Adaptive And Personalized Visualization

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Adaptive and Personalized Visualization

Author : Alvitta Ottley
Publisher : Springer Nature
ISBN 13 : 3031026071
Total Pages : 99 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Adaptive and Personalized Visualization by : Alvitta Ottley

Download or read book Adaptive and Personalized Visualization written by Alvitta Ottley and published by Springer Nature. This book was released on 2022-05-31 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Adaptive and Personalized Visualization

Author : Alvitta Ottley
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681737418
Total Pages : 119 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Adaptive and Personalized Visualization by : Alvitta Ottley

Download or read book Adaptive and Personalized Visualization written by Alvitta Ottley and published by Morgan & Claypool Publishers. This book was released on 2020-03-18 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Article Collection on Human Aspects in Adaptive and Personalized Interactive Environments (HAAPIE)

Author : Vania Gatseva Dimitrova
Publisher : Frontiers Media SA
ISBN 13 : 2889663752
Total Pages : 155 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Article Collection on Human Aspects in Adaptive and Personalized Interactive Environments (HAAPIE) by : Vania Gatseva Dimitrova

Download or read book Article Collection on Human Aspects in Adaptive and Personalized Interactive Environments (HAAPIE) written by Vania Gatseva Dimitrova and published by Frontiers Media SA. This book was released on 2021-01-11 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt:

User Modeling, Adaptation, and Personalization

Author : Paul De Bra
Publisher : Springer Science & Business Media
ISBN 13 : 3642134696
Total Pages : 445 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis User Modeling, Adaptation, and Personalization by : Paul De Bra

Download or read book User Modeling, Adaptation, and Personalization written by Paul De Bra and published by Springer Science & Business Media. This book was released on 2010-06-01 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science research forum available. The scope of LNCS, including its subseries LNAI and LNBI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. In parallel to the printed book, each new volume is published electronically in LNCS Online. Detailed information on LNCS can be found at www.springer.com/Incs Proposals for publication should be sent to LNCS Editorial, Tiergartenstr. 17, 69121 Heidelberg, Germany E-mail: [email protected]

Visualization Psychology

Author : Danielle Albers Szafir
Publisher : Springer Nature
ISBN 13 : 3031347382
Total Pages : 403 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Visualization Psychology by : Danielle Albers Szafir

Download or read book Visualization Psychology written by Danielle Albers Szafir and published by Springer Nature. This book was released on 2023-11-06 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Adaptive Web

Author : Peter Brusilovski
Publisher : Springer Science & Business Media
ISBN 13 : 3540720782
Total Pages : 770 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis The Adaptive Web by : Peter Brusilovski

Download or read book The Adaptive Web written by Peter Brusilovski and published by Springer Science & Business Media. This book was released on 2007-04-24 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art survey provides a systematic overview of the ideas and techniques of the adaptive Web and serves as a central source of information for researchers, practitioners, and students. The volume constitutes a comprehensive and carefully planned collection of chapters that map out the most important areas of the adaptive Web, each solicited from the experts and leaders in the field.

A Human-Centered Perspective of Intelligent Personalized Environments and Systems

Author : Bruce Ferwerda
Publisher : Springer Nature
ISBN 13 : 3031551095
Total Pages : 304 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis A Human-Centered Perspective of Intelligent Personalized Environments and Systems by : Bruce Ferwerda

Download or read book A Human-Centered Perspective of Intelligent Personalized Environments and Systems written by Bruce Ferwerda and published by Springer Nature. This book was released on with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: This book investigates the potential of combining the more quantitative - data-driven techniques with the more qualitative - theory-driven approaches towards the design of user-centred intelligent systems. It seeks to explore the potential of incorporating factors grounded in psychological theory into adaptive/intelligent routines, mechanisms, technologies and innovations. It highlights models, methods and tools that are emerging from their convergence along with challenges and lessons learned. Special emphasis is placed on promoting original insights and paradigms with respect to latest technologies, current research trends, and innovation directions, e.g., incorporating variables derived from psychological theory and individual differences in adaptive intelligent systems so as to increase explainability, fairness, and transparency, and decrease bias during interactions while the control remains with the user

External Labeling

Author : Michael A. Bekos
Publisher : Springer Nature
ISBN 13 : 3031026098
Total Pages : 125 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis External Labeling by : Michael A. Bekos

Download or read book External Labeling written by Michael A. Bekos and published by Springer Nature. This book was released on 2022-06-01 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focusses on techniques for automating the procedure of creating external labelings, also known as callout labelings. In this labeling type, the features within an illustration are connected by thin leader lines (called leaders) with their labels, which are placed in the empty space surrounding the image. In general, textual labels describing graphical features in maps, technical illustrations (such as assembly instructions or cutaway illustrations), or anatomy drawings are an important aspect of visualization that convey information on the objects of the visualization and help the reader understand what is being displayed. Most labeling techniques can be classified into two main categories depending on the "distance" of the labels to their associated features. Internal labels are placed inside or in the direct neighborhood of features, while external labels, which form the topic of this book, are placed in the margins outside the illustration, where they do not occlude the illustration itself. Both approaches form well-studied topics in diverse areas of computer science with several important milestones. The goal of this book is twofold. The first is to serve as an entry point for the interested reader who wants to get familiar with the basic concepts of external labeling, as it introduces a unified and extensible taxonomy of labeling models suitable for a wide range of applications. The second is to serve as a point of reference for more experienced people in the field, as it brings forth a comprehensive overview of a wide range of approaches to produce external labelings that are efficient either in terms of different algorithmic optimization criteria or in terms of their usability in specific application domains. The book mostly concentrates on algorithmic aspects of external labeling, but it also presents various visual aspects that affect the aesthetic quality and usability of external labeling.

Data through Movement

Author : Francesco Cafaro
Publisher : Springer Nature
ISBN 13 : 3031026101
Total Pages : 127 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Data through Movement by : Francesco Cafaro

Download or read book Data through Movement written by Francesco Cafaro and published by Springer Nature. This book was released on 2022-06-01 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: When you picture human-data interactions (HDI), what comes to mind? The datafication of modern life, along with open data initiatives advocating for transparency and access to current and historical datasets, has fundamentally transformed when, where, and how people encounter data. People now rely on data to make decisions, understand current events, and interpret the world. We frequently employ graphs, maps, and other spatialized forms to aid data interpretation, yet the familiarity of these displays causes us to forget that even basic representations are complex, challenging inscriptions and are not neutral; they are based on representational choices that impact how and what they communicate. This book draws on frameworks from the learning sciences, visualization, and human-computer interaction to explore embodied HDI. This exciting sub-field of interaction design is based on the premise that every day we produce and have access to quintillions of bytes of data, the exploration and analysis of which are no longer confined within the walls of research laboratories. This volume examines how humans interact with these data in informal (not work or school) environments, paritcularly in museums. The first half of the book provides an overview of the multi-disciplinary, theoretical foundations of HDI (in particular, embodied cognition, conceptual metaphor theory, embodied interaction, and embodied learning) and reviews socio-technical theories relevant for designing HDI installations to support informal learning. The second half of the book describes strategies for engaging museum visitors with interactive data visualizations, presents methodologies that can inform the design of hand gestures and body movements for embodied installations, and discusses how HDI can facilitate people's sensemaking about data. This cross-disciplinary book is intended as a resource for students and early-career researchers in human-computer interaction and the learning sciences, as well as for more senior researchers and museum practitioners who want to quickly familiarize themselves with HDI.

Data Visualization Tools for Business Applications

Author : Muniasamy, M. Anandhavalli
Publisher : IGI Global
ISBN 13 :
Total Pages : 482 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Data Visualization Tools for Business Applications by : Muniasamy, M. Anandhavalli

Download or read book Data Visualization Tools for Business Applications written by Muniasamy, M. Anandhavalli and published by IGI Global. This book was released on 2024-09-13 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s data-driven business landscape, the ability to extract insights and communicate complex information effectively is paramount. Data visualization has emerged as a powerful tool for businesses to make informed decisions, uncover patterns, and present findings in a compelling manner. From executives seeking strategic insights to analysts delving into operational data, the demand for intuitive and informative visualizations spans across all levels of an organization. Data Visualization Tools for Business Applications comprehensively equips professionals with the knowledge and skills necessary to leverage data visualization tools effectively. Through a blend of theory and hands-on case studies, this book explores a wide range of data visualization tools, techniques, and methodologies. Covering topics such as business analytics, cyber security, and financial reporting, this book is an essential resource for business executives and leaders, marketing professionals, data scientists, entrepreneurs, academicians, educators, students, decision-makers and stakeholders, and more.

Intelligent User Interfaces: Adaptation and Personalization Systems and Technologies

Author : Mourlas, Constantinos
Publisher : IGI Global
ISBN 13 : 1605660337
Total Pages : 452 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Intelligent User Interfaces: Adaptation and Personalization Systems and Technologies by : Mourlas, Constantinos

Download or read book Intelligent User Interfaces: Adaptation and Personalization Systems and Technologies written by Mourlas, Constantinos and published by IGI Global. This book was released on 2008-09-30 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book identifies solutions and suggestions for the design and development of adaptive applications and systems that provides more usable and qualitative content and services adjusted to the needs and requirements of the various users"--Provided by publisher.

Psychological Models for Personalized Human-Computer Interaction (HCI)

Author : Bruce Ferwerda
Publisher : Frontiers Media SA
ISBN 13 : 2889668363
Total Pages : 180 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Psychological Models for Personalized Human-Computer Interaction (HCI) by : Bruce Ferwerda

Download or read book Psychological Models for Personalized Human-Computer Interaction (HCI) written by Bruce Ferwerda and published by Frontiers Media SA. This book was released on 2021-06-01 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt:

User Modeling, Adaptation and Personalization

Author : Vania Dimitrova
Publisher : Springer
ISBN 13 : 331908786X
Total Pages : 532 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis User Modeling, Adaptation and Personalization by : Vania Dimitrova

Download or read book User Modeling, Adaptation and Personalization written by Vania Dimitrova and published by Springer. This book was released on 2014-06-19 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 22nd International Conference on User Modeling, Adaption and Personalization, held in Aalborg, Denmark, in July 2014. The 23 long and 19 short papers of the research paper track were carefully reviewed and selected from 146 submissions. The papers cover the following topics: large scale personalization, adaptation and recommendation; Personalization for individuals, groups and populations; modeling individuals, groups and communities; Web dynamics and personalization; adaptive web-based systems; context awareness; social recommendations; user experience; user awareness and control; Affective aspects; UMAP underpinning by psychology models; privacy; perceived security and trust; behavior change and persuasion.

Visual Analysis of Multilayer Networks

Author : Fintan McGee
Publisher : Springer Nature
ISBN 13 : 303102608X
Total Pages : 134 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Visual Analysis of Multilayer Networks by : Fintan McGee

Download or read book Visual Analysis of Multilayer Networks written by Fintan McGee and published by Springer Nature. This book was released on 2022-06-01 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization. In this Synthesis Lecture, we provide an overview and structured analysis of contemporary multilayer network visualization. This is not only for researchers in visualization, but also for those who aim to visualize multilayer networks in the domain of complex systems, as well as those solving problems within application domains. We have explored the visualization literature to survey visualization techniques suitable for multilayer network visualization, as well as tools, tasks, and analytic techniques from within application domains. We also identify the research opportunities and examine outstanding challenges for multilayer network visualization along with potential solutions and future research directions for addressing them.

Social Data Analytics

Author : Amin Beheshti
Publisher : CRC Press
ISBN 13 : 100064460X
Total Pages : 251 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Social Data Analytics by : Amin Beheshti

Download or read book Social Data Analytics written by Amin Beheshti and published by CRC Press. This book was released on 2022-08-01 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introduction to social data analytics along with its challenges and opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on concepts, techniques and methods for organizing, curating, processing, analyzing, and visualizing big social data: from text to image and video analytics. It provides novel techniques in storytelling with social data to facilitate the knowledge and fact discovery. The book covers a large body of knowledge that will help practitioners and researchers in understanding the underlying concepts, problems, methods, tools and techniques involved in modern social data analytics. It also provides real-world applications of social data analytics, including: Sales and Marketing, Influence Maximization, Situational Awareness, customer success and Segmentation, and performance analysis of the industry. It provides a deep knowledge in social data analytics by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in data science to graduate courses in data analytics.

Advances in Visual Computing

Author : George Bebis
Publisher : Springer
ISBN 13 : 3319143646
Total Pages : 989 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Advances in Visual Computing by : George Bebis

Download or read book Advances in Visual Computing written by George Bebis and published by Springer. This book was released on 2014-12-02 with total page 989 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 8887 and 8888 constitutes the refereed proceedings of the 10th International Symposium on Visual Computing, ISVC 2014, held in Las Vegas, NV, USA. The 74 revised full papers and 55 poster papers presented together with 39 special track papers were carefully reviewed and selected from more than 280 submissions. The papers are organized in topical sections: Part I (LNCS 8887) comprises computational bioimaging, computer graphics; motion, tracking, feature extraction and matching, segmentation, visualization, mapping, modeling and surface reconstruction, unmanned autonomous systems, medical imaging, tracking for human activity monitoring, intelligent transportation systems, visual perception and robotic systems. Part II (LNCS 8888) comprises topics such as computational bioimaging , recognition, computer vision, applications, face processing and recognition, virtual reality, and the poster sessions.

Advances in Computational Science and Computing

Author : Ning Xiong
Publisher : Springer
ISBN 13 : 3030021165
Total Pages : 531 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Advances in Computational Science and Computing by : Ning Xiong

Download or read book Advances in Computational Science and Computing written by Ning Xiong and published by Springer. This book was released on 2018-11-14 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes papers on the recent advances in state-of-the-art computational science and computing presented at the 2018 International Symposium on Computational Science and Computing (ISCSC 2018), held in Huangshan, China, from 28 to 29 July 2018. All the papers were rigorously peer-reviewed by experts in the area. It is a valuable resource for researchers, professors, graduate students, as well as R & D staff in the industry with a general interest in computational science and computing.