Modeling Programming Competency
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Modeling Programming Competency
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Author : Natalie Kiesler
language : en
Publisher: Springer Nature
Release Date : 2023-12-27
Modeling Programming Competency written by Natalie Kiesler and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-27 with Education categories.
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.
Modeling Students Mathematical Modeling Competencies
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Author : Richard Lesh
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-17
Modeling Students Mathematical Modeling Competencies written by Richard Lesh and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-17 with Education categories.
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.
Informatics In Schools Curricula Competences And Competitions
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Author : Andrej Brodnik
language : en
Publisher: Springer
Release Date : 2015-09-23
Informatics In Schools Curricula Competences And Competitions written by Andrej Brodnik and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-23 with Education categories.
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).
Models In Software Engineering
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Author : Sudipto Ghosh
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-04-01
Models In Software Engineering written by Sudipto Ghosh and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-01 with Computers categories.
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.
Handbook Of Computable General Equilibrium Modeling
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Author : Peter B. Dixon
language : en
Publisher: Newnes
Release Date : 2013-01-08
Handbook Of Computable General Equilibrium Modeling written by Peter B. Dixon and has been published by Newnes this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-08 with Business & Economics categories.
Top scholars synthesize and analyze scholarship on this widely used tool of policy analysis in 27 articles, setting forth its accomplishments, difficulties, and means of implementation. Though CGE modeling does not play a prominent role in top U.S. graduate schools, it is employed universally in the development of economic policy. This collection is particularly important because it presents a history of modeling applications and examines competing points of view. - Presents coherent summaries of CGE theories that inform major model types - Covers the construction of CGE databases, model solving, and computer-assisted interpretation of results - Shows how CGE modeling has made a contribution to economic policy
Introduction To Modeling And Simulation With Matlab And Python
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Author : Steven I. Gordon
language : en
Publisher: CRC Press
Release Date : 2017-07-12
Introduction To Modeling And Simulation With Matlab And Python written by Steven I. Gordon and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-12 with Computers categories.
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.
Entrepreneurial Innovations Models And Implementation Strategies For Industry 4 0
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Author : Ravindra Sharma
language : en
Publisher: CRC Press
Release Date : 2022-10-06
Entrepreneurial Innovations Models And Implementation Strategies For Industry 4 0 written by Ravindra Sharma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-06 with Business & Economics categories.
This book explores the link between entrepreneurship and innovation, providing an understanding of the latest developments in the field. It explores numerous challenges to entrepreneurship, such as failures and socio-economic issues, and presents concepts, models, and implementation strategies for Industry 4.0. Industry 4.0 presents unique challenges and unique opportunities to entrepreneurs. Social, techno, and women’s entrepreneurship, among other business sectors and domains, are discussed in this new context. This book highlights the strategies of successful start-up organizations, focusing on the most critical factors for starting a new enterprise in today’s business environment, and provides efficient remedies for common problems. These strategies and solutions will help build a sustainable development model for developing economies and contribute to a global awareness of the entrepreneurship environment. Entrepreneurial Innovations, Models, and Implementation Strategies for Industry 4.0 is both a practical guide for new entrepreneurs to establishing start-ups and an enlightening collection of research for graduate students, postgraduate students, scholars, and academicians across all disciplines. Policymakers will also benefit from this book’s understanding of entrepreneurial ecosystems and their applications.
Building Stem Skills Through Environmental Education
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Author : Schroth, Stephen T.
language : en
Publisher: IGI Global
Release Date : 2020-09-18
Building Stem Skills Through Environmental Education written by Schroth, Stephen T. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-18 with Education categories.
Environmental studies provide an ideal opportunity for children of any age to build critical and creative thinking skills while also building skills in science, technology, engineering, and mathematics (STEM). Exploring issues related to sustainability and environmental concerns permits learners to identify problems, develop research questions, gather and analyze data, develop possible solutions, and disseminate this information to others. Despite the advantages of green education and its ability to improve student achievement, there is a gap in understanding the interplay between curriculum and instruction and how this affects teaching and learning. Building STEM Skills Through Environmental Education is an essential publication that addresses gaps in the understanding of green education and offers educators meaningful and comprehensive examples of environmental and sustainability education in the Pre-K through secondary grade levels. The book offers a unique combination of foundational understanding of green education and chapters that illustrate the principles and impact of green education across grade levels, content areas, assessment systems, instructional strategies, technology, and other related topics. It is ideally designed for educators, curriculum developers, instructional designers, advocates, policymakers, researchers, academicians, and students.
Methods And Applications For Modeling And Simulation Of Complex Systems
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Author : Gary Tan
language : en
Publisher: Springer Nature
Release Date : 2019-10-21
Methods And Applications For Modeling And Simulation Of Complex Systems written by Gary Tan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-21 with Computers categories.
This volume constitutes the proceedings of the 19th Asia Simulation Conference, AsiaSim 2019, held in Singapore, Singapore, in October 2019. The 19 revised full papers and 5 short papers presented in this volume were carefully reviewed and selected from 36 submissions. The papers are organized in topical sections on simulation and modeling methodology; numerical and Monte Carlo simulation; simulation applications: blockchain, deep learning and cloud; simulation and visualization; simulation applications; short papers.
Euro Par 2018 Parallel Processing Workshops
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Author : Gabriele Mencagli
language : en
Publisher: Springer
Release Date : 2018-12-31
Euro Par 2018 Parallel Processing Workshops written by Gabriele Mencagli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-31 with Computers categories.
This book constitutes revised selected papers from the workshops held at 24th International Conference on Parallel and Distributed Computing, Euro-Par 2018, which took place in Turin, Italy, in August 2018. The 64 full papers presented in this volume were carefully reviewed and selected from 109 submissions. Euro-Par is an annual, international conference in Europe, covering all aspects of parallel and distributed processing. These range from theory to practice, from small to the largest parallel and distributed systems and infrastructures, from fundamental computational problems to full-edged applications, from architecture, compiler, language and interface design and implementation to tools, support infrastructures, and application performance aspects.