Mukherjee / Dutt / Srinivasan Applied Cognitive Science and Technology

Implications of Interactions Between Human Cognition and Technology
1. Auflage 2023
ISBN: 978-981-99-3966-4
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 259 Seiten

Reihe: Behavioral Science and Psychology

This book fills the long-pending gap in consolidating research on applied cognitive science and technology. It explores the broader implications of interactions between human cognition and technology by touching upon artificial intelligence (AI) and artificial agents, decision support and assistance support systems, cybersecurity threats, computational modeling of cognition through artificial neural networks and machine learning, human factors, engineering design, and social media interfaces. With an interdisciplinary scope that addresses psychological and technological issues, this unique book shows how cognitive science is furthered by technology(or platforms) while simultaneously illustrating how the study of cognitive processes is helping shape technological products. Accordingly, it offers a valuable resource for researchers and practitioners in a broad array of fields, such as psychology, science, engineering and management.

Zielgruppe

Research

Autoren/Hrsg.

Mukherjee, Sumitava

Dutt, Varun

Srinivasan, Narayanan

Inhaltsverzeichnis

Towards Behavioral AI: Cognitive factors underlying the public psychology of artificial intelligence.- Defining the Relationship Between Level of Autonomy in a Computer and Cognitive Workload of its User.- Cognitive effects of anthropomorphization of artificial agents in human-agent interactions.- Psychological Factors Driving Adoption of Decision Support Tools.- Model-based operator assistance: How to match engineering models with humans’ cognitive representations of their actions?.- Behavioral cyber-security: Influence of availability of information about opponent’s actions on decision-making in markov-security games.- Exploring Cybercriminal Activities, Behaviours and Profiles.- Computer Vision Technology: Do Deep Neural Networks Model Nonlinear Compositionality in the Brain’s Representation of Human-Object Interactions?.- Evaluation of different deep reinforcement learning algorithms in complex search-and-retrieve virtual simulation against human performance.- Cognate Identification to Augment Lexical resources for NLP.- Psychophysiological Monitoring to Improve Human-Computer Collaborative Tasks.- Human-Technology interfaces: Did ‘I’ do it? Agency, Control and why it matters.- Effects of Analogies and Analogical Distance on Ideation in Conceptual Phase of Engineering Design.- Humiliation and Technology: Dilemmas and Challenges for State, Civil Society and Industry.-Technology: Does It Help or Harm Intelligence—or Both?.

Über Autor(innen)

Sumitava Mukherjee is an assistant professor at the Department of Humanities and Social Sciences, Indian Institute of Technology Delhi. Dr. Mukherjee has his academic backgrounds in computer engineering and cognitive science. At IIT Delhi, he was a founding member of the Cognitive Science Programme and served as the Co-ordinator from 2021–2023. He also initiated Decision Lab as a research-cum-knowledge partner for decision research in India, the Scarcity lab research group to work on thinking and decision making under scarcity and poverty and started a public dialogue by setting up a website Humans and Technology. He works on foundational and applied aspects of judgment and decision making that generate socially relevant behavioral insights. He also initiated a focused research agenda to generate insights and have dialogues on a human view of technology based on behavioral science. He was awarded the Emerging Psychologist award in 2014 by NAOP India, the Outstanding Researcher award by Indian Institute of Technology Gandhinagar in 2014 and the Young Psychologist award in 2020 by NAOP India for his contributions academically and professionally. 
Varun Dutt is an associate professor in the School of Computing and Electrical Engineering at Indian Institute of Technology Mandi, India. Dr. Dutt has applied his knowledge and skills in the fields of psychology, public policy and computer science to explore how humans make decisions on social, managerial and environmental issues. Dr. Dutt serves as a senior member of IEEE; as the Chair of Indian Knowledge System and Mental Health Applications (IKSMHA) Centre, IIT Mandi; and, as the Principal Investigator at the Applied Cognitive Science (ACS) Lab, IIT Mandi. He is currently serving as an associate editor of Frontiers in Psychology (Cognitive Science) journal, a review editor of Frontiers in Decision Neuroscience journal and a member of the editorial board of the International Journal on Cyber Situational Awareness.  Narayanan Srinivasan is a professor and Head at the Department of Cognitive Science, Indian Institute of Technology, Kanpur, India. Prior to this, he was a professor at the Centre of Behavioural and Cognitive Sciences, University of Allahabad, India. He studies mental processes, especially attention, emotions, consciousness and decision making using multiple methodologies. Dr Srinivasan has edited eleven books and seven special issues. He has published more than 180 papers in journals, books and conference proceedings. Dr. Srinivasan is a fellow of Association for Psychological Science, National Academy of Psychology (India), and Psychonomic Society. He is an associate editor of Cognitive Processing, Neuroscience of Consciousness, Frontiers in Consciousness Research, and Mindfulness.