Journal articles on the topic 'User-Centered explanations'
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Delaney, Eoin, Arjun Pakrashi, Derek Greene, and Mark T. Keane. "Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint)." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 20 (March 24, 2024): 22696. http://dx.doi.org/10.1609/aaai.v38i20.30596.
Full textHwang, Jeonghwan, Taeheon Lee, Honggu Lee, and Seonjeong Byun. "A Clinical Decision Support System for Sleep Staging Tasks With Explanations From Artificial Intelligence: User-Centered Design and Evaluation Study." Journal of Medical Internet Research 24, no. 1 (January 19, 2022): e28659. http://dx.doi.org/10.2196/28659.
Full textRong, Yao, Peizhu Qian, Vaibhav Unhelkar, and Enkelejda Kasneci. "I-CEE: Tailoring Explanations of Image Classification Models to User Expertise." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 19 (March 24, 2024): 21545–53. http://dx.doi.org/10.1609/aaai.v38i19.30152.
Full textGuesmi, Mouadh, Mohamed Amine Chatti, Shoeb Joarder, Qurat Ul Ain, Clara Siepmann, Hoda Ghanbarzadeh, and Rawaa Alatrash. "Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System." Information 14, no. 7 (July 14, 2023): 401. http://dx.doi.org/10.3390/info14070401.
Full textMorrison, Katelyn, Philipp Spitzer, Violet Turri, Michelle Feng, Niklas Kühl, and Adam Perer. "The Impact of Imperfect XAI on Human-AI Decision-Making." Proceedings of the ACM on Human-Computer Interaction 8, CSCW1 (April 17, 2024): 1–39. http://dx.doi.org/10.1145/3641022.
Full textShu, Derek, Catherine T. Xu, Somya Pandey, Virginia Walls, Kristen Tenney, Abby Georgilis, Lisa Melink, Danny T. Y. Wu, and Jennifer Rose Molano. "User-centered Design and Formative Evaluation of a Web Application to Collect and Visualize Real-time Clinician Well-being Levels." ACI Open 08, no. 01 (January 2024): e1-e9. http://dx.doi.org/10.1055/s-0044-1779698.
Full textPanchaud, Nadia H., and Lorenz Hurni. "Integrating Cartographic Knowledge Within a Geoportal: Interactions and Feedback in the User Interface." Cartographic Perspectives, no. 89 (April 11, 2018): 5–24. http://dx.doi.org/10.14714/cp89.1402.
Full textZhang, Zhan, Daniel Citardi, Dakuo Wang, Yegin Genc, Juan Shan, and Xiangmin Fan. "Patients’ perceptions of using artificial intelligence (AI)-based technology to comprehend radiology imaging data." Health Informatics Journal 27, no. 2 (April 2021): 146045822110112. http://dx.doi.org/10.1177/14604582211011215.
Full textPasrija, Vatesh, and Supriya Pasrija. "Demystifying Recommendations: Transparency and Explainability in Recommendation Systems." International Journal for Research in Applied Science and Engineering Technology 12, no. 2 (February 29, 2024): 1376–83. http://dx.doi.org/10.22214/ijraset.2024.58541.
Full textRobatto Simard, Simon, Michel Gamache, and Philippe Doyon-Poulin. "Development and Usability Evaluation of VulcanH, a CMMS Prototype for Preventive and Predictive Maintenance of Mobile Mining Equipment." Mining 4, no. 2 (May 9, 2024): 326–51. http://dx.doi.org/10.3390/mining4020019.
Full textAbu-Rasheed, Hasan, Christian Weber, Johannes Zenkert, Mareike Dornhöfer, and Madjid Fathi. "Transferrable Framework Based on Knowledge Graphs for Generating Explainable Results in Domain-Specific, Intelligent Information Retrieval." Informatics 9, no. 1 (January 19, 2022): 6. http://dx.doi.org/10.3390/informatics9010006.
Full textPratiwi, Putu Yudia, and I. Gede Sudirtha. "Identification of Learning Experience in Online Learning with User Persona Techniques Based on Learner-Centered Design Concepts." SISTEMASI 11, no. 2 (May 21, 2022): 414. http://dx.doi.org/10.32520/stmsi.v11i2.1763.
Full textBørøsund, Elin, Anders Meland, Hege R. Eriksen, Christine M. Rygg, Giske Ursin, and Lise Solberg Nes. "Digital Cognitive Behavioral- and Mindfulness-Based Stress-Management Interventions for Survivors of Breast Cancer: Development Study." JMIR Formative Research 7 (September 19, 2023): e48719. http://dx.doi.org/10.2196/48719.
Full textPumplun, Luisa, Felix Peters, Joshua F. Gawlitza, and Peter Buxmann. "Bringing Machine Learning Systems into Clinical Practice: A Design Science Approach to Explainable Machine Learning-Based Clinical Decision Support Systems." Journal of the Association for Information Systems 24, no. 4 (2023): 953–79. http://dx.doi.org/10.17705/1jais.00820.
Full textBrusilovsky, Peter, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, and Martijn C. Willemsen. "Report on the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) at ACM RecSys 2023." ACM SIGIR Forum 57, no. 2 (December 2023): 1–6. http://dx.doi.org/10.1145/3642979.3642999.
Full textMcGonagle, Erin A., Dean J. Karavite, Robert W. Grundmeier, Sarah K. Schmidt, Larissa S. May, Daniel M. Cohen, Andrea T. Cruz, et al. "Evaluation of an Antimicrobial Stewardship Decision Support for Pediatric Infections." Applied Clinical Informatics 14, no. 01 (January 2023): 108–18. http://dx.doi.org/10.1055/s-0042-1760082.
Full textZhang, Zhan, Daniel Citardi, Aiwen Xing, Xiao Luo, Yu Lu, and Zhe He. "Patient Challenges and Needs in Comprehending Laboratory Test Results: Mixed Methods Study." Journal of Medical Internet Research 22, no. 12 (December 7, 2020): e18725. http://dx.doi.org/10.2196/18725.
Full textZamakhsyari, Fardan, Achmad Teguh Wibowo, and Mohammad Khusnu Milad. "Enhance User Interface to Deaf E-Learning Based on User Centered Design." MATICS: Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) 14, no. 2 (December 1, 2022): 57–63. http://dx.doi.org/10.18860/mat.v14i2.17703.
Full textten Klooster, Iris, Jobke Wentzel, Floor Sieverink, Gerard Linssen, Robin Wesselink, and Lisette van Gemert-Pijnen. "Personas for Better Targeted eHealth Technologies: User-Centered Design Approach." JMIR Human Factors 9, no. 1 (March 15, 2022): e24172. http://dx.doi.org/10.2196/24172.
Full textHeasly, Christopher C., Lisa A. Dutra, Mark Kirkpatrick, Thomas L. Seamster, and Robert A. Lyons. "A User-Centered Approach to the Design of a Naval Tactical Workstation Interface." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 37, no. 15 (October 1993): 1030. http://dx.doi.org/10.1177/154193129303701502.
Full textEwals, Lotte J. S., Lynn J. J. Heesterbeek, Bin Yu, Kasper van der Wulp, Dimitrios Mavroeidis, Mathias Funk, Chris C. P. Snijders, Igor Jacobs, Joost Nederend, and Jon R. Pluyter. "The Impact of Expectation Management and Model Transparency on Radiologists’ Trust and Utilization of AI Recommendations for Lung Nodule Assessment on Computed Tomography: Simulated Use Study." JMIR AI 3 (March 13, 2024): e52211. http://dx.doi.org/10.2196/52211.
Full textWalker, Sue, Manjula Halai, Rachel Warner, and Josefina Bravo. "Beat Bad Microbes." Information Design Journal 26, no. 1 (April 28, 2021): 17–32. http://dx.doi.org/10.1075/idj.20023.wal.
Full textAttef, Maryam, Catherine Dulude, Chantal Trudel, and Melanie Buba. "Virtual Family-Centered Rounds During the COVID-19 Pandemic – Technology Usability Analysis." Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care 11, no. 1 (October 2022): 151–55. http://dx.doi.org/10.1177/2327857922111030.
Full textHu, Tan, and Tieru Wu. "An evaluation method with convolutional white-box models for image attribution explainers." Journal of Physics: Conference Series 2637, no. 1 (November 1, 2023): 012004. http://dx.doi.org/10.1088/1742-6596/2637/1/012004.
Full textJiménez Cuanalo, Jaime Miguel, Martha Judith Soto Flores, and Salvador León Beltrán. "Emotionality in the Images of Design: A Biological-Evolutionary Theory." Modern Environmental Science and Engineering 8, no. 2 (February 8, 2022): 102–10. http://dx.doi.org/10.15341/mese(2333-2581)/02.08.2022/003.
Full textLopes, Bárbara Gabrielle C. O., Liziane Santos Soares, Raquel Oliveira Prates, and Marcos André Gonçalves. "Contrasting Explain-ML with Interpretability Machine Learning Tools in Light of Interactive Machine Learning Principles." Journal on Interactive Systems 13, no. 1 (November 21, 2022): 313–34. http://dx.doi.org/10.5753/jis.2022.2556.
Full textBae, Jae Kwon. "Does XAI Technology Improve Innovation Performance of Financial Services?" Academic Society of Global Business Administration 20, no. 3 (June 30, 2023): 194–213. http://dx.doi.org/10.38115/asgba.2023.20.3.194.
Full textWang, C. "Usability Evaluation of Public Web Mapping Sites." ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XL-4 (April 23, 2014): 285–89. http://dx.doi.org/10.5194/isprsarchives-xl-4-285-2014.
Full textBarda, Amie J., Christopher M. Horvat, and Harry Hochheiser. "A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare." BMC Medical Informatics and Decision Making 20, no. 1 (October 8, 2020). http://dx.doi.org/10.1186/s12911-020-01276-x.
Full textChari, Shruthi, Oshani Seneviratne, Mohamed Ghalwash, Sola Shirai, Daniel M. Gruen, Pablo Meyer, Prithwish Chakraborty, and Deborah L. McGuinness. "Explanation Ontology: A general-purpose, semantic representation for supporting user-centered explanations." Semantic Web, May 18, 2023, 1–31. http://dx.doi.org/10.3233/sw-233282.
Full textPanigutti, Cecilia, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, and Salvatore Rinzivillo. "Co-design of human-centered, explainable AI for clinical decision support." ACM Transactions on Interactive Intelligent Systems, March 14, 2023. http://dx.doi.org/10.1145/3587271.
Full textLammert, Olesja, Birte Richter, Christian Schütze, Kirsten Thommes, and Britta Wrede. "Humans in XAI: increased reliance in decision-making under uncertainty by using explanation strategies." Frontiers in Behavioral Economics 3 (March 8, 2024). http://dx.doi.org/10.3389/frbhe.2024.1377075.
Full textTeze, Juan Carlos L., Jose Nicolas Paredes, Maria Vanina Martinez, and Gerardo Ignacio Simari. "Engineering user-centered explanations to query answers in ontology-driven socio-technical systems." Semantic Web, May 22, 2023, 1–30. http://dx.doi.org/10.3233/sw-233297.
Full textRong, Yao, Tobias Leemann, Thai-Trang Nguyen, Lisa Fiedler, Peizhu Qian, Vaibhav Unhelkar, Tina Seidel, Gjergji Kasneci, and Enkelejda Kasneci. "Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations." IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 1–20. http://dx.doi.org/10.1109/tpami.2023.3331846.
Full textLee, Benjamin Charles Germain, Doug Downey, Kyle Lo, and Daniel S. Weld. "LIMEADE: From AI Explanations to Advice Taking." ACM Transactions on Interactive Intelligent Systems, March 28, 2023. http://dx.doi.org/10.1145/3589345.
Full textBovermann, Klaudia, and Theo J. Bastiaens. "Towards a motivational design? Connecting gamification user types and online learning activities." Research and Practice in Technology Enhanced Learning 15, no. 1 (January 10, 2020). http://dx.doi.org/10.1186/s41039-019-0121-4.
Full textSovrano, Francesco, Kevin Ashley, Peter Leonid Brusilovsky, and Fabio Vitali. "How to Improve the Explanatory Power of an Intelligent Textbook: a Case Study in Legal Writing." International Journal of Artificial Intelligence in Education, May 6, 2024. http://dx.doi.org/10.1007/s40593-024-00399-w.
Full textLing, Shihong, Yutong Zhang, and Na Du. "More Is Not Always Better: Impacts of AI-Generated Confidence and Explanations in Human–Automation Interaction." Human Factors: The Journal of the Human Factors and Ergonomics Society, March 4, 2024. http://dx.doi.org/10.1177/00187208241234810.
Full textYang, Yuqing, Boris Joukovsky, José Oramas Mogrovejo, Tinne Tuytelaars, and Nikos Deligiannis. "SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection." ACM Transactions on Multimedia Computing, Communications, and Applications, May 22, 2024. http://dx.doi.org/10.1145/3665248.
Full textYou, Yue, Chun-Hua Tsai, Yao Li, Fenglong Ma, Christopher Heron, and Xinning Gui. "Beyond Self-diagnosis: How a Chatbot-based Symptom Checker Should Respond." ACM Transactions on Computer-Human Interaction, March 31, 2023. http://dx.doi.org/10.1145/3589959.
Full textRidley, Michael. "Human‐centered explainable artificial intelligence: An Annual Review of Information Science and Technology (ARIST) paper." Journal of the Association for Information Science and Technology, March 24, 2024. http://dx.doi.org/10.1002/asi.24889.
Full textSmith, William Roth. "On Relationality and Organizationality: Degrees of durability, materiality, and communicatively constituting a fluid social collective." Organization Studies, July 29, 2021, 017084062110354. http://dx.doi.org/10.1177/01708406211035497.
Full textBaniecki, Hubert, Dariusz Parzych, and Przemyslaw Biecek. "The grammar of interactive explanatory model analysis." Data Mining and Knowledge Discovery, February 14, 2023. http://dx.doi.org/10.1007/s10618-023-00924-w.
Full textGombolay, Grace Y., Andrew Silva, Mariah Schrum, Nakul Gopalan, Jamika Hallman‐Cooper, Monideep Dutt, and Matthew Gombolay. "Effects of explainable artificial intelligence in neurology decision support." Annals of Clinical and Translational Neurology, April 5, 2024. http://dx.doi.org/10.1002/acn3.52036.
Full textSovrano, Francesco, and Fabio Vitali. "Explanatory artificial intelligence (YAI): human-centered explanations of explainable AI and complex data." Data Mining and Knowledge Discovery, October 10, 2022. http://dx.doi.org/10.1007/s10618-022-00872-x.
Full textBARKAI, Galia, Moran GADOT, Hadar AMIR, Michal MENASHE, Lilach SHVIMER-ROTHSCHILD, and Eyal ZIMLICHMAN. "Patient and clinician experience with a rapidly implemented large-scale video consultation program during COVID-19." International Journal for Quality in Health Care, December 14, 2020. http://dx.doi.org/10.1093/intqhc/mzaa165.
Full textBercher, Pascal, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, et al. "A Planning-Based Assistance System for Setting Up a Home Theater." Proceedings of the AAAI Conference on Artificial Intelligence 29, no. 1 (March 4, 2015). http://dx.doi.org/10.1609/aaai.v29i1.9274.
Full textSchuff, Hendrik, Lindsey Vanderlyn, Heike Adel, and Ngoc Thang Vu. "How to do human evaluation: A brief introduction to user studies in NLP." Natural Language Engineering, February 6, 2023, 1–24. http://dx.doi.org/10.1017/s1351324922000535.
Full textConway, Mike, Howard Burkom, and Amy Ising. "Cross Disciplinary Consultancy: Negation Detection Use Case." Online Journal of Public Health Informatics 11, no. 1 (May 30, 2019). http://dx.doi.org/10.5210/ojphi.v11i1.9698.
Full textSchoeller, Felix, Mark Miller, Roy Salomon, and Karl J. Friston. "Trust as Extended Control: Human-Machine Interactions as Active Inference." Frontiers in Systems Neuroscience 15 (October 13, 2021). http://dx.doi.org/10.3389/fnsys.2021.669810.
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