Scientific Discovery

Scientific Discovery PDF

Author: Pat Langley

Publisher: MIT Press

Published: 1987

Total Pages: 374

ISBN-13: 9780262620529

DOWNLOAD EBOOK →

Scientific discovery is often regarded as romantic and creative--and hence unanalyzable--whereas the everyday process of verifying discoveries is sober and more suited to analysis. Yet this fascinating exploration of how scientific work proceeds argues that however sudden the moment of discovery may seem, the discovery process can be described and modeled. Using the methods and concepts of contemporary information-processing psychology (or cognitive science) the authors develop a series of artificial-intelligence programs that can simulate the human thought processes used to discover scientific laws. The programs--BACON, DALTON, GLAUBER, and STAHL--are all largely data-driven, that is, when presented with series of chemical or physical measurements they search for uniformities and linking elements, generating and checking hypotheses and creating new concepts as they go along. Scientific Discovery examines the nature of scientific research and reviews the arguments for and against a normative theory of discovery; describes the evolution of the BACON programs, which discover quantitative empirical laws and invent new concepts; presents programs that discover laws in qualitative and quantitative data; and ties the results together, suggesting how a combined and extended program might find research problems, invent new instruments, and invent appropriate problem representations. Numerous prominent historical examples of discoveries from physics and chemistry are used as tests for the programs and anchor the discussion concretely in the history of science.

The Logic of Scientific Discovery

The Logic of Scientific Discovery PDF

Author: Karl Popper

Publisher: Routledge

Published: 2005-11-04

Total Pages: 545

ISBN-13: 1134470029

DOWNLOAD EBOOK →

Described by the philosopher A.J. Ayer as a work of 'great originality and power', this book revolutionized contemporary thinking on science and knowledge. Ideas such as the now legendary doctrine of 'falsificationism' electrified the scientific community, influencing even working scientists, as well as post-war philosophy. This astonishing work ranks alongside The Open Society and Its Enemies as one of Popper's most enduring books and contains insights and arguments that demand to be read to this day.

Scientific Discovery in the Social Sciences

Scientific Discovery in the Social Sciences PDF

Author: Mark Addis

Publisher: Springer Nature

Published: 2019-09-12

Total Pages: 192

ISBN-13: 3030237699

DOWNLOAD EBOOK →

This volume offers selected papers exploring issues arising from scientific discovery in the social sciences. It features a range of disciplines including behavioural sciences, computer science, finance, and statistics with an emphasis on philosophy. The first of the three parts examines methods of social scientific discovery. Chapters investigate the nature of causal analysis, philosophical issues around scale development in behavioural science research, imagination in social scientific practice, and relationships between paradigms of inquiry and scientific fraud. The next part considers the practice of social science discovery. Chapters discuss the lack of genuine scientific discovery in finance where hypotheses concern the cheapness of securities, the logic of scientific discovery in macroeconomics, and the nature of that what discovery with the Solidarity movement as a case study. The final part covers formalising theories in social science. Chapters analyse the abstract model theory of institutions as a way of representing the structure of scientific theories, the semi-automatic generation of cognitive science theories, and computational process models in the social sciences. The volume offers a unique perspective on scientific discovery in the social sciences. It will engage scholars and students with a multidisciplinary interest in the philosophy of science and social science.

Reinventing Discovery

Reinventing Discovery PDF

Author: Michael Nielsen

Publisher: Princeton University Press

Published: 2020-04-07

Total Pages: 272

ISBN-13: 0691202842

DOWNLOAD EBOOK →

"Reinventing Discovery argues that we are in the early days of the most dramatic change in how science is done in more than 300 years. This change is being driven by new online tools, which are transforming and radically accelerating scientific discovery"--

Scientific Discovery, Logic, and Rationality

Scientific Discovery, Logic, and Rationality PDF

Author: Thomas Nickles

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 389

ISBN-13: 9400989865

DOWNLOAD EBOOK →

It is fast becoming a cliche that scientific discovery is being rediscovered. For two philosophical generations (that of the Founders and that of the Followers of the logical positivist and logical empiricist movements), discovery had been consigned to the domain of the intractable, the ineffable, the inscrutable. The philosophy of science was focused on the so-called context of justification as its proper domain. More recently, as the exclusivity of the logical reconstruc tion program in philosophy of science came under question, and as the critique of justification developed within the framework of logical and epistemological analysis, the old question of scientific discovery, which had been put on the back burner, began to emerge once again. Emphasis on the relation of the history of science to the philosophy of science, and attention to the question of theory change and theory replacement, also served to legitimate a new concern with the origins of scientific change to be found within discovery and invention. How welcome then to see what a wide range of issues and what a broad representation of philosophers and historians of science have been brought together in the present two volumes of the Boston Studies in the Philosophy of Science! For what these volumes achieve, in effect, is the continuation of a tradition which had once been strong in the philosophy of science - namely, that tradition which addressed the question of scientific discovery as a central question in the understanding of science.

The Scientists: An Epic of Discovery

The Scientists: An Epic of Discovery PDF

Author: Andrew Robinson

Publisher: Thames & Hudson

Published: 2023-04-25

Total Pages: 348

ISBN-13: 0500778132

DOWNLOAD EBOOK →

An intriguing and illuminating read for science buffs, those fascinated by the lives and minds of great men and women, and anyone curious about how we came to understand the physical world The ideas, experiments, and inventions of great scientists have revolutionized our understanding of the world around us. Theories, discoveries, and technologies—from relativity, the genetic code, and the periodic table to synthetic drugs, nuclear weapons, and brain scans—have transformed the physical world and our lives. Copernicus, Crick, Watson, Galileo, Marie Curie: these are some of the forty pioneers behind modern science whose stories are explored here. The scientists come from around the globe and represent multiple nationalities—American, English, German, French, Dutch, Czech, Indian, Japanese, and more. Often unorthodox thinkers, they frequently had to struggle against hostile contemporaries to gain recognition for their ideas and discoveries. All the major scientific disciplines are covered, including astronomy, biology, biochemistry, chemistry, computing, ecology, geology, medicine, neurology, physics, and psychology, as well as mathematics.

Exploring Science

Exploring Science PDF

Author: David Klahr

Publisher: MIT Press

Published: 2000

Total Pages: 260

ISBN-13: 9780262611763

DOWNLOAD EBOOK →

David Klahr suggests that we now know enough about cognition--and hence about everyday thinking--to advance our understanding of scientific thinking.

Scientific Discovery: Case Studies

Scientific Discovery: Case Studies PDF

Author: Thomas Nickles

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 398

ISBN-13: 9400990154

DOWNLOAD EBOOK →

The history of science is articulated by moments of discovery. Yet, these 'moments' are not simple or isolated events in science. Just as a scientific discovery illuminates our understanding of nature or of society, and reveals new connections among phenomena, so too does the history of scientific activity and the analysis of scientific reasoning illuminate the processes which give rise to moments of discovery and the complex network of consequences which follow upon such moments. Understanding discovery has not been, until recently, a major concern of modem philosophy of science. Whether the act of discoyery was regarded as mysterious and inexplicable, or obvious and in no need of explanation, modem philosophy of science in effect bracketed the question. It concentrated instead on the logic of scientific explanation or on the issues of validation or justification of scientific theories or laws. The recent revival of interest in the context of discovery, indeed in the acts of discovery, on the part of philosophers and historians of science, represents no one particular method'ological or philosophical orientation. It proceeds as much from an empiricist and analytical approach as from a sociological or historical one; from considerations of the logic of science as much as from the alogical or extralogical contexts of scientific tho'¢tt and practice. But, in general, this new interest focuses sharply on the actual historical and contem porary cases of scientific discovery, and on an examination of the act or moment of discovery in situ.