Li, Guoliang Li, Yong Wang, Yan Huang, Zitao Liu, Zhongqin Wu · 2021 · IEEE International Conference on Data Engineering (ICDE)
8. AI ethics and sustainability: Accelerating paradigm shifts toward sustainable development
   Chandni Bansal · 2025 · Journal of Strategy & Innovation
9. AI ‐Mediated Communication in E‐Commerce: Implications for Customer Trust
   Christine Hennighausen, Vanessa Gabriela Yarza Navarro‐Schär, Eric Eller · 2025 · International Journal of Consumer Studies
10. Managing Knowledge at the Time of Artificial Intelligence: An Explorative Study with Knowledge Workers
    Amelia Manuti, Dalila Monachino · 2020 · East European Journal of Psycholinguistics
11. Machine Learning Verification and Safety for Unmanned Aircraft - A Literature Study
    Christoph Torens, Franz Juenger, Sebastian Schirmer, Simon Schopferer, Theresa Maienschein, Johann C. Dauer · 2022 · AIAA SCITECH 2022 Forum
12. Using machine learning to investigate consumers' emotions: the spillover effect of AI defeating people on consumers' attitudes toward AI companies
    Y. Ma, Xin Dai, Zhong-Zhun Deng · 2023 · Internet Research
13. Exploratory machine learning with unknown unknowns
    Peng Zhao, Jia-Wei Shan, Yujie Zhang, Zhi‐Hua Zhou · 2023 · Artificial Intelligence
14. Development and translation of human-AI interaction models into working prototypes for clinical decision-making
    Muhammad Hafis Hussain, Ioanna Iacovides, Tom Lawton, Vishal Sharma, Zoë Porter, Alice Cunningham, Ibrahim Habli, Shireen Hickey, Yan Jia, Phillip Morgan et al. · 2024 · Designing Interactive Systems Conference
15. Promoting Human Competences by Appropriate Modes of Interaction for Human-Centered-AI
    Thomas Andreas Herrmann · 2022 · Lecture notes in computer science
16. Approach or avoidance? Relationship between perceived AI explainability and employee job crafting.
    Wei-Wei Huo, Jiaying Xie, Jiaqi Yan, Tianyi Long, Bing-Qian Liang · 2025 · Acta Psychologica
17. Tangible interventions for office work well-being: approaches, classification, and design considerations
    Hans Brombacher, Steven Houben, Steven B. Vos · 2023 · Behaviour and Information Technology
18. Green Human Resource Management and Its Sustainable Organizational Practices in Hospitality Industry in India
    Vaishali Gupta, Monika Arora · 2024 · Journal of the Knowledge Economy
19. L’intelligence artificielle peut-elle être une innovation responsable ?
    Louis Vuarin, Pedro Gomes Lopes, David Massé · 2023 · Innovations
20. Machine Learning for Archaeological Applications in R
    Denisse L. Argote, Pedro A. López‐García, Manuel A. Torres-­García, Michael Christoph Thrun · 2024 · Cambridge University Press eBooks
21. Investigating perceived fairness of AI prediction system for math learning: A mixed-methods study with college students
    Yukyeong Song, Chenglu Li, Wanli Xing, Bailing Lyu, Wangda Zhu · 2025 · The Internet and Higher Education
22. Information Resilience: the nexus of responsible and agile approaches to information use
    S. Sadiq, A. Aryani, Gianluca Demartini, Wen Hua, M. Indulska, A. Burton-Jones, Hassan Khosravi, Diana Benavides-Prado, T. Sellis, I. Someh et al. · 2022 · The VLDB journal
23. SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles
    Bento Collares Gonçalves, Michael Wethington, Heather J. Lynch · 2022 · Remote Sensing
24. Collaboration and Delegation between Humans and AI: An Experimental Investigation of the Future of Work
    Andreas Fügener, Jörn Grahl, Alok Gupta, W. Ketter · 2019 · Social Science Research Network
25. Discovering Themes in Deep Brain Stimulation Research Using Explainable Artificial Intelligence
    Ben Allen · 2023 · Biomedicines
26. Hybrid human-artificial intelligence system for early detection and classification of AMD from fundus image
    Imen Kallel, Sonda Kammoun · 2024 · Signal Image and Video Processing
27. The promise of artificial intelligence in health: Portrayals of emerging healthcare technologies
    Ash Watson, Vaughan Wozniak‐O’Connor · 2024 · Sociology of Health & Illness
28. Learning to trust Skynet: Interfacing with artificial intelligence in cyberspace
    Christopher Whyte · 2023 · Contemporary Security Policy
29. Algorithmic appreciation or aversion? The moderating effects of uncertainty on algorithmic decision making
    Aaron Schecter, Eric Bogert, Nina Lauharatanahirun · 2023 · CHI Extended Abstracts
30. P 2 O: AI-Driven Framework for Managing and Securing Wastewater Treatment Plants
    Ajay Kulkarni, Mehmet Yardimci, Md Nazmul Kabir Sikder, Feras A. Batarseh · 2023 · Journal of Environmental Engineering
31. Observe, Ask, Intervene: Designing AI Agents for More Inclusive Meetings
    Mo Houtti, Moyan Zhou, Loren Terveen, Stevie Chancellor · 2025 · CHI Conference on Human Factors in Computing Systems
32. BCI-based hit-loop agent for human and AI robot co-learning with AIoT application
    Chang-Shing Lee, Mei‐Hui Wang, Wen-Kai Kuan, Shenghui Cindy Huang, Yi-Lin Tsai, Zong-Han Ciou, Chen-Kang Yang, Naoyuki Kubota · 2021 · Journal of Ambient Intelligence and Humanized Computing
33. TESCREAL hallucinations: Psychedelic and AI hype as inequality engines
    Neşe Devenot · 2023 · Journal of Psychedelic Studies
34. Perceptual-Similarity-Aware Deep Speaker Representation Learning for Multi-Speaker Generative Modeling
    Yuki Saito, Shinnosuke Takamichi, Hiroshi Saruwatari · 2021 · IEEE/ACM Transactions on Audio Speech and Language Processing
35. A Framework of Improving Human Demonstration Efficiency for Goal-Directed Robot Skill Learning
    Hongmin Wu, Wu Yan, Zhihao Xu, Xuefeng Zhou · 2021 · IEEE Transactions on Cognitive and Developmental Systems
36. AI‐Driven Revolution of Medical Robotics Across Surgical Innovation, Rehabilitation Intelligence, and Multimodal Healthcare Delivery
    Fanxuan Chen, Haoman Chen, Tao Yu, Ruoyun Wang, Yi Wang, Xian Zhang, Jiachen Li, Kaishuo Liu, Darong Hai, Xueying Bao et al. · 2026 · MedComm
37. Scoping Review Shows the Dynamics and Complexities Inherent to the Notion of “Responsibility” in Artificial Intelligence within the Healthcare Context
    Sarah Bouhouita-Guermech, Hazar Haidar · 2024 · Asian Bioethics Review
38. Redefining intelligence: collaborative tinkering of healthcare professionals and algorithms as hybrid entity in public healthcare decision-making
    Roanne van Voorst · 2025 · AI & Society
39. Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators
    Jaime González‐González, Francisco de Arriba-Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco Javier González-Castaño · 2023 · Journal of King Saud University - Computer and Information Sciences
40. Continual learning classification method with human-in-the-loop based on the artificial immune system
    Jia Liu, Dong Li, Wangweiyi Shan, Shulin Liu · 2023 · Engineering Applications of Artificial Intelligence
41. Digitally-enhanced dog behavioral testing
    Nareed Farhat, Teddy Lazebnik, Joke Monteny, Christel P. H. Moons, Eline Wydooghe, Dirk van der Linden, Anna Zamansky · 2023 · Scientific Reports
42. Mining the ambient commons: building interdisciplinary connections between environmental knowledge, AI and creative practice research
    Ambrose Field · 2022 · Interdisciplinary Science Reviews
43. Human Near the Loop: Implications for Artificial Intelligence in Healthcare
    Jerrold M. Jackson, Melissa D. Pinto · 2024 · Clinical Nursing Research
44. “Digital Centaur”: Human-AI Collaborative Learning in Universities
    Земцов Дмитрий Игоревич, Ivan Gruzdev · 2025 · Высшее образование в России
45. Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing
    Schultheis, Alexander, Malburg, Lukas, Grüger, Joscha, Weich, Justin, Bertrand, Yannis, Bergmann, Ralph, Serral Asensio, Estefanía · 2024 · Lecture Notes in Computer Science
46. A machine‐learning framework to estimate saturation changes from 4D seismic data using reservoir models
    Masoud Maleki, Marcos Cirne, Denis José Schiozer, Alessandra Davólio, Anderson De Rezende Rocha · 2022 · Geophysical Prospecting
47. Identification of Explainable Structures in Data with a Human-in-the-Loop
    Michael Christoph Thrun · 2022 · Künstliche Intell.
48. The AI Regulation: Entering an AI Regulatory Winter? Why An Ad Hoc Directive on Ai in Employment Is Required
    Aida Ponce del Castillo · 2021 · SSRN Electronic Journal
49. Unraveling the Influential Mechanisms of Smart Interactions on Stickiness Intention: A Privacy Calculus Perspective
    Jinyi He, Xinjian Liang, Jiaolong Xue · 2024 · Journal of theoretical and applied electronic commerce research
50. Text analytics for co-creation in public sector organizations: a literature review-based research framework
    Nina Rizun, Aleksandra Revina, Noella Edelmann · 2025 · Artificial Intelligence Review
51. PyFF: A Fog-Based Flexible Architecture for Enabling Privacy-by-Design IoT-Based Communal Smart Environments
    Fatima Zohra Benhamida, Joan Navarro, Oihane Gómez–Carmona, Diego Casado–Mansilla, Diego López–de–Ipiña, Agustín Zaballos · 2021 · Sensors
52. Human-driven and human-centred cybersecurity: policy-making implications
    Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik, Michał Choraś · 2022 · Transforming Government People Process and Policy
53. Healthcare Artificial Intelligence in India and Ethical Aspects
    Avik Sarkar, Poorva Singh, Mayuri Varkey · 2024 · Springer eBooks
54. Trustworthy AI in the Age of Pervasive Computing and Big Data
    Abhishek Kumar, Tristan Braud, Sasu Tarkoma, Pan Hui · 2020 · arXiv (Cornell University)
55. On the Importance of Domain-specific Explanations in AI-based Cybersecurity Systems (Technical Report)
    Jose N. Paredes, J. C. Teze, G. Simari, Maria Vanina Martinez · 2021 · arXiv.org
56. Fine-Grained Image Analysis with Deep Learning: A Survey
    Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Jun Yang, Serge Belongie · 2021 · arXiv (Cornell University)
57. Personalism in Generative AI Deployment: Deciding Ethically When Human Creative Expression is at Stake
    Rosa Fioravante, Antonino Vaccaro · 2024 · Humanistic Management Journal
58. SKILLAB: Skills Matter
    Mihaela Aluaş, Lefteris Angelis, Ioannis Arapakis, Elvira-Maria Arvanitou, Kostantinos Georgiou, Anastasios Gogos, Marco Jahn, Dionysios D. Kehagias, Valia Kordoni, Sebastian Macaluso et al. · 2024 · Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
59. Evaluating Non-AI Experts' Interaction with AI: A Case Study In Library Context
    Qingxiao Zheng, Minrui Chen, Hyanghee Park, XU Zhong-wei, Yun Huang · 2025 · CHI Conference on Human Factors in Computing Systems
60. Human–AI collaboration in operations and supply chain management: a systematic literature review
    Nagendra Kumar, Rajiv Kumar · 2025 · Management Review Quarterly
61. A Human-in-the-Loop Approach based on Explainability to Improve NTL Detection
    Bernat Coma-Puig, Josep Carmona · 2021 · IEEE ... International Conference on Data Mining workshops
62. HOW GENERATIVE LANGUAGE MODELS CAN ENHANCE INTERACTIVE LEARNING WITH SOCIAL ROBOTS
    Stefan Sonderegger · 2022 · Cognition and Exploratory Learning in Digital Age
63. "To Click or not to Click": Back to Basic for Experience Sampling for Office Well-being in Shared Office Spaces
    Hans Brombacher, Dimitra Dritsa, Steven B. Vos, Steven Houben · 2024 · CHI Conference on Human Factors in Computing Systems
64. Autonomy's Hierarchy of Needs: Smart City Ecosystems for Autonomous Space Habitats
    Gregory J. Falco · 2021 · Conference on Information Sciences and Systems
65. DSSApple: A hybrid expert system for the diagnosis of post-harvest diseases of apple
    Gabriele Sottocornola, Sanja Baric, Maximilian Nocker, Fabio A. Stella, Markus Zanker · 2022 · Smart Agricultural Technology
66. Driving Risk Analysis Based on Driving Experience at Hook-Turn Intersection Using the Emerging Virtual Reality Technology
    Taeho Oh, Yanping Xu, Zhibin Li, Inhi Kim · 2022 · Journal of Advanced Transportation
67. Interactive Imitation Learning in Robotics: A Survey
    Carlos E. Celemin, Rodrigo Pérez‐Dattari, Eugenio Chisari, Giovanni Franzese, Leandro de Souza Rosa, Ravi Prakash, Zlatan Ajanović, Marta Ferraz, Abhinav Valada, Jens Kober · 2022
68. AI and Employability: Challenges and Solutions from this Technology Transfer
    Regina Pagani, Clayton Pereira de Sá, Alana Corsi, Fabiane Florêncio de Souza · 2023 · Emerald Group Publishing Limited eBooks
69. Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing
    Shaoxiong Ji · 2022 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
70. Governing Transport in the Algorithmic Age
    International Transport Forum · 2019 · International transport forum policy papers
71. Human Discernment of Algorithmic Errors: A Case Study in Child Welfare
    Riccardo Fogliato, Maria De‐Arteaga, Alexandra Chouldechova · 2022 · SSRN Electronic Journal
72. Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback
    Nguyen, Duy-Hung, Nghiem, Nguyen Viet Dung, Nguyen, Bao-Sinh, Tien Le, Dung Tien, Sabahi, Shahab, Nguyen, Minh-Tien, Le, Hung · 2022 · Findings of the Association for Computational Linguistics: NAACL 2022
73. Augmented Learning for Joint Creativity in Human-GenAI Co-Creation
    Y. Luan, YeunJoon Kim, Jing Zhou · 2025 · Information systems research
74. User Involvement in Training Smart Home Agents
    Leonie Nora Sieger, Julia Hermann, Astrid Schomäcker, Stefan Heindorf, Christian Meske, Celine-Chiara Hey, Ayşegül Doğangün · 2022 · International Conference on Human-Agent Interaction (HAI)
75. Towards the ethical awareness integration on industrial performance management systems
    Jose-Fernando Jiménez, Lamia Berrah, Damien Trentesaux, Claude Chapel · 2022 · IFAC-PapersOnLine
76. Tool Support for Improving Software Quality in Machine Learning Programs
    Kwok Sun Cheng, Pei-Chi Huang, Tae-Hyuk Ahn, Myoungkyu Song · 2023 · Information
77. Attitudinal Tensions in the Joint Pursuit of Explainable and Trusted AI
    Devesh Narayanan, Zhi Ming Tan · 2023 · Minds and Machines
78. A Machine Walks into an Exhibit: A Technical Analysis of Art Curation
    Thomas Şerban von Davier, Laura M. Herman, Caterina Moruzzi · 2024 · Arts
79. Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks
    Dario Onorati, Pierfrancesco Tommasino, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto · 2020 · Future Internet
80. Universal Discourse Representation Structure Parsing
    Jiangming Liu, Shay B. Cohen, Mirella Lapata, Johan Bos · 2021 · Computational Linguistics
81. Implementation of Human in The Loop on the TurtleBot using Reinforced Learning methods and Robot Operating System (ROS)
    Manasa Mainampati, Balasubramaniyan Chandrasekaran · 2021 · IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)
82. The HEIC application framework for implementing XAI-based socio-technical systems
    Jose N. Paredes, Juan Carlos Teze, María Vanina Martínez, Gerardo I. Simari · 2022 · Online Social Networks and Media
83. Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs
    Jakob Smedegaard Andersen, Tom Schöner, Walid Maalej · 2020 · International Conference on Computational Linguistics
84. Peek into the `White-Box': A Field Study on Bystander Engagement with Urban Robot Uncertainty
    Xinyan Yu, Marius Hoggenmüeller, Tram Thi Minh Tran, Yiyuan Wang, Qinshan Zhang, Martin Tomitsch · 2025 · CHI Conference on Human Factors in Computing Systems
85. Integration of Generative AI with Human Expertise in HEOR: A Hybrid Intelligence Framework
    Tushar E. Srivastava, Hanan Irfan, V.V. Babiy, Shilpi Swami · 2025 · Advances in Therapy
86. A Deep Learning Approach to Identify Potential Sites for Pocket Park Installation in Nanjing, China
    Conghui Zhou, Liuyi Yang, Zhuoyang Jiang, Xinyu Wu · 2024 · Journal of Urban Technology
87. Intervenability as a Design Requirement for Autonomy and Oversight within Human-Centered AI
    Thomas Andreas Herrmann · 2025 · Progress in IS
88. Retracted March 6, 2026: Study on Machine Translation Teaching Model Based on Translation Parallel Corpus and Exploitation for Multimedia Asian Information Processing
    Yan Gong · 2022 · ACM Transactions on Asian and Low-Resource Language Information Processing · Retracted
89. A movie box office revenues prediction algorithm based on human-machine collaboration feature processing
    Dongqi Wang, Yanqing Wu, Chenmin Gu, Yiqin Wang, Xingyu Zhu, Weihua Zhou, Xin Lin · 2022 · Journal of Engineering Research
90. Genie in the Model
    Yanfei Wang, Zhiwen Yu, Sicong Liu, Zimu Zhou, Bin Guo · 2023 · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
91. Plausible reasoning over large health datasets: A novel approach to data analytics leveraging semantics
    Hossein Mohammadhassanzadeh, Samina Abidi, Syed Sibte Raza Abidi · 2024 · Knowledge-Based Systems
92. Searching for the Right Metaphors to Understand and Interrogate the AI Age
    Peter Wilson Cardon · 2023 · Business Communication Research and Practice
93. Bioethics Legal Implications of Artificial Intelligence in Medicine
    Namita Vyas Joshi, P. Selvakumar, Neelima Srivastava, Manjeet, Abhijeet Das, T. C. Manjunath · 2025 · Advances in computational intelligence and robotics book series
94. Responsible AI Question Bank for Risk Assessment
    Sung Une Lee, Harsha Perera, Yue Liu, Boming Xia, Qinghua Lu, Liming Zhu, Olivier Salvado, Jon Whittle · 2026 · ACM Computing Surveys
95. Human-AI Coordination to Induce Flow in Adaptive Learning Systems
    Ion Juvina, Kevin O’Neill, Jarean Carson, Preston Menke, Chi Hang Wong, Hannah McNett, Gabriel Holsinger · 2024 · Learning and analytics in intelligent systems
96. Mythos der Maschine?
    Heiner Heiland, Mariana Schütt, Sandra Sieron, Felix Syrovatka · 2024 · PROKLA Zeitschrift für kritische Sozialwissenschaft
97. Digital Constitutionalism, Privacy and Data Protection
    Giovanni De Gregorio · 2022 · Cambridge University Press eBooks
98. HILvoice:Human-in-the-Loop Style Selection for Elder-Facing Speech Synthesis
    Xueyuan Chen, Qiaochu Huang, Xixin Wu, Zhiyong Wu, Helen M. L. Meng · 2022 · International Symposium on Chinese Spoken Language Processing (ISCSLP)
99. The Rise of AI Ethics
    Paula Boddington · 2023 · Artificial intelligence: foundations, theory, and algorithms/Artificial intelligence: Foundations, theory, and algorithms
100. KI-Kompetenz zu Studienbeginn als Prädiktor für die Nutzung von KI-Werkzeugen zur Unterstützung von Lernprozessen
     Joana Heil, Jan Delcker, Dirk Ifenthaler, Sabine Seufert, Lukas Spirgi · 2024 · Informatik-Spektrum