Modeling Programming Competency

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Modeling Programming Competency

Natalie Kiesler
Modeling Programming Competency Book PDF

Author : Natalie Kiesler
Publisher : Springer Nature
Page : 170 pages
File Size : 49,5 Mb
Release : 2024-01-28
Category : Education
ISBN : 9783031471483

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Modeling Programming Competency by Natalie Kiesler Pdf

This book covers a qualitative study on the programming competencies of novice learners in higher education. To be precise, the book investigates the expected programming competencies within basic programming education at universities and the extent to which the Computer Science curricula fail to provide transparent, observable learning outcomes and assessable competencies. The study analyzes empirical data on 35 exemplary universities' curricula and interviews with experts in the field. The book covers research desiderata, research design and methodology, an in-depth data analysis, and a presentation and discussion of results in the context of programming education. Addressing programming competency in such great detail is essential due to the increasing relevance of computing in today’s society and the need for competent programmers who will help shape our future. Although programming is a core tier of computing and many related disciplines, learning how to program can be challenging in higher education, and many students fail in introductory programming. The book aims to understand what programming means, what programming competency encompasses, and what teachers expect of novice learners. In addition, it illustrates the cognitive complexity of programming as an advanced competency, including knowledge, skills, and dispositions in context. So, the purpose is to communicate the breadth and depth of programming competency to educators and learners of programming, including institutions, curriculum designers, and accreditation bodies. Moreover, the book’s goal is to represent how a qualitative research methodology can be applied in the context of computing education research, as the qualitative research paradigm is still an exception in computing education research. The book provides new insights into programming competency. It outlines the components of programming competencies in terms of knowledge, skills, and dispositions and their cognitive complexity according to the CC2020 computing curricula and the Anderson-Krathwohl taxonomy of the cognitive domain. These insights are essential as programming constitutes one of the most relevant competencies in all computing study programs. In addition, being able to program describes the capability of solving problems, which is also a core competency in today’s increasingly digitalized society. In particular, the book reveals the great relevance of dispositions and other competency components in programming education, which curricula currently fail to recognize and specify. In addition, the book outlines the resulting implications for higher education institutions, educators, and student expectations. Yet another result of interest to graduate students is the multi-method study design that allows for the triangulation of data and results.

Introduction to Modeling and Simulation with MATLAB® and Python

Steven I. Gordon,Brian Guilfoos
Introduction to Modeling and Simulation with MATLAB and Python Book PDF

Author : Steven I. Gordon,Brian Guilfoos
Publisher : CRC Press
Page : 211 pages
File Size : 54,9 Mb
Release : 2017-07-12
Category : Computers
ISBN : 9781498773881

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Introduction to Modeling and Simulation with MATLAB® and Python by Steven I. Gordon,Brian Guilfoos Pdf

Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer modeling, as well as basic programming skills. The book content focuses on meeting a set of basic modeling and simulation competencies that were developed as part of several National Science Foundation grants. Even though computer science students are much more expert programmers, they are not often given the opportunity to see how those skills are being applied to solve complex science and engineering problems and may also not be aware of the libraries used by scientists to create those models. The book interleaves chapters on modeling concepts and related exercises with programming concepts and exercises. The authors start with an introduction to modeling and its importance to current practices in the sciences and engineering. They introduce each of the programming environments and the syntax used to represent variables and compute mathematical equations and functions. As students gain more programming expertise, the authors return to modeling concepts, providing starting code for a variety of exercises where students add additional code to solve the problem and provide an analysis of the outcomes. In this way, the book builds both modeling and programming expertise with a "just-in-time" approach so that by the end of the book, students can take on relatively simple modeling example on their own. Each chapter is supplemented with references to additional reading, tutorials, and exercises that guide students to additional help and allows them to practice both their programming and analytical modeling skills. In addition, each of the programming related chapters is divided into two parts – one for MATLAB and one for Python. In these chapters, the authors also refer to additional online tutorials that students can use if they are having difficulty with any of the topics. The book culminates with a set of final project exercise suggestions that incorporate both the modeling and programming skills provided in the rest of the volume. Those projects could be undertaken by individuals or small groups of students. The companion website at http://www.intromodeling.com provides updates to instructions when there are substantial changes in software versions, as well as electronic copies of exercises and the related code. The website also offers a space where people can suggest additional projects they are willing to share as well as comments on the existing projects and exercises throughout the book. Solutions and lecture notes will also be available for qualifying instructors.

HCI International 2020 - Posters

Constantine Stephanidis,Margherita Antona
HCI International 2020 Posters Book PDF

Author : Constantine Stephanidis,Margherita Antona
Publisher : Springer Nature
Page : 402 pages
File Size : 41,9 Mb
Release : 2020-07-15
Category : Computers
ISBN : 9783030507299

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HCI International 2020 - Posters by Constantine Stephanidis,Margherita Antona Pdf

The three-volume set CCIS 1224, CCIS 1225, and CCIS 1226 contains the extended abstracts of the posters presented during the 21st International Conference on Human-Computer Interaction, HCII 2020, which took place in Copenhagen, Denmark, in July 2020.* HCII 2020 received a total of 6326 submissions, of which 1439 papers and 238 posters were accepted for publication in the pre-conference proceedings after a careful reviewing process. The 238 papers presented in these three volumes are organized in topical sections as follows: Part I: design and evaluation methods and tools; user characteristics, requirements and preferences; multimodal and natural interaction; recognizing human psychological states; user experience studies; human perception and cognition. -AI in HCI. Part II: virtual, augmented and mixed reality; virtual humans and motion modelling and tracking; learning technology. Part III: universal access, accessibility and design for the elderly; smartphones, social media and human behavior; interacting with cultural heritage; human-vehicle interaction; transport, safety and crisis management; security, privacy and trust; product and service design. *The conference was held virtually due to the COVID-19 pandemic. The chapter "“Developing an Interactive Tabletop Mediated Activity to Induce Collaboration by Implementing Design Considerations Based on Cooperative Learning Principles” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Introduction to Modeling and Simulation with MATLAB® and Python

Steven I. Gordon,Brian Guilfoos
Introduction to Modeling and Simulation with MATLAB and Python Book PDF

Author : Steven I. Gordon,Brian Guilfoos
Publisher : CRC Press
Page : 185 pages
File Size : 52,6 Mb
Release : 2017-07-12
Category : Computers
ISBN : 9781498773904

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Introduction to Modeling and Simulation with MATLAB® and Python by Steven I. Gordon,Brian Guilfoos Pdf

Introduction to Modeling and Simulation with MATLAB and Python is intended for students and professionals in science, social science, and engineering that wish to learn the principles of computer modeling, as well as basic programming skills. The book content focuses on meeting a set of basic modeling and simulation competencies that were developed as part of several National Science Foundation grants. Even though computer science students are much more expert programmers, they are not often given the opportunity to see how those skills are being applied to solve complex science and engineering problems and may also not be aware of the libraries used by scientists to create those models. The book interleaves chapters on modeling concepts and related exercises with programming concepts and exercises. The authors start with an introduction to modeling and its importance to current practices in the sciences and engineering. They introduce each of the programming environments and the syntax used to represent variables and compute mathematical equations and functions. As students gain more programming expertise, the authors return to modeling concepts, providing starting code for a variety of exercises where students add additional code to solve the problem and provide an analysis of the outcomes. In this way, the book builds both modeling and programming expertise with a "just-in-time" approach so that by the end of the book, students can take on relatively simple modeling example on their own. Each chapter is supplemented with references to additional reading, tutorials, and exercises that guide students to additional help and allows them to practice both their programming and analytical modeling skills. In addition, each of the programming related chapters is divided into two parts – one for MATLAB and one for Python. In these chapters, the authors also refer to additional online tutorials that students can use if they are having difficulty with any of the topics. The book culminates with a set of final project exercise suggestions that incorporate both the modeling and programming skills provided in the rest of the volume. Those projects could be undertaken by individuals or small groups of students. The companion website at http://www.intromodeling.com provides updates to instructions when there are substantial changes in software versions, as well as electronic copies of exercises and the related code. The website also offers a space where people can suggest additional projects they are willing to share as well as comments on the existing projects and exercises throughout the book. Solutions and lecture notes will also be available for qualifying instructors.

Informatics in Schools. Curricula, Competences, and Competitions

Andrej Brodnik,Jan Vahrenhold
Informatics in Schools Curricula Competences and Competitions Book PDF

Author : Andrej Brodnik,Jan Vahrenhold
Publisher : Springer
Page : 183 pages
File Size : 55,7 Mb
Release : 2015-09-23
Category : Education
ISBN : 9783319253961

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Informatics in Schools. Curricula, Competences, and Competitions by Andrej Brodnik,Jan Vahrenhold Pdf

This book constitutes the refereed proceedings of the 8th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2015, held in Ljubljana, Slovenia, in September/October 2015. The 14 full papers presented together with 3 invited talks were carefully reviewed and selected from 36 submissions. The focus of the conference was on following topics: sustainable education in informatics for pupils of all ages; connecting informatics lessons to the students’ everyday lives; teacher education in informatics; and research on informatics in schools (empirical/qualitative/quantitative/theory building/research methods/comparative studies/transferability of methods and results from other disciplines).

Physics Teaching and Learning

Dennis W. Sunal,Jonathan T. Shemwell,James W. Harrell,Cynthia S Sunal
Physics Teaching and Learning Book PDF

Author : Dennis W. Sunal,Jonathan T. Shemwell,James W. Harrell,Cynthia S Sunal
Publisher : IAP
Page : 265 pages
File Size : 54,9 Mb
Release : 2019-05-01
Category : Science
ISBN : 9781641136587

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Physics Teaching and Learning by Dennis W. Sunal,Jonathan T. Shemwell,James W. Harrell,Cynthia S Sunal Pdf

Physics Teaching and Learning: Challenging the Paradigm, RISE Volume 8, focuses on research contributions challenging the basic assumptions, ways of thinking, and practices commonly accepted in physics education. Teaching physics involves multifaceted, research-based, value added strategies designed to improve academic engagement and depth of learning. In this volume, researchers, teaching and curriculum reformers, and reform implementers discuss a range of important issues. The volume should be considered as a first step in thinking through what physics teaching and physics learning might address in teacher preparation programs, in-service professional development programs, and in classrooms. To facilitate thinking about research-based physics teaching and learning each chapter in the volume was organized around five common elements: 1. A significant review of research in the issue or problem area. 2. Themes addressed are relevant for the teaching and learning of K-16 science 3. Discussion of original research by the author(s) addressing the major theme of the chapter. 4. Bridge gaps between theory and practice and/or research and practice. 5. Concerns and needs are addressed of school/community context stakeholders including students, teachers, parents, administrators, and community members.

Software Process Modeling

Silvia T. Acuna,Natalia Juristo
Software Process Modeling Book PDF

Author : Silvia T. Acuna,Natalia Juristo
Publisher : Springer Science & Business Media
Page : 226 pages
File Size : 47,9 Mb
Release : 2006-01-27
Category : Computers
ISBN : 9780387242620

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Software Process Modeling by Silvia T. Acuna,Natalia Juristo Pdf

This book brings together experts to discuss relevant results in software process modeling, and expresses their personal view of this field. It is designed for a professional audience of researchers and practitioners in industry, and graduate-level students.

AI-Oriented Competency Framework for Talent Management in the Digital Economy

Alex Khang
AI Oriented Competency Framework for Talent Management in the Digital Economy Book PDF

Author : Alex Khang
Publisher : CRC Press
Page : 457 pages
File Size : 53,6 Mb
Release : 2024-05-29
Category : Computers
ISBN : 9781040022252

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AI-Oriented Competency Framework for Talent Management in the Digital Economy by Alex Khang Pdf

In the digital-driven economy era, an AI-oriented competency framework (AIoCF) is a collection to identify AI-oriented knowledge, attributes, efforts, skills, and experiences (AKASE) that directly and positively affect the success of employees and the organization. The application of skills-based competency analytics and AI-equipped systems is gradually becoming accepted by business and production organizations as an effective tool for automating several managerial activities consistently and efficiently in developing and moving the capacity of a company up to a world-class level. AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation discusses all the points of an AIoCF, which includes predictive analytics, advisory services, predictive maintenance, and automated processes, which help to make the operations of project management, personnel management, or administration more efficient, profitable, and safe. The book includes the functionality of emerging career pathways, hybrid learning models, and learning paths related to the learning and development of employees in the production or delivery fields. It also presents the relationship between skills taxonomy and competency framework with interactive methods using datasets, processing workflow diagrams, and architectural diagrams for easy understanding of the application of intelligent functions in role-based competency systems. By also covering upcoming areas of AI and data science in many government and private organizations, the book not only focuses on managing big data and cloud resources of the talent management system but also provides cybersecurity techniques to ensure that systems and employee competency data are secure. This book targets a mixed audience of students, engineers, scholars, researchers, academics, and professionals who are learning, researching, and working in the field of workforce training, human resources, talent management systems, requirement, headhunting, outsourcing, and manpower consultant services from different cultures and industries in the era of digital economy.

Models in Software Engineering

Sudipto Ghosh
Models in Software Engineering Book PDF

Author : Sudipto Ghosh
Publisher : Springer Science & Business Media
Page : 370 pages
File Size : 40,9 Mb
Release : 2010-04-01
Category : Computers
ISBN : 9783642122606

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Models in Software Engineering by Sudipto Ghosh Pdf

This book constitutes a collection of the best papers selected from 9 workshops and 2 symposia held in conjunction with MODELS 2009, the 12 International Conference on Model Driven Engineering Languages and Systems, in Denver, CO, USA, in October 2009. The first two sections contain selected papers from the Doctoral Symposium and the Educational Symposium, respectively. The other contributions are organized according to the workshops at which they were presented: 2nd International Workshop on Model Based Architecting and Construction of Embedded Systems (ACES-MB'09); 14th International Workshop on Aspect-Oriented Modeling (AOM); [email protected] ([email protected]); Model-driven Engineering, Verification, and Validation: Integrating Verification and Validation in MDE (MoDeVVa09); Models and Evolution (MoDSE-MCCM); Third International Workshop on Multi-Paradigm Modeling (MPM09); The Pragmatics of OCL and Other Textual Specification Languages (OCL); 2nd International Workshop on Non-Functional System Properties in Domain Specific Modeling Languages (NFPinDSML); and 2nd Workshop on Transformation and Weaving OWL Ontologies and MDE/MDA (TWOMDE2009). Each section includes a summary of the workshop.

Essential Skills for 3D Modeling, Rendering, and Animation

Nicholas Bernhardt Zeman
Essential Skills for 3D Modeling Rendering and Animation Book PDF

Author : Nicholas Bernhardt Zeman
Publisher : CRC Press
Page : 264 pages
File Size : 49,9 Mb
Release : 2014-11-06
Category : Computers
ISBN : 9781482224146

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Essential Skills for 3D Modeling, Rendering, and Animation by Nicholas Bernhardt Zeman Pdf

The Key to Fully Understanding the Basics of a 3D WorldProminently used in games, movies, and on television, 3D graphics are tools of creation used to enhance how material and light come together to manipulate objects in 3D space. A game-changer written for the non-technical mind, Essential Skills for 3D Modeling, Rendering, and Animation examines

Modeling Students' Mathematical Modeling Competencies

Richard Lesh,Peter L. Galbraith,Christopher R. Haines,Andrew Hurford
Modeling Students Mathematical Modeling Competencies Book PDF

Author : Richard Lesh,Peter L. Galbraith,Christopher R. Haines,Andrew Hurford
Publisher : Springer Science & Business Media
Page : 650 pages
File Size : 44,7 Mb
Release : 2009-12-15
Category : Education
ISBN : 9781441905611

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Modeling Students' Mathematical Modeling Competencies by Richard Lesh,Peter L. Galbraith,Christopher R. Haines,Andrew Hurford Pdf

As we enter the 21st century, there is an urgent need for new approaches to mathematics education emphasizing its relevance in young learners’ futures. Modeling Students’ Mathematical Modeling Competencies explores the vital trend toward using real-world problems as a basis for teaching mathematics skills, competencies, and applications. Blending theoretical constructs and practical considerations, the book presents papers from the latest conference of the ICTMA, beginning with the basics (Why are models necessary? Where can we find them?) and moving through intricate concepts of how students perceive math, how instructors teach—and how both can become better learners. Dispatches as varied as classroom case studies, analyses of math in engineering work, and an in-depth review of modeling-based curricula in the Netherlands illustrate modeling activities on the job, methods of overcoming math resistance, and the movement toward replicable models and lifelong engagement. A sampling of topics covered: How students recognize the usefulness of mathematics Creating the modeling-oriented classroom Assessing and evaluating students’ modeling capabilities The relationship between modeling and problem-solving Instructor methods for developing their own models of modeling New technologies for modeling in the classroom Modeling Students’ Mathematical Modeling Competencies offers welcome clarity and focus to the international research and professional community in mathematics, science, and engineering education, as well as those involved in the sciences of teaching and learning these subjects.

Ranaviruses

Matthew J. Gray,V. Gregory Chinchar
Ranaviruses Book PDF

Author : Matthew J. Gray,V. Gregory Chinchar
Publisher : Springer
Page : 246 pages
File Size : 55,9 Mb
Release : 2015-04-27
Category : Science
ISBN : 9783319137551

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Ranaviruses by Matthew J. Gray,V. Gregory Chinchar Pdf

This is the first book on ranaviruses. Ranaviruses are double-stranded DNA viruses that cause hemorrhagic disease in amphibians, reptiles, and fish. They have caused mass die-offs of ectothermic vertebrates in wild and captive populations around the globe. There is evidence that this pathogen is emerging and responsible for population declines in certain locations. Considering that amphibians and freshwater turtles are suitable hosts and the most imperiled vertebrate taxa in the world, ranaviruses can have significant impacts on biodiversity and ecosystem function. Additionally, many fish that are raised in aquaculture facilities and traded internationally are suitable hosts; thus, the potential economic impact of ranaviruses is significant. Ranaviruses also serve as a model for replication and gene function of large double-stranded DNA viruses. There is an urgent need to assemble the contemporary information on ranaviruses and provide guidance on how to assess their threats in populations. Through the Global Ranavirus Consortium, 24 experts from six countries were organize to write this volume, the first book on ranaviruses. The book begins with a discussion on the global extent of ranaviruses, case histories of infection and disease in ectothermic vertebrates, and current phylogeny. Basic principles of ranavirus ecology and evolution are covered next, with a focus on host-pathogen interactions and how the virus emerges in its environment. There are two chapters that will discuss the molecular biology of ranaviruses, host response to infection, and the genes responsible for immune system evasion. One chapter establishes standards for testing for infection and diagnosing ranaviral disease. The book ends by providing guidance on how to design ranavirus surveillance studies and analyze data to determine risk, and discussing the role of the Global Ranavirus Consortium in organizing research and outreach activities.

Methods and Models in Mathematical Programming

S. A. MirHassani,F. Hooshmand
Methods and Models in Mathematical Programming Book PDF

Author : S. A. MirHassani,F. Hooshmand
Publisher : Springer Nature
Page : 389 pages
File Size : 55,6 Mb
Release : 2019-12-09
Category : Mathematics
ISBN : 9783030270452

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Methods and Models in Mathematical Programming by S. A. MirHassani,F. Hooshmand Pdf

This book focuses on mathematical modeling, describes the process of constructing and evaluating models, discusses the challenges and delicacies of the modeling process, and explicitly outlines the required rules and regulations so that the reader will be able to generalize and reuse concepts in other problems by relying on mathematical logic.Undergraduate and postgraduate students of different academic disciplines would find this book a suitable option preparing them for jobs and research fields requiring modeling techniques. Furthermore, this book can be used as a reference book for experts and practitioners requiring advanced skills of model building in their jobs.

Methods and Applications for Modeling and Simulation of Complex Systems

Fazilah Hassan,Noorhazirah Sunar,Mohd Ariffanan Mohd Basri,Mohd Saiful Azimi Mahmud,Mohamad Hafis Izran Ishak,Mohamed Sultan Mohamed Ali
Methods and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Fazilah Hassan,Noorhazirah Sunar,Mohd Ariffanan Mohd Basri,Mohd Saiful Azimi Mahmud,Mohamad Hafis Izran Ishak,Mohamed Sultan Mohamed Ali
Publisher : Springer Nature
Page : 518 pages
File Size : 48,5 Mb
Release : 2023-11-13
Category : Computers
ISBN : 9789819972401

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Methods and Applications for Modeling and Simulation of Complex Systems by Fazilah Hassan,Noorhazirah Sunar,Mohd Ariffanan Mohd Basri,Mohd Saiful Azimi Mahmud,Mohamad Hafis Izran Ishak,Mohamed Sultan Mohamed Ali Pdf

This book constitutes the refereed proceedings of the 22nd Asia Simulation Conference on Methods and Applications for Modeling and Simulation of Complex Systems, AsiaSim 2023, held in Langkawi, Malaysia, during October 25–26, 2023. The 77 full papers included in this book were carefully reviewed and selected from 164 submissions. They were organized in topical sections as follows: Modelling and Simulation, Artificial intelligence, Industry 4.0, Digital Twins Modelling, Simulation and Gaming, Simulation for Engineering, Simulation for Sustainable Development, Simulation in Social Sciences.

Information and Communication Technologies in Education, Research, and Industrial Applications

Andreas Bollin,Vadim Ermolayev,Heinrich C. Mayr,Mykola Nikitchenko,Aleksander Spivakovsky,Mykola Tkachuk,Vitaliy Yakovyna,Grygoriy Zholtkevych
Information and Communication Technologies in Education Research and Industrial Applications Book PDF

Author : Andreas Bollin,Vadim Ermolayev,Heinrich C. Mayr,Mykola Nikitchenko,Aleksander Spivakovsky,Mykola Tkachuk,Vitaliy Yakovyna,Grygoriy Zholtkevych
Publisher : Springer Nature
Page : 191 pages
File Size : 52,8 Mb
Release : 2021-05-21
Category : Education
ISBN : 9783030775926

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Information and Communication Technologies in Education, Research, and Industrial Applications by Andreas Bollin,Vadim Ermolayev,Heinrich C. Mayr,Mykola Nikitchenko,Aleksander Spivakovsky,Mykola Tkachuk,Vitaliy Yakovyna,Grygoriy Zholtkevych Pdf

This book contains revised and extended versions of the best papers presented at the 16th International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications, ICTERI 2020, held in Kherson, Ukraine, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 8 revised full papers included in this volume were carefully reviewed and selected from 347 initial submissions. The papers are organized in the following topical sections: ICT in education; ICT in research and industry.