Cognitive Biases In Visualizations
DOWNLOAD
Download Cognitive Biases In Visualizations PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Cognitive Biases In Visualizations book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Cognitive Biases In Visualizations
DOWNLOAD
Author : Geoffrey Ellis
language : en
Publisher: Springer
Release Date : 2018-09-27
Cognitive Biases In Visualizations written by Geoffrey Ellis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-27 with Computers categories.
This book brings together the latest research in this new and exciting area of visualization, looking at classifying and modelling cognitive biases, together with user studies which reveal their undesirable impact on human judgement, and demonstrating how visual analytic techniques can provide effective support for mitigating key biases. A comprehensive coverage of this very relevant topic is provided though this collection of extended papers from the successful DECISIVe workshop at IEEE VIS, together with an introduction to cognitive biases and an invited chapter from a leading expert in intelligence analysis. Cognitive Biases in Visualizations will be of interest to a wide audience from those studying cognitive biases to visualization designers and practitioners. It offers a choice of research frameworks, help with the design of user studies, and proposals for the effective measurement of biases. The impact of human visualization literacy, competence and human cognition on cognitive biases are also examined, as well as the notion of system-induced biases. The well referenced chapters provide an excellent starting point for gaining an awareness of the detrimental effect that some cognitive biases can have on users’ decision-making. Human behavior is complex and we are only just starting to unravel the processes involved and investigate ways in which the computer can assist, however the final section supports the prospect that visual analytics, in particular, can counter some of the more common cognitive errors, which have been proven to be so costly.
Visualization Psychology
DOWNLOAD
Author : Danielle Albers Szafir
language : en
Publisher: Springer Nature
Release Date : 2023-11-06
Visualization Psychology written by Danielle Albers Szafir and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-06 with Computers categories.
This book designates Visualization Psychology as an interdisciplinary subject. The book contains literature reviews and experimental works that exemplify a range of open questions at this critical intersection. It also includes discourses that envision how the subject may be developed in the coming years and decades. The field of visualization is a rich playground for discovering new knowledge in both visualization and psychology. As visualization techniques augment human cognition, these techniques must be developed and improved by building on theoretical, empirical and methodological knowledge from psychology. At the same time, visualization processes surface numerous phenomena about interactions between the human mind and digital entities, such as data, visual imagery, algorithms, and computer-generated predictions and recommendations. Visualization psychology is a new type of science in the making.
Encyclopedia Of Data Science And Machine Learning
DOWNLOAD
Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2023-01-20
Encyclopedia Of Data Science And Machine Learning written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Computers categories.
Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.
Visualizing With Text
DOWNLOAD
Author : Richard Brath
language : en
Publisher: CRC Press
Release Date : 2020-11-01
Visualizing With Text written by Richard Brath and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-01 with Computers categories.
Visualizing with Text uncovers the rich palette of text elements usable in visualizations from simple labels through to documents. Using a multidisciplinary research effort spanning across fields including visualization, typography, and cartography, it builds a solid foundation for the design space of text in visualization. The book illustrates many new kinds of visualizations, including microtext lines, skim formatting, and typographic sets that solve some of the shortcomings of well-known visualization techniques. Key features: More than 240 illustrations to aid inspiration of new visualizations Eight new approaches to data visualization leveraging text Quick reference guide for visualization with text Builds a solid foundation extending current visualization theory Bridges between visualization, typography, text analytics, and natural language processing The author website, including teaching exercises and interactive demos and code, can be found here. Designers, developers, and academics can use this book as a reference and inspiration for new approaches to visualization in any application that uses text.
Foundations Of Data Visualization
DOWNLOAD
Author : Min Chen
language : en
Publisher: Springer Nature
Release Date : 2020-08-11
Foundations Of Data Visualization written by Min Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-11 with Computers categories.
This is the first book that focuses entirely on the fundamental questions in visualization. Unlike other existing books in the field, it contains discussions that go far beyond individual visual representations and individual visualization algorithms. It offers a collection of investigative discourses that probe these questions from different perspectives, including concepts that help frame these questions and their potential answers, mathematical methods that underpin the scientific reasoning of these questions, empirical methods that facilitate the validation and falsification of potential answers, and case studies that stimulate hypotheses about potential answers while providing practical evidence for such hypotheses. Readers are not instructed to follow a specific theory, but their attention is brought to a broad range of schools of thoughts and different ways of investigating fundamental questions. As such, the book represents the by now most significant collective effort for gathering a large collection of discourses on the foundation of data visualization. Data visualization is a relatively young scientific discipline. Over the last three decades, a large collection of computer-supported visualization techniques have been developed, and the merits and benefits of using these techniques have been evidenced by numerous applications in practice. These technical advancements have given rise to the scientific curiosity about some fundamental questions such as why and how visualization works, when it is useful or effective and when it is not, what are the primary factors affecting its usefulness and effectiveness, and so on. This book signifies timely and exciting opportunities to answer such fundamental questions by building on the wealth of knowledge and experience accumulated in developing and deploying visualization technology in practice.
Beautiful Visualization
DOWNLOAD
Author : Julie Steele
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2010-04-23
Beautiful Visualization written by Julie Steele and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-23 with Computers categories.
Visualization is the graphic presentation of data -- portrayals meant to reveal complex information at a glance. Think of the familiar map of the New York City subway system, or a diagram of the human brain. Successful visualizations are beautiful not only for their aesthetic design, but also for elegant layers of detail that efficiently generate insight and new understanding. This book examines the methods of two dozen visualization experts who approach their projects from a variety of perspectives -- as artists, designers, commentators, scientists, analysts, statisticians, and more. Together they demonstrate how visualization can help us make sense of the world. Explore the importance of storytelling with a simple visualization exercise Learn how color conveys information that our brains recognize before we're fully aware of it Discover how the books we buy and the people we associate with reveal clues to our deeper selves Recognize a method to the madness of air travel with a visualization of civilian air traffic Find out how researchers investigate unknown phenomena, from initial sketches to published papers Contributors include: Nick Bilton,Michael E. Driscoll,Jonathan Feinberg,Danyel Fisher,Jessica Hagy,Gregor Hochmuth,Todd Holloway,Noah Iliinsky,Eddie Jabbour,Valdean Klump,Aaron Koblin,Robert Kosara,Valdis Krebs,JoAnn Kuchera-Morin et al.,Andrew Odewahn,Adam Perer,Anders Persson,Maximilian Schich,Matthias Shapiro,Julie Steele,Moritz Stefaner,Jer Thorp,Fernanda Viegas,Martin Wattenberg,and Michael Young.
Adaptive And Personalized Visualization
DOWNLOAD
Author : Alvitta Ottley
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Adaptive And Personalized Visualization written by Alvitta Ottley and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Mathematics categories.
There is ample evidence in the visualization community that individual differences matter. These prior works highlight various personality traits and cognitive abilities that can modulate the use of the visualization systems and demonstrate a measurable influence on speed, accuracy, process, and attention. Perhaps the most important implication of this body of work is that we can use individual differences as a mechanism for estimating when a design is effective or to identify when people may struggle with visualization designs. These effects can have a critical impact on consequential decision-making processes. One study that appears in this book investigated the impact of visualization on medical decision-making showed that visual aides tended to be most beneficial for people with high spatial ability, a metric that measures a person’s ability to represent and manipulate two- or three-dimensional representations of objects mentally. The results showed that participants with low spatial ability had difficulty interpreting and analyzing the underlying medical data when they use visual aids. Overall, approximately 50% of the studied population were unsupported by the visualization tools when making a potentially life-critical decision. As data fluency continues to become an essential skill for our everyday lives, we must embrace the growing need to understand the factors that may render our tools ineffective and identify concrete steps for improvement. This book presents my current understanding of how individual differences in personality interact with visualization use and draws from recent research in the Visualization, Human-Computer Interaction, and Psychology communities. We focus on the specific designs and tasks for which there is concrete evidence of performance divergence due to personality. Additionally, we highlight an exciting research agenda that is centered around creating tailored visualization systems that are aligned with people’s abilities. The purpose of this book is to underscore the need to consider individual differences when designing and evaluating visualization systems and to call attention to this critical research direction.
Hands On Data Visualization
DOWNLOAD
Author : Jack Dougherty
language : en
Publisher: O'Reilly Media
Release Date : 2021-04-30
Hands On Data Visualization written by Jack Dougherty and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-30 with categories.
Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website, beginning with simple drag-and-drop tools such as Google Sheets, Datawrapper, and Tableau Public. You'll also gradually learn how to edit open source code templates like Chart.js, Highcharts, and Leaflet on GitHub. Hands-On Data Visualization for All takes you step-by-step through tutorials, real-world examples, and online resources. This hands-on resource is ideal for students, nonprofit organizations, small business owners, local governments, journalists, academics, and anyone who wants to take data out of spreadsheets and turn it into lively interactive stories. No coding experience is required. Build interactive charts and maps and embed them in your website Understand the principles for designing effective charts and maps Learn key data visualization concepts to help you choose the right tools Convert and transform tabular and spatial data to tell your data story Edit and host Chart.js, Highcharts, and Leaflet map code templates on GitHub Learn how to detect bias in charts and maps produced by others
Proceedings Of The International Conference Theory And Applications In The Knowledge Economy Take 2019
DOWNLOAD
Author : Florian Kragulj
language : en
Publisher: Eduardo Tomé
Release Date : 2019-07-10
Proceedings Of The International Conference Theory And Applications In The Knowledge Economy Take 2019 written by Florian Kragulj and has been published by Eduardo Tomé this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-10 with Business & Economics categories.
Foreword Ten years is a long time. In 2009 a bunch of friends gathered in Portugal for a conference that was to precede TAKE. In 2011 we repeated. Then, after a strange sequence of events, we finally organized TAKE for the first time in 2015 in Aveiro, followed by Zagreb, Poznan and now Vienna. Florian Kragulj was in the first TAKE in Aveiro and from the start showed the highest level of enthusiasm and professionalism in the event. These characteristics were kept alive during all the 15 or so months during which we organized TAKE 2019. That this edition of TAKE involves several entities linked with academia, i.e. WU Vienna University of Economics and Business, the Austrian Economic Chamber and the Institute for Applied Research on Skilled Crafts and Trades (IAGF). This in itself a big success and a sign of the Conference improvement. Also, we may see, by analysing the papers and in particular the streams, that TAKE has been following the economic times, and this year we have several papers on the Gig Economy. Only good conferences adjust, the others get stuck in time. And success in Conferences is about teams. And in TAKE that team, is indeed, a very large group of people including the co-chairs, the local organizing team, the material organizers (Book of Abstracts and Proceedings), the stream leaders, and the paper reviewers – without all these persons nothing could have been done. And finally we had to depend on the authors, and their willingness to work with us. Without the work of these large dozens of devoted and skilled people TAKE 2019 would not have existed. May I also mention that this time and with Florian’s impulse and skill the organization of TAKE was improved in technological terms – in short we became techno – we used a website to deliver the mail list, a website to receive the scientific material and another website to receive the fees. All these were investments that eventually paid of, and that will guarantee a more stable organization for TAKE in the future. And we owe it to Florian. However, as the Human Resource Development part of TAKE (and more than anyone Gary Mc Lean) would remind us – “We are humans, Eduardo”, and technology helps, but in the end, is attention to detail, capacity to deal with the bizarre and to accommodate the weirdness making sometimes the impossible possible that differentiates a good conference, made doing things right, from an excellent conference, based in doing the right things. And on this last matter, believe me, we in TAKE are among the best in the world, because apart from being outstanding scholars, and good colleagues, we are an amazing group of friends, and friendship is the best way to turn good conferences into outstanding ones. Many thanks, from the heart and enjoy the Conference. Eduardo Tomé Conference Chair, Universidad Europeia Lisbon, July 2019, Lisbon, Portugal
Proceedings Of The International Conference Theory And Applications In The Knowledge Economy Take 2017
DOWNLOAD
Author : Blazenka Knezevic
language : en
Publisher: Eduardo Tomé
Release Date : 2017-07-08
Proceedings Of The International Conference Theory And Applications In The Knowledge Economy Take 2017 written by Blazenka Knezevic and has been published by Eduardo Tomé this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-08 with Business & Economics categories.
Foreword A famous Portuguese Poet once said around one hundred years ago; “before I was born all the words that should save the Humanity had already been written.., the only thing that was missing was to save Humanity.” Fast forward to the 21st century services led and knowledge based economy, and we have myriads of theoretical study about the decisive assets – namely intangibles. Those analysis are made in several perspectives, namely Human Resources, Knowledge Management, Intellectual Capital, and also many sectorial perspectiveslike Trade, Economics, Logistics, Social Policy etc. However, today the question about the applicability of all these studies remains unsolved. So, it like, many of the words that will save the Knowledge Economy have already been written, all we need is to save the Knowledge Economy…Or is it not? The idea behind TAKE Conference was to provide a multidisciplinary forum in which those multiple perspectives will come together. We believe it is a fruitful operation and we intend to continue the exercise in the future. The problem of the relation between theory and practice in the knowledge economy is getting more important and not lessimportant with the development of the BRICS and other nations. TAKE main question will be one of the problems of the 21st century. Following the promising start of TAKE 2016 in Aveiro, Portugal, TAKE 2017 was organized by the Faculty of Economics of Zagreb University, around Prof. Blazenka Knezevic. I would like to thank her and her team for the massive effort in putting TAKE 2017 together. It will be a very nice and memorable conference. I would like also to thank the 5 keynotes, the special sessions and workshop organizes, the authors of the 60 papers and 5 posters, the stream leaders, the reviewers and the sponsors for the efforts. And to the 90 participants from 20 countries: Austria, Bosnia‐Herzegovina, Canada, Croatia, Germany, Hong Kong, Hungary, Netherlands, Mexico, Portugal, Poland, Romania, Russia, South Africa, Serbia, Slovakia, Spain, Thailand, United Kingdom, United States. A special word to Prof. Gaby Neumann from Wildau who organized the Proceedings. Let us make TAKE 2017 a great occasion and help save the knowledge economy a bit. Eduardo Tomé, Conference Chair Zagreb, July 2017