Modeling Software Behavior

Modeling Software Behavior PDF

Author: Paul C. Jorgensen

Publisher: CRC Press

Published: 2009-07-21

Total Pages: 224

ISBN-13: 1420080768

DOWNLOAD EBOOK →

This book provides engineers, developers, and technicians with a detailed treatment of various models of software behavior that will support early analysis, comprehension, and model-based testing. The expressive capabilities and limitations of each behavioral model are also discussed.

Modeling Software Behavior

Modeling Software Behavior PDF

Author: Paul C. Jorgensen

Publisher: Auerbach Publications

Published: 2019-12

Total Pages: 215

ISBN-13: 9780367446048

DOWNLOAD EBOOK →

This book provides engineers, developers, and technicians with a detailed treatment of various models of software behavior that will support early analysis, comprehension, and model-based testing. The expressive capabilities and limitations of each behavioral model are also discussed.

Software Design X-Rays

Software Design X-Rays PDF

Author: Adam Tornhill

Publisher: Pragmatic Bookshelf

Published: 2018-03-08

Total Pages: 362

ISBN-13: 1680505807

DOWNLOAD EBOOK →

Are you working on a codebase where cost overruns, death marches, and heroic fights with legacy code monsters are the norm? Battle these adversaries with novel ways to identify and prioritize technical debt, based on behavioral data from how developers work with code. And that's just for starters. Because good code involves social design, as well as technical design, you can find surprising dependencies between people and code to resolve coordination bottlenecks among teams. Best of all, the techniques build on behavioral data that you already have: your version-control system. Join the fight for better code! Use statistics and data science to uncover both problematic code and the behavioral patterns of the developers who build your software. This combination gives you insights you can't get from the code alone. Use these insights to prioritize refactoring needs, measure their effect, find implicit dependencies between different modules, and automatically create knowledge maps of your system based on actual code contributions. In a radical, much-needed change from common practice, guide organizational decisions with objective data by measuring how well your development teams align with the software architecture. Discover a comprehensive set of practical analysis techniques based on version-control data, where each point is illustrated with a case study from a real-world codebase. Because the techniques are language neutral, you can apply them to your own code no matter what programming language you use. Guide organizational decisions with objective data by measuring how well your development teams align with the software architecture. Apply research findings from social psychology to software development, ensuring you get the tools you need to coach your organization towards better code. If you're an experienced programmer, software architect, or technical manager, you'll get a new perspective that will change how you work with code. What You Need: You don't have to install anything to follow along in the book. TThe case studies in the book use well-known open source projects hosted on GitHub. You'll use CodeScene, a free software analysis tool for open source projects, for the case studies. We also discuss alternative tooling options where they exist.

Social Relations Modeling of Behavior in Dyads and Groups

Social Relations Modeling of Behavior in Dyads and Groups PDF

Author: Thomas E. Malloy

Publisher: Academic Press

Published: 2018-08-10

Total Pages: 408

ISBN-13: 0128119667

DOWNLOAD EBOOK →

Social Relations Modeling of Behavior in Dyads and Groups covers software, interpersonal perception (adult and children), the SRM with roles (e.g. in families), and applications to non-human research. Written in an accessible way, and for advanced undergraduates, graduate students and researchers, author Thomas E. Malloy strives to make inherently abstract material and unusual statistics understandable. As the social relations model provides a straightforward conceptual model of the components that make up behaviors in dyads and groups, this book will provide a powerful conceptual and methodological toolbox to analyze behaviors in dyads and groups across the sciences. This book is specifically designed to make this toolbox accessible - beyond interpersonal perception phenomena. It helps identify the relevant phenomena and dynamics surrounding behaviors in dyads and groups, and goes on to assess and analyze them empirically. Captures essential conceptual and methodological topics around the scientific analyses of behaviors in groups and dyads Situates the SRM in the history of dyadic research Offers detailed guidance on research design and measurement operations Organizes models and empirical results into easily read figures and tables Demonstrates how SRM variances and covariances can be used as dependent measures in experiments Conceptualizes novel phenomena in personality psychology using the SRM

Behavior Computing

Behavior Computing PDF

Author: Longbing Cao

Publisher: Springer Science & Business Media

Published: 2012-04-10

Total Pages: 371

ISBN-13: 1447129695

DOWNLOAD EBOOK →

'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence. With contributions from leading researchers in this emerging field Behavior Computing: Modeling, Analysis, Mining and Decision includes chapters on: representation and modeling behaviors; behavior ontology; behaviour analysis; behaviour pattern mining; clustering complex behaviors; classification of complex behaviors; behaviour impact analysis; social behaviour analysis; organizational behaviour analysis; and behaviour computing applications. Behavior Computing: Modeling, Analysis, Mining and Decision provides a dedicated source of reference for the theory and applications of behavior informatics and behavior computing. Researchers, research students and practitioners in behavior studies, including computer science, behavioral science, and social science communities will find this state of the art volume invaluable.

Time-Varying Effect Modeling for the Behavioral, Social, and Health Sciences

Time-Varying Effect Modeling for the Behavioral, Social, and Health Sciences PDF

Author: Stephanie T. Lanza

Publisher: Springer Nature

Published: 2021-05-06

Total Pages: 150

ISBN-13: 3030709442

DOWNLOAD EBOOK →

This book is the first to introduce applied behavioral, social, and health sciences researchers to a new analytic method, the time-varying effect model (TVEM). It details how TVEM may be used to advance research on developmental and dynamic processes by examining how associations between variables change across time. The book describes how TVEM is a direct and intuitive extension of standard linear regression; whereas standard linear regression coefficients are static estimates that do not change with time, TVEM coefficients are allowed to change as continuous functions of real time, including developmental age, historical time, time of day, days since an event, and so forth. The book introduces readers to new research questions that can be addressed by applying TVEM in their research. Readers gain the practical skills necessary for specifying a wide variety of time-varying effect models, including those with continuous, binary, and count outcomes. The book presents technical details of TVEM estimation and three novel empirical studies focused on developmental questions using TVEM to estimate age-varying effects, historical shifts in behavior and attitudes, and real-time changes across days relative to an event. The volume provides a walkthrough of the process for conducting each of these studies, presenting decisions that were made, and offering sufficient detail so that readers may embark on similar studies in their own research. The book concludes with comments about additional uses of TVEM in applied research as well as software considerations and future directions. Throughout the book, proper interpretation of the output provided by TVEM is emphasized. Time-Varying Effect Modeling for the Behavioral, Social, and Health Sciences is an essential resource for researchers, clinicians/practitioners as well as graduate students in developmental psychology, public health, statistics and methodology for the social, behavioral, developmental, and public health sciences.

Behavior Modeling -- Foundations and Applications

Behavior Modeling -- Foundations and Applications PDF

Author: Ella Roubtsova

Publisher: Springer

Published: 2015-07-16

Total Pages: 279

ISBN-13: 331921912X

DOWNLOAD EBOOK →

This book constitutes revised selected papers from the six International Workshops on Behavior Modelling - Foundations and Applications, BM-FA, which took place annually between 2009 and 2014. The 9 papers presented in this volume were carefully reviewed and selected from a total of 58 papers presented at these 6 workshops. The contributions were organized in topical sections named: modelling practices; new ways of behaviour modelling: events in modelling; and new ways of behaviour modelling: protocol modelling.