Models Of Understanding Text
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Models Of Understanding Text
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Author : Bruce K. Britton
language : en
Publisher: Psychology Press
Release Date : 2014-02-25
Models Of Understanding Text written by Bruce K. Britton and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-25 with Psychology categories.
What is text understanding? It is the dynamic process of constructing coherent representations and inferences at multiple levels of text and context, within the bottleneck of a limited-capacity working memory. The field of text and discourse has advanced to the point where researchers have developed sophisticated models of comprehension, and identified the particular assumptions that underlie comprehension mechanisms in precise analytical or mathematical detail. The models offer a priori predictions about thought and behavior, not merely ad hoc descriptions of data. Indeed, the field has evolved to a mature science. The contributors to this volume collectively cover the major models of comprehension in the field of text and discourse. Other books are either narrow -- covering only a single theoretical framework -- or do not focus on systematic modeling efforts. In addition, this book focuses on deep levels of understanding rather than language codes, syntax, and other shallower levels of text analysis. As such, it provides readers with up-to-date information on current psychological models specified in quantitative or analytical detail.
Models Of Understanding Text
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Author : Bruce K. Britton
language : en
Publisher: Psychology Press
Release Date : 1996
Models Of Understanding Text written by Bruce K. Britton and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Education categories.
First Published in 1995. Routledge is an imprint of Taylor & Francis, an informa company.
Working With Text And Around Text In Foreign Language Environments
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Author : Halina Chodkiewicz
language : en
Publisher: Springer
Release Date : 2016-06-28
Working With Text And Around Text In Foreign Language Environments written by Halina Chodkiewicz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-28 with Education categories.
This book investigates the three pivotal points of text for foreign language acquisition: reception, construction and deconstruction. In Part One, the focus is on various aspects of text reception, such as developing literacy, text interest, and perceptions of the academic register or the assessment of spoken language in educational contexts. Part Two deals with various aspects of composing text, such as author identity, lexical constructs or collaborative web-based writing. Lastly, Part Three presents the various segmental items that constitute text, like lexical clustering, L1/L2 relationship, classroom talk as text, etc. The division corresponds with what can be viewed as a logical sequence of text-related processes reflected in formal learning and teaching environments.
Handbook Of Research On Reading Comprehension
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Author : Susan E. Israel
language : en
Publisher: Routledge
Release Date : 2014-06-03
Handbook Of Research On Reading Comprehension written by Susan E. Israel and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-03 with Education categories.
Researchers of reading comprehension, literacy, educational psychology, psychology, and neuroscience are brought together for this handbook, to document and summarize the current body of research on theory, methods, instruction and assessment in reading comprehension.
Narrative Comprehension Causality And Coherence
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Author : Susan R. Goldman
language : en
Publisher: Routledge
Release Date : 1999-08
Narrative Comprehension Causality And Coherence written by Susan R. Goldman and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-08 with Education categories.
This volume provides an excellent overview of the field of discourse processes, capturing both its breadth and its depth. World-renowned researchers present the latest theoretical developments and thought-provoking empirical data. In doing so, they cover a broad range of communicative activities, including text comprehension, conversational communication, argumentation, television or media viewing, and more. A central theme across all chapters concerns the notion that coherence determines the interpretation of the communication. The various chapters illustrate the many forms that coherence can take, and explore its role in different communicative settings.
Interpretable Machine Learning
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Author : Christoph Molnar
language : en
Publisher: Lulu.com
Release Date : 2020
Interpretable Machine Learning written by Christoph Molnar and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Computers categories.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Proceedings Of The Seventeenth Annual Conference Of The Cognitive Science Society
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Author : Cognitive Science Society (U.S.). Conference
language : en
Publisher: Psychology Press
Release Date : 1995
Proceedings Of The Seventeenth Annual Conference Of The Cognitive Science Society written by Cognitive Science Society (U.S.). Conference and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Psychology categories.
This volume features the complete text of all regular papers, posters, and summaries of symposia presented at the 17th annual meeting of the Cognitive Science Society.
Models Of Teaching
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Author : Bruce Joyce
language : en
Publisher: Taylor & Francis
Release Date : 2024-07-25
Models Of Teaching written by Bruce Joyce and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-25 with Education categories.
This fully updated edition of a classic text explores established approaches to teaching that are grounded in research and experience to ensure high levels of learning. Models of Teaching combines rationale and research with real-life examples and applications in the classroom, showing how teachers professional learning communities, and school faculties can improve student attainment. The volume contains the major psychological and philosophical approaches to teaching and schooling, including thoroughly documented research on the models of teaching and their effects on student success, and offers teachers the tools to accelerate student learning. Features include: three completely new chapters covering the origins of models in teaching, explicit strategy instruction and metacognition for teaching reading comprehension, and best practices for teachers coaching other teachers, expanding instruction, and supporting school renewal; scenarios for each model to explore the concepts in action; discussions of research relevant to each model throughout the text; advice from the authors about the use of the models in teaching; support for incorporating the language arts and science standards and supporting STEM instruction. With the aim of providing a strong impact on student achievement while keeping in line with the current emphasis on standards-based education, this classic resource will be essential reading for pre-service and new teachers as well as current teaching professionals. This text is supported by extensive multimedia materials, including video demonstrations of the models in action, PowerPoint slides and an Instructor’s Manual, available at www.modelsofteaching.org.
The Cambridge Handbook Of Multimedia Learning
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Author : Richard E. Mayer
language : en
Publisher: Cambridge University Press
Release Date : 2005-08-15
The Cambridge Handbook Of Multimedia Learning written by Richard E. Mayer and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-15 with Education categories.
This 2005 book constitutes comprehensive coverage of research and theory in the field of multimedia learning.
Adversarial Ai Attacks Mitigations And Defense Strategies
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Author : John Sotiropoulos
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-07-26
Adversarial Ai Attacks Mitigations And Defense Strategies written by John Sotiropoulos and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-26 with Computers categories.
“The book not only explains how adversarial attacks work but also shows you how to build your own test environment and run attacks to see how they can corrupt ML models. It's a comprehensive guide that walks you through the technical details and then flips to show you how to defend against these very same attacks.” – Elaine Doyle, VP and Cybersecurity Architect, Salesforce Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader Free Key Features Understand the unique security challenges presented by predictive and generative AI Explore common adversarial attack strategies as well as emerging threats such as prompt injection Mitigate the risks of attack on your AI system with threat modeling and secure-by-design methods Book DescriptionAdversarial attacks trick AI systems with malicious data, creating new security risks by exploiting how AI learns. This challenges cybersecurity as it forces us to defend against a whole new kind of threat. This book demystifies adversarial attacks and equips you with the skills to secure AI technologies, moving beyond research hype or business-as-usual activities. Learn how to defend AI and LLM systems against manipulation and intrusion through adversarial attacks such as poisoning, trojan horses, and model extraction, leveraging DevSecOps, MLOps, and other methods to secure systems. This strategy-based book is a comprehensive guide to AI security, combining structured frameworks with practical examples to help you identify and counter adversarial attacks. Part 1 introduces the foundations of AI and adversarial attacks. Parts 2, 3, and 4 cover key attack types, showing how each is performed and how to defend against them. Part 5 presents secure-by-design AI strategies, including threat modeling, MLSecOps, and guidance aligned with OWASP and NIST. The book concludes with a blueprint for maturing enterprise AI security based on NIST pillars, addressing ethics and safety under Trustworthy AI. By the end of this book, you’ll be able to develop, deploy, and secure AI systems against the threat of adversarial attacks effectively.What you will learn Set up a playground to explore how adversarial attacks work Discover how AI models can be poisoned and what you can do to prevent this Learn about the use of trojan horses to tamper with and reprogram models Understand supply chain risks Examine how your models or data can be stolen in privacy attacks See how GANs are weaponized for Deepfake creation and cyberattacks Explore emerging LLM-specific attacks, such as prompt injection Leverage DevSecOps, MLOps and MLSecOps to secure your AI system Who this book is for This book tackles AI security from both angles - offense and defence. AI developers and engineers will learn how to create secure systems, while cybersecurity professionals, such as security architects, analysts, engineers, ethical hackers, penetration testers, and incident responders will discover methods to combat threats to AI and mitigate the risks posed by attackers. The book also provides a secure-by-design approach for leaders to build AI with security in mind. To get the most out of this book, you’ll need a basic understanding of security, ML concepts, and Python.