Doing Better Statistics In Human Computer Interaction
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Modern Statistical Methods For Hci
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Author : Judy Robertson
language : en
Publisher: Springer
Release Date : 2016-03-22
Modern Statistical Methods For Hci written by Judy Robertson and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-22 with Computers categories.
This book critically reflects on current statistical methods used in Human-Computer Interaction (HCI) and introduces a number of novel methods to the reader. Covering many techniques and approaches for exploratory data analysis including effect and power calculations, experimental design, event history analysis, non-parametric testing and Bayesian inference; the research contained in this book discusses how to communicate statistical results fairly, as well as presenting a general set of recommendations for authors and reviewers to improve the quality of statistical analysis in HCI. Each chapter presents [R] code for running analyses on HCI examples and explains how the results can be interpreted. Modern Statistical Methods for HCI is aimed at researchers and graduate students who have some knowledge of “traditional” null hypothesis significance testing, but who wish to improve their practice by using techniques which have recently emerged from statistics and related fields. This book critically evaluates current practices within the field and supports a less rigid, procedural view of statistics in favour of fair statistical communication.
Statistics For Hci
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Author : Alan Dix
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Statistics For Hci written by Alan Dix 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 Computers categories.
Many people find statistics confusing, and perhaps even more confusing given recent publicity about problems with traditional p-values and alternative statistical techniques including confidence intervals and Bayesian statistics. This book aims to help readers navigate this morass: to understand the debates, to be able to read and assess other people's statistical reports, and make appropriate choices when designing and analysing their own experiments, empirical studies, and other forms of quantitative data gathering.
Doing Better Statistics In Human Computer Interaction
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Author : Paul Cairns
language : en
Publisher: Cambridge University Press
Release Date : 2019-02-07
Doing Better Statistics In Human Computer Interaction written by Paul Cairns and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-07 with Computers categories.
This book addresses common questions from HCI researchers when trying to do statistical analysis on their data.
Experimental Human Computer Interaction
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Author : Helen C. Purchase
language : en
Publisher: Cambridge University Press
Release Date : 2012-07-23
Experimental Human Computer Interaction written by Helen C. Purchase and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-23 with Computers categories.
Takes the human-computer interaction researcher through the complete experimental process, from identifying a research question, to conducting an experiment and analysing the results.
Research Methods For Human Computer Interaction
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Author : Paul Cairns
language : en
Publisher: Cambridge University Press
Release Date : 2008-08-21
Research Methods For Human Computer Interaction written by Paul Cairns and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-21 with Computers categories.
An essential, practical companion for all students studying Human-Computer Interaction, first published in 2006.
Affective And Emotional Aspects Of Human Computer Interaction
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Author : M. Pivec
language : en
Publisher: IOS Press
Release Date : 2006-03-02
Affective And Emotional Aspects Of Human Computer Interaction written by M. Pivec and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-02 with Computers categories.
The learning process can be seen as an emotional and personal experience that is addictive and motivates learners to proactive behaviour. New research methods in this field are related to affective and emotional approaches to computer-supported learning and human-computer interactions. The major topics discussed are emotions, motivation, games and game-experience. The book is divided in three parts, part I, Game-based Learning, reflects upon the two-way interaction between game and student, thus enabling the game to react to the student’s emotional state. Having the possibility to detect and steer the emotional state of the student could have a positive impact on using digital games in education. It is claimed that some commercial computer games increase cognitive skills and may enhance multitasking abilities and the participants’ general ability to learn. Part II, Motivation and Learning, analyses whether the absence or presence of social and personal cues in the communication between a tutor and his or her students influence students’ learning and their satisfaction with the tutor and the course. The research showed that not all types of personal information are equally important and possibly pictorial information is more important than audible information. Part III, Emotions and Emotional Agents, discusses the production of learning environments which enhance the learner’s self esteem, ensure that the learner’s best interests are respected through paying attention to the narrative structures of the learner’s experience, and the ways in which communication can be enhanced through empathy with the learner.
The Wiley Handbook Of Human Computer Interaction Set
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Author : Kent Norman
language : de
Publisher: John Wiley & Sons
Release Date : 2017-12-28
The Wiley Handbook Of Human Computer Interaction Set written by Kent Norman and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-28 with Psychology categories.
In der Vergangenheit war die Mensch-Computer-Interaktion (Human-Computer Interaction) das Privileg einiger weniger. Heute ist Computertechnologie weit verbreitet, allgegenwärtig und global. Arbeiten und Lernen erfolgen über den Computer. Private und kommerzielle Systeme arbeiten computergestützt. Das Gesundheitswesen wird neu erfunden. Navigation erfolgt interaktiv. Unterhaltung kommt aus dem Computer. Als Antwort auf immer leistungsfähigere Systeme sind im Bereich der Mensch-Computer-Interaktion immer ausgeklügeltere Theorien und Methodiken entstanden. The Wiley Handbook of Human-Computer Interaction bietet einen Überblick über all diese Entwicklungen und untersucht die vielen verschiedenen Aspekte der Mensch-Computer-Interaktion und hat den Wert menschlicher Erfahrungen, die über Technologie stehen, ganzheitlich im Blick.
Human Computer Interaction Interact 2023
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Author : José Abdelnour Nocera
language : en
Publisher: Springer Nature
Release Date : 2023-08-24
Human Computer Interaction Interact 2023 written by José Abdelnour Nocera and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-24 with Computers categories.
The four-volume set LNCS 14442 -14445 constitutes the proceedings of the 19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023, held in York, UK, in August/September 2023. The 71 full papers and 58 short papers included in this book were carefully reviewed and selected from 406 submissions. They were organized in topical sections as follows: 3D Interaction; Accessibility; Accessibility and Aging; Accessibility for Auditory/Hearing Disabilities; Co-Design; Cybersecurity and Trust; Data Physicalisation and Cross-device; Eye-Free, Gesture Interaction and Sign Language; Haptic interaction and Healthcare applications; Self-Monitoring; Human-Robot Interaction; Information Visualization; Information Visualization and 3D Interaction; Interacting with Children; Interaction with Conversational Agents; Methodologies for HCI; Model-Based UI Design and Testing; Montion Sickness, Stress and Risk perception in 3D Environments and Multisensory interaction; VR experiences; Natural Language Processing and AI Explainability; Online Collaboration and Cooperative work; Recommendation Systems and AI Explainability; Social AI; Social and Ubiquitous Computing; Social Media and Digital Learning; Understanding Users and Privacy Issues; User movement and 3D Environments; User Self-Report; User Studies; User Studies, Eye-Tracking, and Physiological Data; Virtual Reality; Virtual Reality and Training; Courses; Industrial Experiences; Interactive Demonstrations; Keynotes; Panels; Posters; and Workshops.
Some Whys And Hows Of Experiments In Human Computer Interaction
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Author : Kasper Hornbæk
language : en
Publisher:
Release Date : 2013
Some Whys And Hows Of Experiments In Human Computer Interaction written by Kasper Hornbæk and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Human-computer interaction categories.
Experiments help to understand human-computer interaction and to characterize the value of user interfaces. Yet, few intermediate guidelines exist on how to design, run, and report experiments. The present monograph presents such guidelines. We briefly argue why experiments are invaluable for advancing human-computer interaction beyond technical innovation. We then identify heuristics of doing good experiments, including how to build on existing work in devising hypotheses and selecting measures; how to craft challenging comparisons, rather than biased win-lose setups; how to design experiments so as to rule out alternative explanations; how to provide evidence for conclusions; and how to narrate findings. These heuristics are exemplified by excellent experiments in human-computer interaction.
Visualization Of Time Oriented Data
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Author : Wolfgang Aigner
language : en
Publisher: Springer Nature
Release Date : 2023-12-21
Visualization Of Time Oriented Data written by Wolfgang Aigner and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-21 with Computers categories.
This is an open access book. Time is an exceptional dimension with high relevance in medicine, engineering, business, science, biography, history, planning, or project management. Understanding time-oriented data via visual representations enables us to learn from the past in order to predict, plan, and build the future. This second edition builds upon the great success of the first edition. It maintains a brief introduction to visualization and a review of historical time-oriented visual representations. At its core, the book develops a systematic view of the visualization of time-oriented data. Separate chapters discuss interaction techniques and computational methods for supporting the visual data analysis. Many examples and figures illustrate the introduced concepts and techniques. So, what is new for the second edition? First of all, the second edition is now published as an open-access book so that anyone interested in the visualization of time and time-oriented data can read it. Second, the entire content has been revised and expanded to represent state-of-the-art knowledge. The chapter on interaction support now includes advanced methods for interacting with visual representations of time-oriented data. The second edition also covers the topics of data quality as well as segmentation and labeling. The comprehensive survey of classic and contemporary visualization techniques now provides more than 150 self-contained descriptions accompanied by illustrations and corresponding references. A completely new chapter describes how the structured survey can be used for the guided selection of suitable visualization techniques. For the second edition, our TimeViz Browser, the digital pendant to the survey of visualization techniques, received a major upgrade. It includes the same set of techniques as the book, but comes with additional filter and search facilities allowing scientists and practitioners to find exactly the solutions they are interested in.