Overview
- The notion of human-centered AI increasingly dominates the public AI debate
- Includes extended and improved lecture notes from ACAI 2021 course
- Basic knowledge needed to design, implement, operate and research the next generation of HC AI systems
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13500)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ACAI 2021.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (21 chapters)
-
Front Matter
-
Introduction to Human-Centered AI
-
Front Matter
-
-
Human-Centered Machine Learning
-
Front Matter
-
-
Explainable AI
-
Front Matter
-
-
Ethics, Law and Society AI
-
Front Matter
-
Keywords
- human-centered computing
- human-computer interaction
- collaborative and social computing
- artificial intelligence
- machine learning
- explainable AI
- law
- ethics
- social simulation
- autonomous agents
- distributed artificial intelligence
- e-learning
- education
- expert systems
- information systems
- intelligent agents
- intelligent systems
- linguistics
- multiagent system
- signal processing
About this book
The 18th European Advanced Course on AI (ACAI) took place in Berlin on 11-15 October 2021, organized by the European project Humane-AI Net in collaboration with the European AI Association (EURAI). The school included tutorials on different topics, which were selected through an open call to top European AI researchers. In addition, the school also included 4 invited talks, a student poster presentation, and a mentorship program.
This volume contains 21 tutorial chapters organized according to the following themes: human-centered AI; human-centered machine learning; explainable AI; ethics, law, and the societal aspects of AI; argumentation; and social simulation. The contributions include learning objectives, reading lists, and links to further resources.
Editors and Affiliations
About the editors
Virginia Dignum
Umea University, Sweden
Paul Lukowicz
German Research Center for Artificial Intelligence, Germany
Carles Sierra
Artificial Intelligence Research Institute (IIIA-CSIC), Spain
Bibliographic Information
Book Title: Human-Centered Artificial Intelligence
Book Subtitle: Advanced Lectures
Editors: Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-24349-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-24348-6Published: 04 April 2023
eBook ISBN: 978-3-031-24349-3Published: 03 April 2023
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 429
Number of Illustrations: 20 b/w illustrations, 91 illustrations in colour
Topics: Artificial Intelligence, Theory of Computation, Software Engineering/Programming and Operating Systems, Computing Milieux, Computer Applications