Models of Discovery and Creativity


Book Description

Since the origin of the modern sciences, our views on discovery and creativity had a remarkable history. Originally, discovery was seen as an integral part of methodology and the logic of discovery as algorithmic or nearly algorithmic. During the nineteenth century, conceptions in line with romanticism led to the famous opposition between the context of discovery and the context of justification, culminating in a view that banned discovery from methodology. The revival of the methodological investigation of discovery, which started some thirty years ago, derived its major impetus from historical and sociological studies of the sciences and from developments within cognitive psychology and artificial intelligence. Today, a large majority of philosophers of science agrees that the classical conception as well as the romantic conception are mistaken. Against the classical conception, it is generally accepted that truly novel discoveries are not the result of simply applying some standardized procedure. Against the romantic conception, it is rejected that discoveries are produced by unstructured flashes of insight. An especially important result of the contemporary study concerns the availability of (descriptive and normative) models for explaining discoveries and creative processes. Descriptive models mainly aim at explaining the origin of novel products; normative models moreover address the question how rational researchers should proceed when confronted with problems for which a standard procedure is missing. The present book provides an overview of these models and of the important changes they induced within methodology. As appears from several papers, the methodological study of discovery and creativity led to profound changes in our conceptions of justification and acceptance, of rationality, of scientific change, and of conceptual change. The book contains contributions from both historians and philosophers of science. All of them, however, are methodological in the contemporary sense of the term. The central values of this methodology are empirical accurateness, clarity and precision, and rationality. The different contributions realize these values by their interdisciplinary nature. Some philosophically oriented papers rely on historical case studies and results from the cognitive sciences, others on recent results from the computer sciences and/or non-standard logics. The historically oriented papers address central philosophical questions and hypotheses.




Real-World Evidence Generation and Evaluation of Therapeutics


Book Description

The volume and complexity of information about individual patients is greatly increasing with use of electronic records and personal devices. Potential effects on medical product development in the context of this wealth of real-world data could be numerous and varied, ranging from the ability to determine both large-scale and patient-specific effects of treatments to the ability to assess how therapeutics affect patients' lives through measurement of lifestyle changes. In October 2016, the National Academies of Sciences, Engineering, and Medicine held a workshop to facilitate dialogue among stakeholders about the opportunities and challenges for incorporating real-world evidence into all stages in the process for the generation and evaluation of therapeutics. Participants explored unmet stakeholder needs and opportunities to generate new kinds of evidence that meet those needs. This publication summarizes the presentations and discussions from the workshop.




Discovery Tools: The Next Generation of Library Research


Book Description

Discovery tools are now becoming more common in the academic library landscape, and more products are now available from vendors. While librarians are advocating and promoting their use by students and faculty, they are also evaluating their searching capabilities, their usefulness, and on-going maintenance requirements. This work is geared to librarians considering the implementation of a discovery tool. As a result, it addresses the selection and implementation of such a tool, its relationship to information literacy and catalog maintenance, usability testing, and assessment. Issues such as database and catalog searching and the quality of searching queries are also addressed. A comprehensive review of the literature serves as a valuable resource. Librarians will appreciate the highly practical nature of the volume as it is enriched by a number of varied case studies. This book was published as a special triple issue of College & Undergraduate Libraries.




Cereal Biotechnology


Book Description

The application of biotechnology to food processing has been one of the most important and controversial recent developments in the food industry. With this in mind, Cereal Biotechnology analyzes the practice, potential benefits, and risks of using genetic techniques in cereal processing. This major new text provides both plant molecular biologists and those in the cereal processing industries with a comprehensive overview of the subject.




Enhancing Building Performance


Book Description

Building Performance Evaluation (BPE) informs and enhances the usability and sustainability of building designs with lessons learned from evaluation of building performance throughout the building life cycle, from initial planning through occupancy to adaptive re-use. A key feature of BPE is that it examines design and technical performance of buildings alongside human performance criteria. That is, it seeks to examine facilities in order to determine whether they will work for the people that will use and occupy them. Rigorous BPE helps to improve design practice by providing feedback on the effectiveness of the choices made about the building to ensure that its design is optimised for stakeholders’ uses. The overarching theme for Enhancing Building Performance is to present the next generation of BPE work. The book provides an updated systematic approach for BPE as well as chapters written by experts from around the world who demonstrate how to apply BPE to enhance building design. Topics covered include: evidence-based and integrative design processes, evaluation methods and tools, and education and knowledge transfer. In addition, case studies provide specific examples of how BPE has been used to study such things as the impact of workplace design on human productivity and innovation. Written primarily for design professionals and facility managers who wish to use BPE to deliver improved building performance that is responsive to the needs of stakeholders, Enhancing Building Performance will also be of great value to researchers and students across a range of architecture and construction disciplines.




Business Modeling and Data Mining


Book Description

Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. · Teaches how to discover, construct and refine models that are useful in business situations· Teaches how to design, discover and develop the data necessary for mining · Provides a practical approach to mining data for all business situations· Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data· Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools.




Research in Education


Book Description




The Oxford Handbook of Program Design and Implementation Evaluation


Book Description

"This handbook brings together evaluation approaches relevant across the program life cycle, starting from program design, to implementation, and ultimately to the scaling up of successful interventions. It fills a gap in available publications, which are predominantly focused on impact evaluations and inadequately grounded in methods that can address why programs succeed or fail as well as their potential to contribute to broader and more systemic change. This chapter starts by setting the context and describes key questions relevant to each stage of the program lifecycle. The second section highlights four cross-cutting consideration that social programs today must confront including: (1) ensuring culturally responsive and equitable evaluations, (2) the decolonization of evaluation practices, (3) adapting to the COVID-19 pandemic and other global health crises, and (4) understanding the impact of climate change on social programs. The last section describes how this handbook can be used and highlights relevant evaluation topics and case studies covered in each section of the handbook"--




Teaching and Learning Strategies


Book Description

Teaching and Learning Strategies is a practical guide for pre-service teachers who know and understand the content of the curriculum and are looking for additional tools to teach it effectively. This book will help students to develop a comprehensive knowledge of teaching and learning strategies, which is essential in ensuring lessons are effective and lead to successful outcomes. The text outlines a variety of teaching strategies that can be used to facilitate classroom learning and engagement. Strategies and methods covered include discovery learning, experiments, demonstrations, the use of questioning, the facilitation of discussion and the effective provision of feedback. Teachers will be able to integrate the strategies in this book with any content area and any age group or activity level. Teaching and Learning Strategies is a useful resource for teachers during the practicum component of their course and throughout their teaching career.