The Tensions Of Algorithmic Thinking

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The Tensions Of Algorithmic Thinking

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Author : David Beer
language : en
Publisher: Policy Press
Release Date : 2024-02-13

The Tensions Of Algorithmic Thinking written by David Beer and has been published by Policy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-13 with Computers categories.

In this pioneering book, David Beer redefines emergent algorithmic technologies as the new systems of knowing. He examines the acute tensions they create and how they are changing what is known and what is knowable.

The Tensions Of Algorithmic Thinking

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Author : David Beer
language : en
Publisher: Policy Press
Release Date : 2022-11-30

The Tensions Of Algorithmic Thinking written by David Beer and has been published by Policy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-30 with Technology & Engineering categories.

We are living in algorithmic times. From machine learning and artificial intelligence to blockchain or simpler newsfeed filtering, automated systems can transform the social world in ways that are just starting to be imagined. Redefining these emergent technologies as the new systems of knowing, pioneering scholar David Beer examines the acute tensions they create and how they are changing what is known and what is knowable. Drawing on cases ranging from the art market and the smart home, through to financial tech, AI patents and neural networks, he develops key concepts for understanding the framing, envisioning and implementation of algorithms. This book will be of interest to anyone who is concerned with the rise of algorithmic thinking and the way it permeates society.

Algorithmic Thinking

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Author : Daniel Zingaro
language : en
Publisher: No Starch Press
Release Date : 2020-12-15

Algorithmic Thinking written by Daniel Zingaro and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-15 with Computers categories.

A hands-on, problem-based introduction to building algorithms and data structures to solve problems with a computer. Algorithmic Thinking will teach you how to solve challenging programming problems and design your own algorithms. Daniel Zingaro, a master teacher, draws his examples from world-class programming competitions like USACO and IOI. You'll learn how to classify problems, choose data structures, and identify appropriate algorithms. You'll also learn how your choice of data structure, whether a hash table, heap, or tree, can affect runtime and speed up your algorithms; and how to adopt powerful strategies like recursion, dynamic programming, and binary search to solve challenging problems. Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book Dijkstra's algorithm to determine how many mice can exit a maze or the number of fastest routes between two locations The union-find data structure to answer questions about connections in a social network or determine who are friends or enemies The heap data structure to determine the amount of money given away in a promotion The hash-table data structure to determine whether snowflakes are unique or identify compound words in a dictionary NOTE: Each problem in this book is available on a programming-judge website. You'll find the site's URL and problem ID in the description. What's better than a free correctness check?

Computational Thinking A Perspective On Computer Science

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Author : Zhiwei Xu
language : en
Publisher:
Release Date : 2021

Computational Thinking A Perspective On Computer Science written by Zhiwei Xu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.

This textbook is intended as a textbook for one-semester, introductory computer science courses aimed at undergraduate students from all disciplines. Self-contained and with no prerequisites, it focuses on elementary knowledge and thinking models. The content has been tested in university classrooms for over six years, and has been used in summer schools to train university and high-school teachers on teaching introductory computer science courses using computational thinking. This book introduces computer science from a computational thinking perspective. In computer science the way of thinking is characterized by three external and eight internal features, including automatic execution, bit-accuracy and abstraction. The book is divided into chapters on logic thinking, algorithmic thinking, systems thinking, and network thinking. It also covers societal impact and responsible computing material - from ICT industry to digital economy, from the wonder of exponentiation to wonder of cyberspace, and from code of conduct to best practices for independent work. The book's structure encourages active, hands-on learning using the pedagogic tool Bloom's taxonomy to create computational solutions to over 200 problems of varying difficulty. Students solve problems using a combination of thought experiment, programming, and written methods. Only 300 lines of code in total are required to solve most programming problems in this book.

Fostering Computational Thinking Among Underrepresented Students In Stem

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Author : Jacqueline Leonard
language : en
Publisher: Routledge
Release Date : 2021-08-11

Fostering Computational Thinking Among Underrepresented Students In Stem written by Jacqueline Leonard and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-11 with Education categories.

This book broadly educates preservice teachers and scholars about current research on computational thinking (CT). More specifically, attention is given to computational algorithmic thinking (CAT), particularly among underrepresented K–12 student groups in STEM education. Computational algorithmic thinking (CAT)—a precursor to CT—is explored in this text as the ability to design, implement, and evaluate the application of algorithms to solve a variety of problems. Drawing on observations from research studies that focused on innovative STEM programs, including underrepresented students in rural, suburban, and urban contexts, the authors reflect on project-based learning experiences, pedagogy, and evaluation that are conducive to developing advanced computational thinking, specifically among diverse student populations. This practical text includes vignettes and visual examples to illustrate how coding, computer modeling, robotics, and drones may be used to promote CT and CAT among students in diverse classrooms.

Algorithmic Thinking For Adventurous Minds

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Author : Raymond Xu
language : en
Publisher:
Release Date : 2021-03-05

Algorithmic Thinking For Adventurous Minds written by Raymond Xu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-05 with categories.

This book is about how to work smart to avoid unnecessary work. Algorithmic thinking is about identifying the most efficient steps to solve a seemingly complex problem without detouring. It is a necessary skill for future jobs. Through a magical lens, CalliLens, you will observe abstraction and recognize patterns in the Land of Apple Pi. The authors, along with Python, transform into the main characters, the BestFour. They will accompany you through each challenge, naturally come up with the solution steps, and master algorithmic thinking without you forcefully knowing it. The authors have been teaching CS and USA Computing Olympiad (USACO) classes since 2016 and formed their unique approach to engaging with both visual learners and reading/writing learners. The rigid concepts like Fibonacci, graph, recursion, queue, stack, Greedy, Dynamic Programming, Prim, Kruskal, Dijkstra, BFS, DFS are expressed in visualizations, graphs, miniature poems, and fun facts. Oh, if coding is coffee, the flowchart will be the coffee mate. You will receive a good taste of "coffee" and "coffee mate" from this book. Both children and parents are welcome to the adventure. The only prerequisite is to keep an open mind and open eyes. If you don't know coding yet, flowcharts are your friendly starting point. What? Some of you say that you want to dive into coding? Alright, Python code and Pygames are a bonus for you to craft your programming skills.

Iea International Computer And Information Literacy Study 2018 Assessment Framework

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Author : Julian Fraillon
language : en
Publisher: Springer
Release Date : 2019-07-02

Iea International Computer And Information Literacy Study 2018 Assessment Framework written by Julian Fraillon and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-02 with Education categories.

This open access book presents the assessment framework for IEA’s International Computer an Information Literacy Study (ICILS) 2018, which is designed to assess how well students are prepared for study, work and life in a digital world. The study measures international differences in students’ computer and information literacy (CIL): their ability to use computers to investigate, create, participate and communicate at home, at school, in the workplace and in the community. Participating countries also have an option for their students to complete an assessment of computational thinking (CT). The ICILS assessment framework articulates the basic structure of the study, providing a description of the field and the constructs to be measured. This book outlines the design and content of the measurement instruments, sets down the rationale for those designs, and describes how measures generated by those instruments relate to the constructs. Hypothesized relations between constructs provide the foundation for some of the analyses that follow. Above all, the framework links ICILS to other similar research, enabling the contents of this assessment framework to combine theory and practice in an explication of both the ‘what’ and the ‘how’ of ICILS.

Algorithmic Thinking

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Author : Dan Zingaro
language : en
Publisher:
Release Date : 2020

Algorithmic Thinking written by Dan Zingaro and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.

Algorithmic Thinking will teach you how to solve challenging programming problems and design your own algorithms. Daniel Zingaro, a master teacher, draws his examples from world-class programming competitions like USACO and IOI. You'll learn how to classify problems, choose data structures, and identify appropriate algorithms. You'll also learn how your choice of data structure, whether a hash table, heap, or tree, can affect runtime and speed up your algorithms; and how to adopt powerful strategies like recursion, dynamic programming, and binary search to solve challenging problems. Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: •The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book •Dijkstra's algorithm to determine how many mice can exit a maze or the number of fastest routes between two locations •The union-find data structure to answer questions about connections in a social network or determine who are friends or enemies •The heap data structure to determine the amount of money given away in a promotion •The hash-table data structure to determine whether snowflakes are unique or identify compound words in a dictionary NOTE: Each problem in this book is available on a programming-judge website. You'll find the site's URL and problem ID in the description. What's better than a free correctness check?

The Power Of Algorithms

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Author : Giorgio Ausiello
language : en
Publisher: Springer
Release Date : 2016-08-23

The Power Of Algorithms written by Giorgio Ausiello and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-23 with Education categories.

To examine, analyze, and manipulate a problem to the point of designing an algorithm for solving it is an exercise of fundamental value in many fields. With so many everyday activities governed by algorithmic principles, the power, precision, reliability and speed of execution demanded by users have transformed the design and construction of algorithms from a creative, artisanal activity into a full-fledged science in its own right. This book is aimed at all those who exploit the results of this new science, as designers and as consumers. The first chapter is an overview of the related history, demonstrating the long development of ideas such as recursion and more recent formalizations such as computability. The second chapter shows how the design of algorithms requires appropriate techniques and sophisticated organization of data. In the subsequent chapters the contributing authors present examples from diverse areas – such as routing and networking problems, Web search, information security, auctions and games, complexity and randomness, and the life sciences – that show how algorithmic thinking offers practical solutions and also deepens domain knowledge. The contributing authors are top-class researchers with considerable academic and industrial experience; they are also excellent educators and communicators and they draw on this experience with enthusiasm and humor. This book is an excellent introduction to an intriguing domain and it will be enjoyed by undergraduate and postgraduate students in computer science, engineering, and mathematics, and more broadly by all those engaged with algorithmic thinking.

The Routledge Handbook Of Developments In Digital Journalism Studies

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Author : Scott Eldridge II
language : en
Publisher: Routledge
Release Date : 2018-09-03

The Routledge Handbook Of Developments In Digital Journalism Studies written by Scott Eldridge II and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-03 with Social Science categories.

The Routledge Handbook of Developments in Digital Journalism Studies offers a unique and authoritative collection of essays that report on and address the significant issues and focal debates shaping the innovative field of digital journalism studies. In the short time this field has grown, aspects of journalism have moved from the digital niche to the digital mainstay, and digital innovations have been ‘normalized’ into everyday journalistic practice. These cycles of disruption and normalization support this book’s central claim that we are witnessing the emergence of digital journalism studies as a discrete academic field. Essays bring together the research and reflections of internationally distinguished academics, journalists, teachers, and researchers to help make sense of a reconceptualized journalism and its effects on journalism’s products, processes, resources, and the relationship between journalists and their audiences. The handbook also discusses the complexities and challenges in studying digital journalism and shines light on previously unexplored areas of inquiry such as aspects of digital resistance, protest, and minority voices. The Routledge Handbook of Developments in Digital Journalism Studies is a carefully curated overview of the range of diverse but interrelated original research that is helping to define this emerging discipline. It will be of particular interest to undergraduate and postgraduate students studying digital, online, computational, and multimedia journalism.