History is both an academic discipline and a school subject. As a discipline, it fosters a systematic way of discovering and evaluating the events of the past. As a school subject, American history is a staple of middle grades and high school curricula in the United States. In higher education, it is part of the liberal arts education tradition. Its role in school learning provides a context for our approach to history as a topic of learning. In reading history, students engage in cognitive processes of learning, text processing, and reasoning. This volume touches on each of these cognitive problems -- centered on an in-depth study of college students' text learning and extended to broader issues of text understanding, the cognitive structures that enable learning of history, and reasoning about historical problems. Slated to occupy a distinctive place in the literature on human cognition, this volume combines at least three key features in a unique examination of the course of learning and reasoning in one academic domain -- history. The authors draw theory and analysis of text understanding from cognitive science; and focus on multiple "natural" texts of extended length rather than laboratory texts as well as multiple and extended realistic learning situations. The research demonstrates that history stories can be described by causal-temporal event models and that these models capture the learning achieved by students. This text establishes that history learning includes learning a story, but does not assume that story learning is all there is in history. It shows a growth in students' reasoning about the story and a linkage -- developed over time and with study -- between learning and reasoning. It then illustrates that students can be exceedingly malleable in their opinions about controversial questions -- and generally quite influenced by the texts they read. And it presents patterns of learning and reasoning within and between individuals as well as within the group of students as a whole. By examining students' ability to use historical documents, this volume goes beyond story learning into the problem of document-based reasoning. The authors show not just that history is a story from the learner's point of view, but also that students can develop a certain expertise in the use of documents in reasoning.

There are many reasons to be curious about the way people learn, and the past several decades have seen an explosion of research that has important implications for individual learning, schooling, workforce training, and policy. In 2000, How People Learn: Brain, Mind, Experience, and School: Expanded Edition was published and its influence has been wide and deep. The report summarized insights on the nature of learning in school-aged children; described principles for the design of effective learning environments; and provided examples of how that could be implemented in the classroom. Since then, researchers have continued to investigate the nature of learning and have generated new findings related to the neurological processes involved in learning, individual and cultural variability related to learning, and educational technologies. In addition to expanding scientific understanding of the mechanisms of learning and how the brain adapts throughout the lifespan, there have been important discoveries about influences on learning, particularly sociocultural factors and the structure of learning environments. How People Learn II: Learners, Contexts, and Cultures provides a much-needed update incorporating insights gained from this research over the past decade. The book expands on the foundation laid out in the 2000 report and takes an in-depth look at the constellation of influences that affect individual learning. How People Learn II will become an indispensable resource to understand learning throughout the lifespan for educators of students and adults.

A comprehensive review of the research literature on history education with contributions from international experts The Wiley International Handbook of History Teaching and Learning draws on contributions from an international panel of experts. Their writings explore the growth the field has experienced in the past three decades and offer observations on challenges and opportunities for the future. The contributors represent a wide range of pioneering, established, and promising new scholars with diverse perspectives on history education. Comprehensive in scope, the contributions cover major themes and issues in history education including: policy, research, and societal contexts; conceptual constructs of history education; ideologies, identities, and group experiences in history education; practices and learning; historical literacies: texts, media, and social spaces; and consensus and dissent. This vital resource: Contains original writings by more than 40 scholars from seven countries Identifies major themes and issues shaping history education today Highlights history education as a distinct field of scholarly inquiry and academic practice Presents an authoritative survey of where the field has been and offers a view of what the future may hold Written for scholars and students of education as well as history teachers with an interest in the current issues in their field, The Wiley International Handbook of History Teaching and Learning is a comprehensive handbook that explores the increasingly global field of history education as it has evolved to the present day.

Case-based reasoning is one of the fastest growing areas in the field of knowledge-based systems and this book, authored by a leader in the field, is the first comprehensive text on the subject. Case-based reasoning systems are systems that store information about situations in their memory. As new problems arise, similar situations are searched out to help solve these problems. Problems are understood and inferences are made by finding the closest cases in memory, comparing and contrasting the problem with those cases, making inferences based on those comparisons, and asking questions when inferences can't be made. This book presents the state of the art in case-based reasoning. The author synthesizes and analyzes a broad range of approaches, with special emphasis on applying case-based reasoning to complex real-world problem-solving tasks such as medical diagnosis, design, conflict resolution, and planning. The author's approach combines cognitive science and engineering, and is based on analysis of both expert and common-sense tasks. Guidelines for building case-based expert systems are provided, such as how to represent knowledge in cases, how to index cases for accessibility, how to implement retrieval processes for efficiency, and how to adapt old solutions to fit new situations. This book is an excellent text for courses and tutorials on case-based reasoning. It is also a useful resource for computer professionals and cognitive scientists interested in learning more about this fast-growing field.

This book is open access under a CC BY 4.0 license. This volume describes and explains the educational method of Case-Based Clinical Reasoning (CBCR) used successfully in medical schools to prepare students to think like doctors before they enter the clinical arena and become engaged in patient care. Although this approach poses the paradoxical problem of a lack of clinical experience that is so essential for building proficiency in clinical reasoning, CBCR is built on the premise that solving clinical problems involves the ability to reason about disease processes. This requires knowledge of anatomy and the working and pathology of organ systems, as well as the ability to regard patient problems as patterns and compare them with instances of illness scripts of patients the clinician has seen in the past and stored in memory. CBCR stimulates the development of early, rudimentary illness scripts through elaboration and systematic discussion of the courses of action from the initial presentation of the patient to the final steps of clinical management. The book combines general backgrounds of clinical reasoning education and assessment with a detailed elaboration of the CBCR method for application in any medical curriculum, either as a mandatory or as an elective course. It consists of three parts: a general introduction to clinical reasoning education, application of the CBCR method, and cases that can used by educators to try out this method.

Building on the foundation set in Volume I—a landmark synthesis of research in the field—Volume II is a comprehensive, state-of-the-art new volume highlighting new and emerging research perspectives. The contributors, all experts in their research areas, represent the international and gender diversity in the science education research community. The volume is organized around six themes: theory and methods of science education research; science learning; culture, gender, and society and science learning; science teaching; curriculum and assessment in science; science teacher education. Each chapter presents an integrative review of the research on the topic it addresses—pulling together the existing research, working to understand the historical trends and patterns in that body of scholarship, describing how the issue is conceptualized within the literature, how methods and theories have shaped the outcomes of the research, and where the strengths, weaknesses, and gaps are in the literature. Providing guidance to science education faculty and graduate students and leading to new insights and directions for future research, the Handbook of Research on Science Education, Volume II is an essential resource for the entire science education community.

As new technologies and professional profiles emerge, traditional education paradigms have to be adapted to new scenarios, creating favorable conditions for promoting transversal skills among students. Consequently, there is a growing demand for training in emergent skills to solve problems of different natures, distributive leadership competencies, empathy, ability to control emotions, etc. In this sense, one of the challenges that educators of all different educational levels and training contexts have to face is to foster these skills in their courses. To overcome these obstacles, innovative and disruptive methodologies, such as game-based learning activities like escape rooms, can be a great ally for teachers to work on transversal skills and specific knowledge at the same time. The Handbook of Research on Using Disruptive Methodologies and Game-Based Learning to Foster Transversal Skills gathers knowledge, skills, abilities, and capabilities on innovative and disruptive methodologies that can be applied in all educational levels to foster transversal skills. This publication contains different contributions focused on the description of innovative educational methods, processes, and tools that can be adopted by teachers to promote transversal skills such as creativity, critical thinking, decision-making, and entrepreneurial skills. This book is ideal for teachers, instructional designers, educational software developers, academics, professionals, students, and researchers working at all levels in the educational field and provides valuable background information to professionals who aim to overcome traditional paradigm obstacles and meet student needs by means of innovative and disruptive methodologies.

This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.

The nature of technology has changed since Artificial Intelligence in Education (AIED) was conceptualized as a research community and Interactive Learning Environments were initially developed.

Recent educational reform initiatives such as the Common Core State Standards (CCSS) largely fail to address the needs--or tap into the unique resources--of students who are developing literacy skills in both English and a home language. This book discusses ways to meet the challenges that current standards pose for teaching emergent bilingual students in grades K-8. Leading experts describe effective, standards-aligned instructional approaches and programs expressly developed to promote bilingual learners' academic vocabulary, comprehension, speaking, writing, and content learning. Innovative policy recommendations and professional development approaches are also presented.