Cognitive Biases in Visualizations

Cognitive Biases in Visualizations PDF Author: Geoffrey Ellis
Publisher: Springer
ISBN: 3319958313
Category : Computers
Languages : en
Pages : 184

Get Book

Book Description
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.

Cognitive Biases in Design

Cognitive Biases in Design PDF Author: Joo-Hwa Bay
Publisher:
ISBN:
Category : Architectural design
Languages : en
Pages : 270

Get Book

Book Description


Cognitive Biases in Visualizations

Cognitive Biases in Visualizations PDF Author: Geoffrey Ellis
Publisher: Springer
ISBN: 3319958313
Category : Computers
Languages : en
Pages : 184

Get Book

Book Description
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.

Thinking, Fast and Slow

Thinking, Fast and Slow PDF Author: Daniel Kahneman
Publisher: Farrar, Straus and Giroux
ISBN: 1429969350
Category : Psychology
Languages : en
Pages : 511

Get Book

Book Description
Major New York Times bestseller Winner of the National Academy of Sciences Best Book Award in 2012 Selected by the New York Times Book Review as one of the ten best books of 2011 A Globe and Mail Best Books of the Year 2011 Title One of The Economist's 2011 Books of the Year One of The Wall Street Journal's Best Nonfiction Books of the Year 2011 2013 Presidential Medal of Freedom Recipient Kahneman's work with Amos Tversky is the subject of Michael Lewis's The Undoing Project: A Friendship That Changed Our Minds In his mega bestseller, Thinking, Fast and Slow, Daniel Kahneman, the renowned psychologist and winner of the Nobel Prize in Economics, takes us on a groundbreaking tour of the mind and explains the two systems that drive the way we think. System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. The impact of overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the profound effect of cognitive biases on everything from playing the stock market to planning our next vacation—each of these can be understood only by knowing how the two systems shape our judgments and decisions. Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Winner of the National Academy of Sciences Best Book Award and the Los Angeles Times Book Prize and selected by The New York Times Book Review as one of the ten best books of 2011, Thinking, Fast and Slow is destined to be a classic.

Experiencing Design

Experiencing Design PDF Author: Jeanne Liedtka
Publisher: Columbia University Press
ISBN: 0231550731
Category : Business & Economics
Languages : en
Pages : 327

Get Book

Book Description
In daylong hackathons, design thinking seems deceptively easy. On the surface, it involves a set of seemingly simple activities such as gathering data, identifying insights, generating ideas, prototyping, and experimentation. But practiced at a superficial level, even great design tools don’t go deep enough to create the shifts in mindset and skillset that are required to achieve transformational impact. Going deep with design requires more than changing the activities of innovators; it involves creating the conditions that shape who they become. Individuals become design thinkers by experiencing design. Drawing on decades of researching design thinking and teaching it to people not trained in design, Jeanne Liedtka, Karen Hold, and Jessica Eldridge offer a guide for how to create these deep experiences at each stage of the design thinking journey, whether for an individual, a team, or an organization. For each experience phase, they specify the mindset shifts and competencies that need to be achieved, describe how different personality types experience different kinds of journeys, and show how to fully leverage the diversity of teams. Experiencing Design explores both the science and practicalities of design and includes two assessment instruments for individual and organizational development. Ultimately, innovators need to be someone new to create something new. This book shows you how to use design thinking to make this happen.

Design for Cognitive Bias

Design for Cognitive Bias PDF Author: David Dylan Thomas
Publisher:
ISBN: 9781937557973
Category : Decision making
Languages : en
Pages : 106

Get Book

Book Description
We humans are messy, illogical creatures who like to imagine we're in control--but we blithely let our biases lead us astray. In Design for Cognitive Bias, David Dylan Thomas lays bare the irrational forces that shape our everyday decisions and, inevitably, inform the experiences we craft. Once we grasp the logic powering these forces, we stand a fighting chance of confronting them, tempering them, and even harnessing them for good. Come along on a whirlwind tour of the cognitive biases that encroach on our lives and our work, and learn to start designing more consciously.

Cognitive Illusions

Cognitive Illusions PDF Author: Rüdiger F Pohl
Publisher: Psychology Press
ISBN: 113584495X
Category : Psychology
Languages : en
Pages : 452

Get Book

Book Description
Cognitive Illusions investigates a wide range of fascinating psychological effects in the way we think, judge and remember in our everyday lives. At the beginning of each chapter, leading researchers in the field introduce the background to phenomena such as illusions of control, overconfidence and hindsight bias. This is followed by an explanation of the experimental context in which these illusions can be investigated and a theoretical discussion drawing conclusions about the wider implications of these fallacy and bias effects. Written with researchers and instructors in mind, this tightly edited, reader-friendly text provides both an overview of research in the area and many lively pedagogic features such as chapter summaries, further reading lists and suggestions for classroom demonstrations.

Mistakes, Errors and Failures across Cultures

Mistakes, Errors and Failures across Cultures PDF Author: Elisabeth Vanderheiden
Publisher: Springer Nature
ISBN: 3030355748
Category : Psychology
Languages : en
Pages : 624

Get Book

Book Description
This volume provides comprehensible, strength-based perspectives on contemporary research and practice related to navigating mistakes, errors and failures across cultures. It addresses these concepts across cultural contexts and explores any or all of these three concepts from a positive psychology or positive organisational perspective, highlighting their potential as resources. The volume further discusses the consequences of errors and failures at individual, organisational and societal levels, ranging from severe personal problems to organisational and collective crises, perspectives how those can be turned into opportunities for contingent and sustainable improvement processes. The book shows that there are significant cultural differences in the understanding, interpretation and handling of errors and failures. This volume provides practical guidance for transcultural understanding of mistakes, errors and failure through new models, ideas for self-reflection, therapeutic and counselling interventions and organisational change management processes. This book is a must for researchers and practitioners working on mistakes, errors and failures across cultures and disciplines!

Why Are We Yelling?

Why Are We Yelling? PDF Author: Buster Benson
Publisher: Penguin
ISBN: 0525540105
Category : Business & Economics
Languages : en
Pages : 290

Get Book

Book Description
Have you ever walked away from an argument and suddenly thought of all the brilliant things you wish you'd said? Do you avoid certain family members and colleagues because of bitter, festering tension that you can't figure out how to address? Now, finally, there's a solution: a new framework that frees you from the trap of unproductive conflict and pointless arguing forever. If the threat of raised voices, emotional outbursts, and public discord makes you want to hide under the conference room table, you're not alone. Conflict, or the fear of it, can be exhausting. But as this powerful book argues, conflict doesn't have to be unpleasant. In fact, properly channeled, conflict can be the most valuable tool we have at our disposal for deepening relationships, solving problems, and coming up with new ideas. As the mastermind behind some of the highest-performing teams at Amazon, Twitter, and Slack, Buster Benson spent decades facilitating hard conversations in stressful environments. In this book, Buster reveals the psychological underpinnings of awkward, unproductive conflict and the critical habits anyone can learn to avoid it. Armed with a deeper understanding of how arguments, you'll be able to: Remain confident when you're put on the spot Diffuse tense moments with a few strategic questions Facilitate creative solutions even when your team has radically different perspectives Why Are We Yelling will shatter your assumptions about what makes arguments productive. You'll find yourself having fewer repetitive, predictable fights once you're empowered to identify your biases, listen with an open mind, and communicate well.

The User Experience Team of One

The User Experience Team of One PDF Author: Leah Buley
Publisher: Rosenfeld Media
ISBN: 1933820896
Category : Business & Economics
Languages : en
Pages : 265

Get Book

Book Description
The User Experience Team of One prescribes a range of approaches that have big impact and take less time and fewer resources than the standard lineup of UX deliverables. Whether you want to cross over into user experience or you're a seasoned practitioner trying to drag your organization forward, this book gives you tools and insight for doing more with less.

Mismatch

Mismatch PDF Author: Kat Holmes
Publisher: MIT Press
ISBN: 0262038889
Category : Technology & Engineering
Languages : en
Pages : 173

Get Book

Book Description
How inclusive methods can build elegant design solutions that work for all. Sometimes designed objects reject their users: a computer mouse that doesn't work for left-handed people, for example, or a touchscreen payment system that only works for people who read English phrases, have 20/20 vision, and use a credit card. Something as simple as color choices can render a product unusable for millions. These mismatches are the building blocks of exclusion. In Mismatch, Kat Holmes describes how design can lead to exclusion, and how design can also remedy exclusion. Inclusive design methods—designing objects with rather than for excluded users—can create elegant solutions that work well and benefit all. Holmes tells stories of pioneers of inclusive design, many of whom were drawn to work on inclusion because of their own experiences of exclusion. A gamer and designer who depends on voice recognition shows Holmes his “Wall of Exclusion,” which displays dozens of game controllers that require two hands to operate; an architect shares her firsthand knowledge of how design can fail communities, gleaned from growing up in Detroit's housing projects; an astronomer who began to lose her eyesight adapts a technique called “sonification” so she can “listen” to the stars. Designing for inclusion is not a feel-good sideline. Holmes shows how inclusion can be a source of innovation and growth, especially for digital technologies. It can be a catalyst for creativity and a boost for the bottom line as a customer base expands. And each time we remedy a mismatched interaction, we create an opportunity for more people to contribute to society in meaningful ways.