Experimental Methodology for Human-Robot Interaction - Robinson, Nicole L.
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Présentation Experimental Methodology For Human - Robot Interaction de Robinson, Nicole L. Format Relié
- Livre Informatique
Résumé : I Introduction to human-robot interaction (HRI) experiment methodology 1. Life Cycle of an HRI Study and an Interactive Study Design Check-List 2. Developing Research Questions and Hypotheses 3. Study Context and Experimental Design 4. Identifying and Recruiting Participants 5. Quantitative Evaluation Methods 6. Quantitative Data Collection and Analysis 7. Reporting Findings and Designing Follow-Up Studies II Advanced Topics in HRI methodology 8. A Framework for Ethical HRI Research 9. Interdisciplinary Approach to HRI research 10. Advanced Statistical Analysis Methods in Quantitative HRI Research 11. Qualitative and Mixed Method Evaluation for HRI 12. Qualitative Data and Mixed Methods Data Analysis III Case studies 13. Participatory Design with Stakeholders 14. Recruiting Domain Experts and Specific User Populations 15. Simulated Humans and Sim2Real Studies 16. Leveraging Online Studies to Expand Diversity, Sample Size and Response Quality 17. Measuring Interaction with Multimodal Data 18. Challenges and Future Directions of Experiments in HRI
Biographie: Leimin Tian is a senior scientist and the leader of the Human -Robot Interaction team at CSIRO Robotics. Her research spans over human-robot interaction, human-centred AI, and affective computing. She focuses on developing robots that incorporate social-emotional intelligence to enhance communication and collaboration in various applications. She attained her BEng from Beijing University of Posts and Telecommunications in 2012 and her MSc and PhD from The University of Edinburgh in 2013 and 2018, respectively. Tina L.Y. Wu (1996-2023) obtained her PhD degree from Monash University in 2024. She obtained her BASc in Biomedical Engineering (Honours) from the University of Waterloo in 2019. Her research focused on human-robot interaction, human motion analysis, rehabilitation robots, and user experience design. Nicole L. Robinson is a lecturer at Monash University. She is the Co-founder, Executive Director and Board Member of LYRO Robotics Pty Ltd and is an Advisor to the Australian Government's National Artificial Intelligence Centre hosted by CSIRO. She is also an advisor to Monash Robogals. She attained her PhD from Queensland University of Technology in 2018. Pamela Carreno-Medrano is a lecturer at Monash Robotics. Her research interests lie at the intersection of human-robot interaction, human-centred and embodied AI, and human-centred design. Her work focuses on developing autonomous, intelligent agents (virtually and/or physically embodied) that can adequately interact with humans in both short- and long-term scenarios. She obtained her Bachelor's degree from Universidad EAFIT, Medellin, Columbia in 2010...
Sommaire:
This book is a vital resource for both students new to the field and experienced researchers and practitioners. The book's practical focus and clear elucidation of relevant case studies ensures that this will greatly benefit progress in the field with human-centred and ethical experimental methodology....
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