Qualitative Representations

Qualitative Representations
Author :
Publisher : MIT Press
Total Pages : 441
Release :
ISBN-10 : 9780262038942
ISBN-13 : 0262038943
Rating : 4/5 (42 Downloads)

Book Synopsis Qualitative Representations by : Kenneth D. Forbus

Download or read book Qualitative Representations written by Kenneth D. Forbus and published by MIT Press. This book was released on 2019-01-29 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: An argument that qualitative representations—symbolic representations that carve continuous phenomena into meaningful units—are central to human cognition. In this book, Kenneth Forbus proposes that qualitative representations hold the key to one of the deepest mysteries of cognitive science: how we reason and learn about the continuous phenomena surrounding us. Forbus argues that qualitative representations—symbolic representations that carve continuous phenomena into meaningful units—are central to human cognition. Qualitative representations provide a basis for commonsense reasoning, because they enable practical reasoning with very little data; this makes qualitative representations a useful component of natural language semantics. Qualitative representations also provide a foundation for expert reasoning in science and engineering by making explicit the broad categories of things that might happen and enabling causal models that help guide the application of more quantitative knowledge as needed. Qualitative representations are important for creating more human-like artificial intelligence systems with capabilities for spatial reasoning, vision, question answering, and understanding natural language. Forbus discusses, among other topics, basic ideas of knowledge representation and reasoning; qualitative process theory; qualitative simulation and reasoning about change; compositional modeling; qualitative spatial reasoning; and learning and conceptual change. His argument is notable both for presenting an approach to qualitative reasoning in which analogical reasoning and learning play crucial roles and for marshaling a wide variety of evidence, including the performance of AI systems. Cognitive scientists will find Forbus's account of qualitative representations illuminating; AI scientists will value Forbus's new approach to qualitative representations and the overview he offers.


Qualitative Representations Related Books

Representations of Scientific Rationality
Language: en
Pages: 432
Authors: Andoni Ibarra
Categories: Business & Economics
Type: BOOK - Published: 2023-03-13 - Publisher: BRILL

DOWNLOAD EBOOK

Qualitative Research in Action
Language: en
Pages: 420
Authors: Tim May
Categories: Reference
Type: BOOK - Published: 2002-04-22 - Publisher: SAGE

DOWNLOAD EBOOK

Rather than being a how-to book, this volume examines the ideas and practices of qualitative research in terms of their applicability for an understanding and e
Additive and Polynomial Representations
Language: en
Pages: 626
Authors: David H. Krantz
Categories: Mathematics
Type: BOOK - Published: 2006-12-01 - Publisher: Courier Corporation

DOWNLOAD EBOOK

All of the sciences — physical, biological, and social — have a need for quantitative measurement. This influential series, Foundations of Measurement, esta
SAGE Qualitative Research Methods
Language: en
Pages: 1617
Authors: Paul Atkinson
Categories: Social Science
Type: BOOK - Published: 2010-11-17 - Publisher: SAGE

DOWNLOAD EBOOK

SAGE has been a major force shaping the field of qualitative methods, not just in its specialist methods journals like Qualitative Inquiry but in the ′empiric
Data Collection
Language: en
Pages: 250
Authors: Wendy Olsen
Categories: Social Science
Type: BOOK - Published: 2011-11-04 - Publisher: SAGE

DOWNLOAD EBOOK

This innovative book provides students and researchers alike with an indispensible introduction to the key theoretical issues and practical methods needed for d