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The fundamental question of whether, or in what sense, science informs us about the real world has pervaded the history of thought since antiquity. Is what science tells us about the world determined unambiguously by facts, or does the content of any scientific theory in some way depend on the human condition? "Sokal's hoax" attacked the mere seriousness of post-modern views of science and shifted this controversial debate to a new level, which very quickly came to be known as "Science Wars."

"Knowledge and the World" examines and reviews the broad range of...

In The Challenge of the Social and the Pressure of Practice, philosophers, sociologists, and historians of science offer a multidisciplinary view of the complex interrelationships of values in science and society in both contemporary and historic contexts. They analyze the impact of commercialization and politicization on epistemic aspirations, and, conversely, the ethical dilemmas raised by "practically relevant" science in today's society. For example, much scientific research over the past quarter century has been guided by the financing that supports it. What effect has this...

The fundamental question whether, or in which sense, science informs us about the real world has pervaded the history of thought since antiquity. Is what science tells us about the world determined unambiguously by facts or does the content of any scientific theory in some way depend on the human condition? "Sokals hoax" added a new dimension to this controversial debate, which very quickly came to been known as "Science Wars." "Knowledge and the World" examines and reviews the broad range of philosophical positions on this issue, stretching from realism to relativism, to expound the...

Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that allows systems to become more effective through experience.

This book discusses several approaches to obtaining knowledge concerning the...