Concepts in Action : Representation, Learning, and Application

• Other Authors: Bechberger, Lucas (Editor), Kühnberger, Kai-Uwe (Editor), Liu, Mingya (Editor)
• Format: eBook
• Published: Springer Nature 2021
• Subjects: Language: history & general works; Artificial intelligence; Philosophy of mind; Philosophy: logic; Conceptual Spaces; Concept and Representation; Learning, Language and Application; Robotics and Typicality; Compositionality and Concepts; Concept Research; Concept Research and Machine Learning
• Online Access: Get fulltext
• Physical Description: 1 electronic resource (194 p.)
• ISBN: 978-3-030-69823-2; 9783030698232
• Access: Open Access

This open access book is a timely contribution in presenting recent issues, approaches, and results that are not only central to the highly interdisciplinary field of concept research but also particularly important to newly emergent paradigms and challenges. The contributors present a unique, holistic picture for the understanding and use of concepts from a wide range of fields including cognitive science, linguistics, philosophy, psychology, artificial intelligence, and computer science. The chapters focus on three distinct points of view that lie at the core of concept research: representation, learning, and application. The contributions present a combination of theoretical, experimental, computational, and applied methods that appeal to students and researchers working in these fields.