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Machine discovery [electronic resource] / edited by Jan Żytkow.
Format
Book
Language
English
Published/Created
Dordrecht : Springer Science+Business Media, c1997.
Description
1 online resource (iv, 171-318 p.)
Details
Subject(s)
Computer simulation
[Browse]
Inventions
—
Psychological aspects
[Browse]
Problem solving
[Browse]
Intuition
[Browse]
Related name
Żytkow, Jan M.
[Browse]
Summary note
Human and machine discovery are gradual problem-solving processes of searching large problem spaces for incompletely defined goal objects. Research on problem solving has usually focused on searching an 'instance space' (empirical exploration) and a 'hypothesis space' (generation of theories). In scientific discovery, searching must often extend to other spaces as well: spaces of possible problems, of new or improved scientific instruments, of new problem representations, of new concepts, and others. This book focuses especially on the processes for finding new problem representations and new concepts, which are relatively new domains for research on discovery. Scientific discovery has usually been studied as an activity of individual investigators, but these individuals are positioned in a larger social structure of science, being linked by the 'blackboard' of open publication (as well as by direct collaboration). Even while an investigator is working alone, the process is strongly influenced by knowledge and skills stored in memory as a result of previous social interactions. In this sense, all research on discovery, including the investigations on individual processes discussed in this book, is social psychology, or even sociology.
Bibliographic references
Includes bibliographical references.
Other title(s)
Springer book archives.
ISBN
9789401721240 (electronic bk.)
9401721246 (electronic bk.)
OCLC
851371927
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Machine discovery / edited by Jan Żytkow.
id
99125218600706421