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Visual Insights

Author: Katy Borner

Publisher: MIT Press

Published: 2014-01-24

Total Pages: 310

ISBN-13: 0262526190

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A guide to the basics of information visualization that teaches nonprogrammers how to use advanced data mining and visualization techniques to design insightful visualizations. In the age of Big Data, the tools of information visualization offer us a macroscope to help us make sense of the avalanche of data available on every subject. This book offers a gentle introduction to the design of insightful information visualizations. It is the only book on the subject that teaches nonprogrammers how to use open code and open data to design insightful visualizations. Readers will learn to apply advanced data mining and visualization techniques to make sense of temporal, geospatial, topical, and network data. The book, developed for use in an information visualization MOOC, covers data analysis algorithms that enable extraction of patterns and trends in data, with chapters devoted to “when” (temporal data), “where” (geospatial data), “what” (topical data), and “with whom” (networks and trees); and to systems that drive research and development. Examples of projects undertaken for clients include an interactive visualization of the success of game player activity in World of Warcraft; a visualization of 311 number adoption that shows the diffusion of non-emergency calls in the United States; a return on investment study for two decades of HIV/AIDS research funding by NIAID; and a map showing the impact of the HiveNYC Learning Network. Visual Insights will be an essential resource on basic information visualization techniques for scholars in many fields, students, designers, or anyone who works with data.

Book Synopsis Visual Insights by : Katy Borner

Download or read book Visual Insights written by Katy Borner and published by MIT Press. This book was released on 2014-01-24 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to the basics of information visualization that teaches nonprogrammers how to use advanced data mining and visualization techniques to design insightful visualizations. In the age of Big Data, the tools of information visualization offer us a macroscope to help us make sense of the avalanche of data available on every subject. This book offers a gentle introduction to the design of insightful information visualizations. It is the only book on the subject that teaches nonprogrammers how to use open code and open data to design insightful visualizations. Readers will learn to apply advanced data mining and visualization techniques to make sense of temporal, geospatial, topical, and network data. The book, developed for use in an information visualization MOOC, covers data analysis algorithms that enable extraction of patterns and trends in data, with chapters devoted to “when” (temporal data), “where” (geospatial data), “what” (topical data), and “with whom” (networks and trees); and to systems that drive research and development. Examples of projects undertaken for clients include an interactive visualization of the success of game player activity in World of Warcraft; a visualization of 311 number adoption that shows the diffusion of non-emergency calls in the United States; a return on investment study for two decades of HIV/AIDS research funding by NIAID; and a map showing the impact of the HiveNYC Learning Network. Visual Insights will be an essential resource on basic information visualization techniques for scholars in many fields, students, designers, or anyone who works with data.

Data Visualization Made Simple

Author: Kristen Sosulski

Publisher: Routledge

Published: 2018-09-27

Total Pages: 272

ISBN-13: 135138077X

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Data Visualization Made Simple is a practical guide to the fundamentals, strategies, and real-world cases for data visualization, an essential skill required in today’s information-rich world. With foundations rooted in statistics, psychology, and computer science, data visualization offers practitioners in almost every field a coherent way to share findings from original research, big data, learning analytics, and more. In nine appealing chapters, the book: examines the role of data graphics in decision-making, sharing information, sparking discussions, and inspiring future research; scrutinizes data graphics, deliberates on the messages they convey, and looks at options for design visualization; and includes cases and interviews to provide a contemporary view of how data graphics are used by professionals across industries Both novices and seasoned designers in education, business, and other areas can use this book’s effective, linear process to develop data visualization literacy and promote exploratory, inquiry-based approaches to visualization problems.

Book Synopsis Data Visualization Made Simple by : Kristen Sosulski

Download or read book Data Visualization Made Simple written by Kristen Sosulski and published by Routledge. This book was released on 2018-09-27 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Visualization Made Simple is a practical guide to the fundamentals, strategies, and real-world cases for data visualization, an essential skill required in today’s information-rich world. With foundations rooted in statistics, psychology, and computer science, data visualization offers practitioners in almost every field a coherent way to share findings from original research, big data, learning analytics, and more. In nine appealing chapters, the book: examines the role of data graphics in decision-making, sharing information, sparking discussions, and inspiring future research; scrutinizes data graphics, deliberates on the messages they convey, and looks at options for design visualization; and includes cases and interviews to provide a contemporary view of how data graphics are used by professionals across industries Both novices and seasoned designers in education, business, and other areas can use this book’s effective, linear process to develop data visualization literacy and promote exploratory, inquiry-based approaches to visualization problems.

Visual Communication

Author: Janis Teruggi Page

Publisher: John Wiley & Sons

Published: 2021-06-15

Total Pages: 27

ISBN-13: 1119227305

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Teaches visual literacy, theory, scholarly critique, and practical application of visuals in professional communication careers Visual Communication: Insights and Strategies explores visual imagery in advertising, news coverage, political discourse, popular culture, and digital and social media technologies. It is filled with insights into the role of visuals in our dynamic social environment and contains strategies on how to use them. The authors provide an overview of theoretically-informed literacy and critical analysis of visual communication and demonstrate the ways in which we can assess and apply this knowledge in the fields of advertising, public relations, journalism, organizational communication, and intercultural communication. This important book: Reveals how to analyze visual imagery Introduces a 3-step process, Research-Evaluate-Create, to apply the knowledge gained Combines research, theory, and professional practice of visual communication Designed for undergraduate and graduate courses in visual communication as well as visual rhetoric, visual literacy, and visual culture, Visual Communication: Insights and Strategies reveals how to apply rhetorical theories to visual imagery.

Book Synopsis Visual Communication by : Janis Teruggi Page

Download or read book Visual Communication written by Janis Teruggi Page and published by John Wiley & Sons. This book was released on 2021-06-15 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaches visual literacy, theory, scholarly critique, and practical application of visuals in professional communication careers Visual Communication: Insights and Strategies explores visual imagery in advertising, news coverage, political discourse, popular culture, and digital and social media technologies. It is filled with insights into the role of visuals in our dynamic social environment and contains strategies on how to use them. The authors provide an overview of theoretically-informed literacy and critical analysis of visual communication and demonstrate the ways in which we can assess and apply this knowledge in the fields of advertising, public relations, journalism, organizational communication, and intercultural communication. This important book: Reveals how to analyze visual imagery Introduces a 3-step process, Research-Evaluate-Create, to apply the knowledge gained Combines research, theory, and professional practice of visual communication Designed for undergraduate and graduate courses in visual communication as well as visual rhetoric, visual literacy, and visual culture, Visual Communication: Insights and Strategies reveals how to apply rhetorical theories to visual imagery.

Database and Expert Systems Applications

Author: Sven Hartmann

Publisher: Springer Nature

Published: 2020-09-13

Total Pages: 469

ISBN-13: 3030590038

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The double volumes LNCS 12391-12392 constitutes the papers of the 31st International Conference on Database and Expert Systems Applications, DEXA 2020, which will be held online in September 2020. The 38 full papers presented together with 20 short papers plus 1 keynote papers in these volumes were carefully reviewed and selected from a total of 190 submissions.

Book Synopsis Database and Expert Systems Applications by : Sven Hartmann

Download or read book Database and Expert Systems Applications written by Sven Hartmann and published by Springer Nature. This book was released on 2020-09-13 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: The double volumes LNCS 12391-12392 constitutes the papers of the 31st International Conference on Database and Expert Systems Applications, DEXA 2020, which will be held online in September 2020. The 38 full papers presented together with 20 short papers plus 1 keynote papers in these volumes were carefully reviewed and selected from a total of 190 submissions.

Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments

Author: Daniel Archambault

Publisher: Springer

Published: 2017-09-27

Total Pages: 191

ISBN-13: 3319664352

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As the outcome of the Dagstuhl Seminar 15481 on Crowdsourcing and Human-Centered Experiments, this book is a primer for computer science researchers who intend to use crowdsourcing technology for human centered experiments. The focus of this Dagstuhl seminar, held in Dagstuhl Castle in November 2015, was to discuss experiences and methodological considerations when using crowdsourcing platforms to run human-centered experiments to test the effectiveness of visual representations. The inspiring Dagstuhl atmosphere fostered discussions and brought together researchers from different research directions. The papers provide information on crowdsourcing technology and experimental methodologies, comparisons between crowdsourcing and lab experiments, the use of crowdsourcing for visualisation, psychology, QoE and HCI empirical studies, and finally the nature of crowdworkers and their work, their motivation and demographic background, as well as the relationships among people forming the crowdsourcing community.

Book Synopsis Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments by : Daniel Archambault

Download or read book Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments written by Daniel Archambault and published by Springer. This book was released on 2017-09-27 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the outcome of the Dagstuhl Seminar 15481 on Crowdsourcing and Human-Centered Experiments, this book is a primer for computer science researchers who intend to use crowdsourcing technology for human centered experiments. The focus of this Dagstuhl seminar, held in Dagstuhl Castle in November 2015, was to discuss experiences and methodological considerations when using crowdsourcing platforms to run human-centered experiments to test the effectiveness of visual representations. The inspiring Dagstuhl atmosphere fostered discussions and brought together researchers from different research directions. The papers provide information on crowdsourcing technology and experimental methodologies, comparisons between crowdsourcing and lab experiments, the use of crowdsourcing for visualisation, psychology, QoE and HCI empirical studies, and finally the nature of crowdworkers and their work, their motivation and demographic background, as well as the relationships among people forming the crowdsourcing community.

Deep Learning Networks

Author: Jayakumar Singaram

Publisher: Springer Nature

Published: 2023-12-03

Total Pages: 173

ISBN-13: 3031392442

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This textbook presents multiple facets of design, development and deployment of deep learning networks for both students and industry practitioners. It introduces a deep learning tool set with deep learning concepts interwoven to enhance understanding. It also presents the design and technical aspects of programming along with a practical way to understand the relationships between programming and technology for a variety of applications. It offers a tutorial for the reader to learn wide-ranging conceptual modeling and programming tools that animate deep learning applications. The book is especially directed to students taking senior level undergraduate courses and to industry practitioners interested in learning about and applying deep learning methods to practical real-world problems.

Book Synopsis Deep Learning Networks by : Jayakumar Singaram

Download or read book Deep Learning Networks written by Jayakumar Singaram and published by Springer Nature. This book was released on 2023-12-03 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents multiple facets of design, development and deployment of deep learning networks for both students and industry practitioners. It introduces a deep learning tool set with deep learning concepts interwoven to enhance understanding. It also presents the design and technical aspects of programming along with a practical way to understand the relationships between programming and technology for a variety of applications. It offers a tutorial for the reader to learn wide-ranging conceptual modeling and programming tools that animate deep learning applications. The book is especially directed to students taking senior level undergraduate courses and to industry practitioners interested in learning about and applying deep learning methods to practical real-world problems.

Natural Language Interfaces to Databases

Author: Yunyao Li

Publisher: Springer Nature

Published: 2023-11-24

Total Pages: 248

ISBN-13: 3031450434

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This book presents a comprehensive overview of Natural Language Interfaces to Databases (NLIDBs), an indispensable tool in the ever-expanding realm of data-driven exploration and decision making. After first demonstrating the importance of the field using an interactive ChatGPT session, the book explores the remarkable progress and general challenges faced with real-world deployment of NLIDBs. It goes on to provide readers with a holistic understanding of the intricate anatomy, essential components, and mechanisms underlying NLIDBs and how to build them. Key concepts in representing, querying, and processing structured data as well as approaches for optimizing user queries are established for the reader before their application in NLIDBs is explored. The book discusses text to data through early relevant work on semantic parsing and meaning representation before turning to cutting-edge advancements in how NLIDBs are empowered to comprehend and interpret human languages. Various evaluation methodologies, metrics, datasets and benchmarks that play a pivotal role in assessing the effectiveness of mapping natural language queries to formal queries in a database and the overall performance of a system are explored. The book then covers data to text, where formal representations of structured data are transformed into coherent and contextually relevant human-readable narratives. It closes with an exploration of the challenges and opportunities related to interactivity and its corresponding techniques for each dimension, such as instances of conversational NLIDBs and multi-modal NLIDBs where user input is beyond natural language. This book provides a balanced mixture of theoretical insights, practical knowledge, and real-world applications that will be an invaluable resource for researchers, practitioners, and students eager to explore the fundamental concepts of NLIDBs.

Book Synopsis Natural Language Interfaces to Databases by : Yunyao Li

Download or read book Natural Language Interfaces to Databases written by Yunyao Li and published by Springer Nature. This book was released on 2023-11-24 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of Natural Language Interfaces to Databases (NLIDBs), an indispensable tool in the ever-expanding realm of data-driven exploration and decision making. After first demonstrating the importance of the field using an interactive ChatGPT session, the book explores the remarkable progress and general challenges faced with real-world deployment of NLIDBs. It goes on to provide readers with a holistic understanding of the intricate anatomy, essential components, and mechanisms underlying NLIDBs and how to build them. Key concepts in representing, querying, and processing structured data as well as approaches for optimizing user queries are established for the reader before their application in NLIDBs is explored. The book discusses text to data through early relevant work on semantic parsing and meaning representation before turning to cutting-edge advancements in how NLIDBs are empowered to comprehend and interpret human languages. Various evaluation methodologies, metrics, datasets and benchmarks that play a pivotal role in assessing the effectiveness of mapping natural language queries to formal queries in a database and the overall performance of a system are explored. The book then covers data to text, where formal representations of structured data are transformed into coherent and contextually relevant human-readable narratives. It closes with an exploration of the challenges and opportunities related to interactivity and its corresponding techniques for each dimension, such as instances of conversational NLIDBs and multi-modal NLIDBs where user input is beyond natural language. This book provides a balanced mixture of theoretical insights, practical knowledge, and real-world applications that will be an invaluable resource for researchers, practitioners, and students eager to explore the fundamental concepts of NLIDBs.

IBM Watson Projects

Author: James D. Miller

Publisher: Packt Publishing Ltd

Published: 2018-09-29

Total Pages: 332

ISBN-13: 178934669X

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Incorporate intelligence to your data-driven business insights and high accuracy business solutions Key FeaturesExplore IBM Watson capabilities such as Natural Language Processing (NLP) and machine learningBuild projects to adopt IBM Watson across retail, banking, and healthcareLearn forecasting, anomaly detection, and pattern recognition with ML techniquesBook Description IBM Watson provides fast, intelligent insight in ways that the human brain simply can't match. Through eight varied projects, this book will help you explore the computing and analytical capabilities of IBM Watson. The book begins by refreshing your knowledge of IBM Watson's basic data preparation capabilities, such as adding and exploring data to prepare it for being applied to models. The projects covered in this book can be developed for different industries, including banking, healthcare, media, and security. These projects will enable you to develop an AI mindset and guide you in developing smart data-driven projects, including automating supply chains, analyzing sentiment in social media datasets, and developing personalized recommendations. By the end of this book, you'll have learned how to develop solutions for process automation, and you'll be able to make better data-driven decisions to deliver an excellent customer experience. What you will learnBuild a smart dialog system with cognitive assistance solutionsDesign a text categorization model and perform sentiment analysis on social media datasetsDevelop a pattern recognition application and identify data irregularities smartlyAnalyze trip logs from a driving services company to determine profitProvide insights into an organization's supply chain data and processesCreate personalized recommendations for retail chains and outletsTest forecasting effectiveness for better sales prediction strategiesWho this book is for This book is for data scientists, AI engineers, NLP engineers, machine learning engineers, and data analysts who wish to build next-generation analytics applications. Basic familiarity with cognitive computing and sound knowledge of any programming language is all you need to understand the projects covered in this book.

Book Synopsis IBM Watson Projects by : James D. Miller

Download or read book IBM Watson Projects written by James D. Miller and published by Packt Publishing Ltd. This book was released on 2018-09-29 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Incorporate intelligence to your data-driven business insights and high accuracy business solutions Key FeaturesExplore IBM Watson capabilities such as Natural Language Processing (NLP) and machine learningBuild projects to adopt IBM Watson across retail, banking, and healthcareLearn forecasting, anomaly detection, and pattern recognition with ML techniquesBook Description IBM Watson provides fast, intelligent insight in ways that the human brain simply can't match. Through eight varied projects, this book will help you explore the computing and analytical capabilities of IBM Watson. The book begins by refreshing your knowledge of IBM Watson's basic data preparation capabilities, such as adding and exploring data to prepare it for being applied to models. The projects covered in this book can be developed for different industries, including banking, healthcare, media, and security. These projects will enable you to develop an AI mindset and guide you in developing smart data-driven projects, including automating supply chains, analyzing sentiment in social media datasets, and developing personalized recommendations. By the end of this book, you'll have learned how to develop solutions for process automation, and you'll be able to make better data-driven decisions to deliver an excellent customer experience. What you will learnBuild a smart dialog system with cognitive assistance solutionsDesign a text categorization model and perform sentiment analysis on social media datasetsDevelop a pattern recognition application and identify data irregularities smartlyAnalyze trip logs from a driving services company to determine profitProvide insights into an organization's supply chain data and processesCreate personalized recommendations for retail chains and outletsTest forecasting effectiveness for better sales prediction strategiesWho this book is for This book is for data scientists, AI engineers, NLP engineers, machine learning engineers, and data analysts who wish to build next-generation analytics applications. Basic familiarity with cognitive computing and sound knowledge of any programming language is all you need to understand the projects covered in this book.

The Power of Visuals: Innovations in Communication Design

Author: Prof. Hannakumari Chauhan

Publisher: Inkbound Publishers

Published: 2023-06-15

Total Pages: 194

ISBN-13: 8197138273

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Uncover the power of visuals in communication design, exploring innovative approaches and tools that enhance visual storytelling. This book is essential for designers seeking to create compelling and effective visual content.

Book Synopsis The Power of Visuals: Innovations in Communication Design by : Prof. Hannakumari Chauhan

Download or read book The Power of Visuals: Innovations in Communication Design written by Prof. Hannakumari Chauhan and published by Inkbound Publishers. This book was released on 2023-06-15 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncover the power of visuals in communication design, exploring innovative approaches and tools that enhance visual storytelling. This book is essential for designers seeking to create compelling and effective visual content.

The Routledge Companion to Visual Organization

Author: Emma Bell

Publisher: Routledge

Published: 2014-01-23

Total Pages: 626

ISBN-13: 113500546X

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The visual constitutes an increasingly significant element of contemporary organization, as post-industrial societies move towards economies founded on creative and knowledge-intensive industries. The visual has thereby entered into almost every aspect of corporate strategy, operations, and communication; reconfiguring basic notions of management practice and introducing new challenges in the study of organizations. This volume provides a comprehensive insight into the ways in which organizations and their members visualize their identities and practices and how they are viewed by those who are external to organizations, including researchers. With contributions from leading academics across the world, The Routledge Companion to Visual Organization is a valuable reference source for students and academics interested in disciplines such as film studies, entrepreneurship, marketing, sociology and most importantly, organizational behaviour.

Book Synopsis The Routledge Companion to Visual Organization by : Emma Bell

Download or read book The Routledge Companion to Visual Organization written by Emma Bell and published by Routledge. This book was released on 2014-01-23 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: The visual constitutes an increasingly significant element of contemporary organization, as post-industrial societies move towards economies founded on creative and knowledge-intensive industries. The visual has thereby entered into almost every aspect of corporate strategy, operations, and communication; reconfiguring basic notions of management practice and introducing new challenges in the study of organizations. This volume provides a comprehensive insight into the ways in which organizations and their members visualize their identities and practices and how they are viewed by those who are external to organizations, including researchers. With contributions from leading academics across the world, The Routledge Companion to Visual Organization is a valuable reference source for students and academics interested in disciplines such as film studies, entrepreneurship, marketing, sociology and most importantly, organizational behaviour.