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Scientific Collaboration and Collective Knowledge
Current scientific research almost always requires collaboration among several (if not several hundred) specialized researchers. When scientists co-author a journal article, who deserves credit for discoveries or blame for errors? How should scientific institutions promote fruitful collaborations among scientists? In this work, leading philosophers of science address these critical questions
Reliable Reasoning
The implications for philosophy and cognitive science of developments in statistical learning theory. In Reliable Reasoning, Gilbert Harman and Sanjeev Kulkarni—a philosopher and an engineer—argue that philosophy and cognitive science can benefit from statistical learning theory (SLT), the theory that lies behind recent advances in machine learning. The philosophical problem of induction, for example, is in part about the reliability of inductive reasoning, where the reliability of a method is measured by its statistically expected percentage of errors—a central topic in SLT. After discussing philosophical attempts to evade the problem of induction, Harman and Kulkarni provide an admirably clear account of the basic framework of SLT and its implications for inductive reasoning. They explain the Vapnik-Chervonenkis (VC) dimension of a set of hypotheses and distinguish two kinds of inductive reasoning. The authors discuss various topics in machine learning, including nearest-neighbor methods, neural networks, and support vector machines. Finally, they describe transductive reasoning and suggest possible new models of human reasoning suggested by developments in SLT.
Statistical Inference as Severe Testing
Unlock today's statistical controversies and irreproducible results by viewing statistics as probing and controlling errors.
Fundamentals of Bayesian Epistemology 1
'Fundamentals of Bayesian Epistemology' provides an accessible introduction to the key concepts and principles of the Bayesian formalism. This volume introduces degrees of belief as a concept in epistemology and the rules for updating degrees of belief derived from Bayesian principles.--
Applied Epistemology
Applied epistemology brings the tools of contemporary epistemology to bear on particular issues of social concern. While the field of social epistemology has flourished in recent years, there has been far less work on how theories of knowledge, justification, and evidence may be applied to concrete questions, especially those of ethical and political significance. This volume fills this gap in the current literature by bringing together leading philosophers in a broad range of areas in applied epistemology. The potential topics in applied epistemology are many and diverse, and this volume focuses on seven central issues, some of which are general while others are far more specific: epistemol...
Learning from Our Mistakes
In Learning from Our Mistakes: Epistemology for the Real World, William J. Talbott provides a new framework for understanding the history of Western epistemology and uses it to propose a new way of understanding rational belief that can be applied to pressing social and political issues. Thisframework is used to articulate a new theory of prejudice and a new diagnosis of the sources of inequity in the U.S. criminal justice system, as well as insight into the proliferation of tribal and fascist epistemologies based on alt-facts and alt-truth.Talbott's new model of rational belief is not a model of a theorem prover in mathematics - It is a model of a good learner. Being a good learner requires...
Unifying the Mind
A novel proposal that the unified nature of our cognition can be partially explained by a cognitive architecture based on graphical models. Our ordinary, everyday thinking requires an astonishing range of cognitive activities, yet our cognition seems to take place seamlessly. We move between cognitive processes with ease, and different types of cognition seem to share information readily. In this book, David Danks proposes a novel cognitive architecture that can partially explain two aspects of human cognition: its relatively integrated nature and our effortless ability to focus on the relevant factors in any particular situation. Danks argues that both of these features of cognition are nat...
Artistic Research in Performance through Collaboration
This volume explores the issue of collaboration: an issue at the centre of Performance Arts Research. It is explored here through the different practices in music, dance, drama, fine art, installation art, digital media or other performance arts. Collaborative processes are seen to develop as it occurs between academic researchers in the creative arts and professional practitioners in commercial organisations in the creative arts industries (and beyond), as well as focusing attention and understanding on the tacit/implicit dimensions of working across different media.
Compassionate Moral Realism
Colin Marshall offers a ground-up defense of objective morality, drawing inspiration from a wide range of philosophers, including John Locke, Arthur Schopenhauer, Iris Murdoch, Nel Noddings, and David Lewis. Marshall's core claim is compassion is our capacity to perceive other creatures' pains, pleasures, and desires. Non-compassionate people are therefore perceptually lacking, regardless of how much factual knowledge they might have. Marshall argues that people who do have this form of compassion thereby fit a familiar paradigm of moral goodness. His argument involves the identification of an epistemic good which Marshall dubs "being in touch". To be in touch with some property of a thing r...
Curiosity as an Epistemic Virtue
This book explores curiosity from a normative epistemological viewpoint. Taking into account recent developments in the psychology of curiosity, as well as research on the nature and motivation of scientific inquiry, Miščević identifies curiosity as a positive and vital character trait. Key topics covered include: · Curiosity as a subject in the history of philosophy · Curiosity as a possible ethical virtue · The importance of curiosity about oneself · Whether curiosity is good in itself or only as a means to an end (e.g. in the pursuit of truth). The book begins with a brief historical overview, before turning to the nature of curiosity from both a psychological and philosophical viewpoint. Curiosity is revealed as a crucial instrument in the advancement of science and wisdom, as well as within the wider picture of meaningful human life. Miščević skilfully defends the idea that curiosity motivates and organises our cognitive abilities, playing the central role in our cognitive lives.
