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Author: Ashwin Ram Publisher: MIT Press ISBN: 9780262181655 Category : Computers Languages : en Pages : 548
Book Description
Brings together a diversity of research on goal-driven learning to establish a broad, interdisciplinary framework that describes the goal-driven learning process. In cognitive science, artificial intelligence, psychology, and education, a growing body of research supports the view that the learning process is strongly influenced by the learner's goals. The fundamental tenet of goal-driven learning is that learning is largely an active and strategic process in which the learner, human or machine, attempts to identify and satisfy its information needs in the context of its tasks and goals, its prior knowledge, its capabilities, and environmental opportunities for learning. This book brings together a diversity of research on goal-driven learning to establish a broad, interdisciplinary framework that describes the goal-driven learning process. It collects and solidifies existing results on this important issue in machine and human learning and presents a theoretical framework for future investigations. The book opens with an an overview of goal-driven learning research and computational and cognitive models of the goal-driven learning process. This introduction is followed by a collection of fourteen recent research articles addressing fundamental issues of the field, including psychological and functional arguments for modeling learning as a deliberative, planful process; experimental evaluation of the benefits of utility-based analysis to guide decisions about what to learn; case studies of computational models in which learning is driven by reasoning about learning goals; psychological evidence for human goal-driven learning; and the ramifications of goal-driven learning in educational contexts. The second part of the book presents six position papers reflecting ongoing research and current issues in goal-driven learning. Issues discussed include methods for pursuing psychological studies of goal-driven learning, frameworks for the design of active and multistrategy learning systems, and methods for selecting and balancing the goals that drive learning. A Bradford Book
Author: Ashwin Ram Publisher: MIT Press ISBN: 9780262181655 Category : Computers Languages : en Pages : 548
Book Description
Brings together a diversity of research on goal-driven learning to establish a broad, interdisciplinary framework that describes the goal-driven learning process. In cognitive science, artificial intelligence, psychology, and education, a growing body of research supports the view that the learning process is strongly influenced by the learner's goals. The fundamental tenet of goal-driven learning is that learning is largely an active and strategic process in which the learner, human or machine, attempts to identify and satisfy its information needs in the context of its tasks and goals, its prior knowledge, its capabilities, and environmental opportunities for learning. This book brings together a diversity of research on goal-driven learning to establish a broad, interdisciplinary framework that describes the goal-driven learning process. It collects and solidifies existing results on this important issue in machine and human learning and presents a theoretical framework for future investigations. The book opens with an an overview of goal-driven learning research and computational and cognitive models of the goal-driven learning process. This introduction is followed by a collection of fourteen recent research articles addressing fundamental issues of the field, including psychological and functional arguments for modeling learning as a deliberative, planful process; experimental evaluation of the benefits of utility-based analysis to guide decisions about what to learn; case studies of computational models in which learning is driven by reasoning about learning goals; psychological evidence for human goal-driven learning; and the ramifications of goal-driven learning in educational contexts. The second part of the book presents six position papers reflecting ongoing research and current issues in goal-driven learning. Issues discussed include methods for pursuing psychological studies of goal-driven learning, frameworks for the design of active and multistrategy learning systems, and methods for selecting and balancing the goals that drive learning. A Bradford Book
Author: Huey T. Chen Publisher: SAGE Publications ISBN: 1452252440 Category : Social Science Languages : en Pages : 331
Book Description
With the publication of Theory-Driven Evaluations, Huey-Tsyh Chen has given us an ambitious volume. . . . Indeed, it is the aspiration of this book to provide a conceptual framework that integrates the diverse approaches and paradigms of evaluation. For those of us accustomed to the rhetoric of the paradigm wars that have been raging in recent years, it is refreshing to find a text that works so assiduously at reconciliation. . . . There is much that is useful in Chen′s analysis. He gives us a full and thoughtful book that attempts no less than the construction of a conceptual framework for all of program evaluation. . . . It provides an impressive compendium of source material and references spanning not only evaluation, but related work in economics and public policy (this alone is worth the price of the book). . . . Chen′s Theory-Driven Evaluations provides a stimulating, even heroic attempt to bring some conceptual integration to a field that has been too long dominated by methodological paradigms and procedural particulars. --a prepublication review for Evaluation and Program Planning "Generous use of examples which are well selected and lucidly summarized." --Contemporary Sociology "Chen introduces a new, comprehensive framework for program evaluation that is designed to bridge the gap between method and theory-oriented perspectives. . . . For program planners, decision makers, scholars, and students, this volume clarifies, illuminates and provides unique insights into the conception, construction and implementation of a wide range of programs. . . . The research examples used in the discussion draw upon various areas, such as education, welfare, health, criminal justice, job training [and] family construction to attract a wider audience." --Journal of Applied Rehabilitation Counseling Program evaluation has traditionally emphasized the application of social science research methods in evaluation activities. However, there is a growing awareness that program theory is vital for broadening the scope and enhancing the usefulness of program evaluation. In Theory-Driven Evaluations, Huey-Tsyh Chen introduces a new, comprehensive framework for program evaluation that is designed to bridge the gap between the method- and theory-oriented perspectives. He provides an intensive discussion of the nature and functions of program theory, approaches to constructing program theories, and the integration of program theory with evaluation processes. Specific types of theory-driven evaluations, as well as principles and guidelines for application are developed for meeting different policy purposes. Application of systematic strategies is illustrated by concrete examples from a variety of evaluation studies in different fields. The presentation of this new perspective directly addresses the needs and concerns in both the professional and applied areas of program evaluation. For program planners, decisionmakers, scholars and students, this volume will clarify, illuminate, and provide unique insights into the conception, construction, and implementation of a wide range of programs.
Author: National Academies of Sciences, Engineering, and Medicine Publisher: National Academies Press ISBN: 0309377528 Category : Science Languages : en Pages : 169
Book Description
Chemistry plays a critical role in daily life, impacting areas such as medicine and health, consumer products, energy production, the ecosystem, and many other areas. Communicating about chemistry in informal environments has the potential to raise public interest and understanding of chemistry around the world. However, the chemistry community lacks a cohesive, evidence-based guide for designing effective communication activities. This report is organized into two sections. Part A: The Evidence Base for Enhanced Communication summarizes evidence from communications, informal learning, and chemistry education on effective practices to communicate with and engage publics outside of the classroom; presents a framework for the design of chemistry communication activities; and identifies key areas for future research. Part B: Communicating Chemistry: A Framework for Sharing Science is a practical guide intended for any chemists to use in the design, implementation, and evaluation of their public communication efforts.
Author: Ph.D., John C. Munson Publisher: CRC Press ISBN: 020301118X Category : Computers Languages : en Pages : 466
Book Description
The product of many years of practical experience and research in the software measurement business, this technical reference helps you select what metrics to collect, how to convert measurement data to management information, and provides the statistics necessary to perform these conversions. The author explains how to manage software development
Author: Huey-Tsyh Chen Publisher: SAGE ISBN: 9780803958999 Category : Social Science Languages : en Pages : 336
Book Description
A new, comprehensive framework for programme evaluation designed to bridge the gap between the method- and theory-oriented perspectives, is presented in this book, newly available in paper. Chen provides an intensive discussion of the nature and functions of programme theory, approaches to constructing programme theories, and the integration of programme theory with evaluation processes. Specific types of theory-driven evaluations, as well as principles and guidelines for application, are developed for meeting different policy purposes. Application of systematic strategies is illustrated by concrete examples from a variety of evaluation studies in different fields.
Author: Susan P. Giancola Publisher: SAGE Publications ISBN: 1506357431 Category : Education Languages : en Pages : 433
Book Description
"An Introduction to Program Evaluation: Embedding Evaluation into Program Design and Development provides an overview of fundamental concepts in evaluation theory and practice, with an emphasis on an embedded approach, where evaluation is an explicit part of a program, leading to the refinement of the program. Students will learn how to conduct effective evaluations that foster continual improvement and enable data-based decision making. Rigorous yet practical, this book provides students with both the theoretical understanding and the practical tools to conduct effective evaluations. Sue Giancola's clear language and presentation style make the book's concepts accessible to students, and opportunities in each chapter for self-review and application offer ample practice"--
Author: Reinhard Stockmann Publisher: Edward Elgar Publishing ISBN: 1035321483 Category : Social Science Languages : en Pages : 421
Book Description
In this Handbook, Reinhard Stockmann and other esteemed experts in the field provide a systematic and comprehensive exploration into the planning, process, implementation and utilisation of evaluations. Covering the process and individual steps of evaluation in detail, in chronological order and in terms of practical application, it identifies the characteristics and standards that distinguish a professionally and competently conducted evaluation.
Author: Verónica Dahl Publisher: Springer ISBN: 3540746102 Category : Computers Languages : en Pages : 482
Book Description
This book contains the refereed proceedings of the 23rd International Conference on Logic Programming, ICLP 2007, held in Porto, Portugal. The 22 revised full papers together with two invited talks, 15 poster presentations, and the abstracts of five doctoral consortium articles cover all issues of current research in logic programming, including theory, functional and constraint logic programming, program analysis, answer-set programming, semantics, and applications.
Author: Uranchimeg Tudevdagva Publisher: Springer Nature ISBN: 3030448061 Category : Technology & Engineering Languages : en Pages : 99
Book Description
This book introduces a new branch of evaluation theory, where evaluation and score calculation is embedded into general measure theory, as is typical in geometry, probability theory and reliability theory. The author describes the theoretical background of new evaluation model for complex processes, where interests of involved groups are considered as multi-players of evaluation process. Readers will learn how the logical structure of a process/system can be included into an evaluation. The author applies these techniques not only to the visualization of evaluation goals, but also the designed logical structure becomes the basis for calculation of evaluation scores. Various examples are provides to demonstrate the implementation of the methods.
Author: Ashwin Ram
Author: Ashwin Ram
Author: Huey T. Chen
Author: National Academies of Sciences, Engineering, and Medicine
Author: Ph.D., John C. Munson
Author: Huey-Tsyh Chen
Author: Susan P. Giancola
Author: Reinhard Stockmann
Author: Reinhard Stockmann
Author: Verónica Dahl
Author: Uranchimeg Tudevdagva