Behavior Analysis And Learning

Download or read book Behavior Analysis and Learning written by W. David Pierce and published by Psychology Press. This book was released on 2013-08-21 with total page 881 pages. Available in PDF, EPUB and Kindle. Book excerpt: Behavior Analysis and Learning, Fifth Edition is an essential textbook covering the basic principles in the field of behavior analysis and learned behaviors, as pioneered by B. F. Skinner. The textbook provides an advanced introduction to operant conditioning from a very consistent Skinnerian perspective. It covers a range of principles from basic respondent and operant conditioning through applied behavior analysis into cultural design. Elaborating on Darwinian components and biological connections with behavior, the book treats the topic from a consistent worldview of selectionism. The functional relations between the organism and the environment are described, and their application in accounting for old behavior and generating new behavior is illustrated. Expanding on concepts of past editions, the fifth edition provides updated coverage of recent literature and the latest findings. There is increased inclusion of biological and neuroscience material, as well as more data correlating behavior with neurological and genetic factors. The chapter on verbal behavior is expanded to include new research on stimulus equivalence and naming; there is also a more detailed and updated analysis of learning by imitation and its possible links to mirror neurons. In the chapter on applied behavior analysis (ABA), new emphasis is given to contingency management of addiction, applications to education, ABA and autism, and prevention and treatment of health-related problems. The material presented in this book provides the reader with the best available foundation in behavior science and is a valuable resource for advanced undergraduate and graduate students in psychology or other behavior-based disciplines. In addition, a website of supplemental resources for instructors and students makes this new edition even more accessible and student-friendly (www.psypress.com/u/pierce).

Download or read book Behavior Analysis with Machine Learning Using R written by Enrique Garcia Ceja and published by CRC Press. This book was released on 2021-11-26 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records. The included examples demonstrate how to perform common data analysis tasks such as: data exploration, visualization, preprocessing, data representation, model training and evaluation. All of this, using the R programming language and real-life behavioral data. Even though the examples focus on behavior analysis tasks, the covered underlying concepts and methods can be applied in any other domain. No prior knowledge in machine learning is assumed. Basic experience with R and basic knowledge in statistics and high school level mathematics are beneficial. Features: Build supervised machine learning models to predict indoor locations based on WiFi signals, recognize physical activities from smartphone sensors and 3D skeleton data, detect hand gestures from accelerometer signals, and so on. Program your own ensemble learning methods and use Multi-View Stacking to fuse signals from heterogeneous data sources. Use unsupervised learning algorithms to discover criminal behavioral patterns. Build deep learning neural networks with TensorFlow and Keras to classify muscle activity from electromyography signals and Convolutional Neural Networks to detect smiles in images. Evaluate the performance of your models in traditional and multi-user settings. Build anomaly detection models such as Isolation Forests and autoencoders to detect abnormal fish behaviors. This book is intended for undergraduate/graduate students and researchers from ubiquitous computing, behavioral ecology, psychology, e-health, and other disciplines who want to learn the basics of machine learning and deep learning and for the more experienced individuals who want to apply machine learning to analyze behavioral data.

Download or read book Focus on Behavior Analysis in Education written by William L. Heward and published by Prentice Hall. This book was released on 2005 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Primary text or supplement for graduate-level courses or seminars on applied behavior analysis, educational reform, and evidence-based curriculum and instruction. The nineteen chapters in this edited volume were developed from presentations given at The Ohio State University's Third Focus on Behavior Analysis in Education Conference. The contributing authors present literature reviews, conceptual analyses, and data from several original studies; they describe advancements in curricula, classroom and schoolwide interventions, and teacher training programs; and they offer personal perspectives on the current status and future directions of behavior analysis in education. This text is an ideal resource for three groups (1) educators seeking information and resources on measurably effective instructional tools; (2) students of behavior analysis wishing to learn about its applications, accomplishments, and future research needs in education; and (3) anyone-pre-service education major, in-service teacher, school administrator, parent, or consumer-who has heard about the "behavioral approach" and wonders what it is all about.

Download or read book Principles of Everyday Behavior Analysis written by L. Keith Miller and published by . This book was released on 1975 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This revision of Miller's successful text has been extensively field tested, and is ideal for the freshman/sophomore level Behavioral Modification or Applied Behavior Analysis course. Light-hearted, yet comprehensive, this text uses generalization programming to teach students how to apply behavioral concepts to complex everyday situations. The author introduces, defines, and illustrates each behavior modification concept and then immediately engages students with recall questions and vignettes that show students how to apply concepts to the real world.

Download or read book How to Think Like a Behavior Analyst written by Jon Bailey and published by Routledge. This book was released on 2013-04-15 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Think Like a Behavior Analyst is a revolutionary resource for understanding complex human behavior and making potentially significant quality of life improvements. Behavior analysts offer a worldview of the human condition different than almost any other professional perspective. To a behavior analyst, human behavior is largely learned and subject to change if the right variables are put into play. This is an empowering outlook, providing an opportunity for individuals to analyze the actions of those around them and an understanding of why others exhibit such behavior. Practical, clear, and direct, this book addresses basic questions such as how behavior analysis is different from psychotherapy, what analysis involves, and the meaning of evidence-based treatment. A chapter on Applications presents tips on using behavioral procedures to improve lives and deal with others, and articulates how behavioral procedures are used in community settings. In question and answer format, the text thoroughly covers 50 frequently asked questions about behavior analysis in an educational and entertaining manner. It was developed out of questions raised by students in behavior analysis classes over the last 35 years, as well as questions raised by consumers of behavior analysis services. This text is written for all professionals concerned with behavior, including undergraduate students in psychology and behavior analysis, parents, teachers, employers, and employees. The book can easily be used as a supplement to primary texts in introductory psychology courses, and the exercises that follow each question can be used to stimulate lively discussion in role-play and other active learning situations.

Download or read book Behavior Analysis of Child Development written by Sidney Bijou and published by New Harbinger Publications. This book was released on 1993-05-01 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1961, Sidney Bijou's Behavior Analysis of Child Development is a seminal work in the field of child development. Intended for the student with a limited background in psychology who is embarking on a study of child development, the book offers a concise introduction to the natural scientific approach to child psychology. It defines basic behavioral terms and principles, and includes many examples of the application of these principles to the understanding of children. In addition to its contribution to the field of child development, this book offers an easily readable and understandable account of the greater topic of behavior analysis itself. Readers may apply the overview presented here to other topics in wider study human behavioral development and learning.

Download or read book An Introduction to Behavior Analysis written by Gregory J. Madden and published by John Wiley & Sons. This book was released on 2021-02-02 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: AN INTRODUCTION TO BEHAVIOR ANALYSIS Explore a fascinating introductory treatment of the principles of behavior analysis written by three leading voices in the field An Introduction to Behavior Analysis delivers an engaging and comprehensive introduction to the concepts and applications for graduate students of behavior analysis. Written from the ground up to capture and hold student interest, the book keeps its focus on practical issues. The book offers readers sound analyses of Pavlovian and operant learning, reinforcement and punishment, motivation and stimulus control, language and rule-following, decision-making and clinical behavior analysis. With fully up to date empirical research references and theoretical content, An Introduction to Behavior Analysis thoroughly justifies every principle it describes with empirical support and explicitly points out where more data are required. The text encourages students to analyze their own experiences and some foundational findings in the field in a way that minimizes jargon and maximizes engagement. Readers will also benefit from the inclusion of: A clear articulation and defense of the philosophical assumptions and overarching goals of behavior analysis. A thorough description of objective data collection, experimental methods, and data analysis in the context of psychology An exploration of the core principles of behavior analysis, presented at a level comprehensible to an introductory audience A broad array of principles that cover issues as varied as language, substance-use disorders, and common psychological disorders Perfect for students taking their first course in behavior analysis or behavior modification, An Introduction to Behavior Analysis will also earn a place in the libraries of students pursuing certification through the Behavior Analysis Certification Board or taking courses in the applied psychological sciences.