A Framework for Visualizing Information

A Framework for Visualizing Information

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  • Author: E.H. Chi
  • Publisher: Springer Science & Business Media
  • ISBN: 9401705739
  • Category : Computers
  • Languages : en
  • Pages : 147

Fundamental solutions in understanding information have been elusive for a long time. The field of Artificial Intelligence has proposed the Turing Test as a way to test for the "smart" behaviors of computer programs that exhibit human-like qualities. Equivalent to the Turing Test for the field of Human Information Interaction (HII), getting information to the people that need them and helping them to understand the information is the new challenge of the Web era. In a short amount of time, the infrastructure of the Web became ubiquitious not just in terms of protocols and transcontinental cables but also in terms of everyday devices capable of recalling network-stored data, sometimes wire lessly. Therefore, as these infrastructures become reality, our attention on HII issues needs to shift from information access to information sensemaking, a relatively new term coined to describe the process of digesting information and understanding its structure and intricacies so as to make decisions and take action.


Design of Visualizations for Human-Information Interaction

Design of Visualizations for Human-Information Interaction

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  • Author: Kamran Sedig
  • Publisher: Springer Nature
  • ISBN: 3031026020
  • Category : Mathematics
  • Languages : en
  • Pages : 185

Interest in visualization design has increased in recent years. While there is a large body of existing work from which visualization designers can draw, much of the past research has focused on developing new tools and techniques that are aimed at specific contexts. Less focus has been placed on developing holistic frameworks, models, and theories that can guide visualization design at a general level—a level that transcends domains, data types, users, and other contextual factors. In addition, little emphasis has been placed on the thinking processes of designers, including the concepts that designers use, while they are engaged in a visualization design activity. In this book we present a general, holistic framework that is intended to support visualization design for human-information interaction. The framework is composed of a number of conceptual elements that can aid in design thinking. The core of the framework is a pattern language—consisting of a set of 14 basic, abstract patterns—and a simple syntax for describing how the patterns are blended. We also present a design process, made up of four main stages, for creating static or interactive visualizations. The 4-stage design process places the patterns at the core of designers’ thinking, and employs a number of conceptual tools that help designers think systematically about creating visualizations based on the information they intend to represent. Although the framework can be used to design static visualizations for simple tasks, its real utility can be found when designing visualizations with interactive possibilities in mind—in other words, designing to support a human-information interactive discourse. This is especially true in contexts where interactive visualizations need to support complex tasks and activities involving large and complex information spaces. The framework is intended to be general and can thus be used to design visualizations for diverse domains, users, information spaces, and tasks in different fields such as business intelligence, health and medical informatics, digital libraries, journalism, education, scientific discovery, and others. Drawing from research in multiple disciplines, we introduce novel concepts and terms that can positively contribute to visualization design practice and education, and will hopefully stimulate further research in this area.


Data Visualization

Data Visualization

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  • Author: Alexandru C. Telea
  • Publisher: CRC Press
  • ISBN: 1498759793
  • Category : Computers
  • Languages : en
  • Pages : 619

Designing a complete visualization system involves many subtle decisions. When designing a complex, real-world visualization system, such decisions involve many types of constraints, such as performance, platform (in)dependence, available programming languages and styles, user-interface toolkits, input/output data format constraints, integration wi


Envisioning the Framework

Envisioning the Framework

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  • Author: Jannette L. Finch
  • Publisher: Assoc of College & Research Libraries
  • ISBN: 9780838938935
  • Category : Information literacy
  • Languages : en
  • Pages : 0

Data visualization--making sense of the world through images that tell a story--has a history that parallels human existence. The strength of visualization lies in its ability to reveal truth out of information that may remain hidden in lines of text, large data sets, or complex ideas. The Framework for Information Literacy for Higher Education presents complex threshold concepts, developed intentionally without prescriptive lists of skills and with flexible options for implementation, which can be explored and understood through visualization. Envisioning the Framework offers a visual opportunity for thought, discovery, and sense-making of the Framework and its concepts. Seventeen chapters packed with full-color illustrations and tables explore topics including: LibGuides creation through conceptual integration with the Framework fostering interdisciplinary transference the convergence of metaliteracy with the Framework teaching multimodalities and data visualization mapping a culturally responsive information literacy journal for international students Chapters include content for credit-bearing information courses, one-shots, and teaching first-year students. Twenty-first-century information literacy involves the metaliterate learner, reflects seismic changes in the duties and roles of teaching librarians, requires new partnerships with faculty and instructional designers, and emphasizes continuous assessment practices. Envisioning the Framework can help you use symbols and visuals for deeper understanding of the Framework, to map the Framework with teaching and learning objectives, and to tell a coherent story to students featuring the frames and the Framework.


Data Visualization 2001

Data Visualization 2001

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  • Author: D. Ebert
  • Publisher: Springer Science & Business Media
  • ISBN: 3709162157
  • Category : Computers
  • Languages : en
  • Pages : 370

This book contains 33 papers presented at the Third Joint Visualization Symposium of the Eurographics Association and the Technical Committee on Visualization and Graphics of the IEEE Computer Society. The main topics treated are: visualization of geoscience data; multi-resolution and adaptive techniques; unstructured data, multi-scale and visibility; flow visualization; biomedical applications; information visualization; object representation; volume rendering; information visualization applications; and automotive applications.


Methodologies for Knowledge Discovery and Data Mining

Methodologies for Knowledge Discovery and Data Mining

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  • Author: Ning Zhong
  • Publisher: Springer Science & Business Media
  • ISBN: 3540658661
  • Category : Computers
  • Languages : en
  • Pages : 566

This book constitutes the refereed proceedings of the Third Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD '99, held in Beijing, China, in April 1999. The 29 revised full papers presented together with 37 short papers were carefully selected from a total of 158 submissions. The book is divided into sections on emerging KDD technology; association rules; feature selection and generation; mining in semi-unstructured data; interestingness, surprisingness, and exceptions; rough sets, fuzzy logic, and neural networks; induction, classification, and clustering; visualization; causal models and graph-based methods; agent-based and distributed data mining; and advanced topics and new methodologies.


Visualizing Financial Data

Visualizing Financial Data

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  • Author: Julie Rodriguez
  • Publisher: John Wiley & Sons
  • ISBN: 111890785X
  • Category : Computers
  • Languages : en
  • Pages : 480

A fresh take on financial data visualization for greater accuracy and understanding Your data provides a snapshot of the state of your business and is key to the success of your conversations, decisions, and communications. But all of that communication is lost — or incorrectly interpreted — without proper data visualizations that provide context and accurate representation of the numbers. In Visualizing Financial Data, authors Julie Rodriguez and Piotr Kaczmarek draw upon their understanding of information design and visual communication to show you how to turn your raw data into meaningful information. Coverage includes current conventions paired with innovative visualizations that cater to the unique requirements across financial domains, including investment management, financial accounting, regulatory reporting, sales, and marketing communications. Presented as a series of case studies, this highly visual guide presents problems and solutions in the context of real-world scenarios. With over 250 visualizations, you’ll have access to relevant examples that serve as a starting point to your implementations. • Expand the boundaries of data visualization conventions and learn new approaches to traditional charts and graphs • Optimize data communications that cater to you and your audience • Provide clarity to maximize understanding • Solve data presentation problems using efficient visualization techniques • Use the provided companion website to follow along with examples The companion website gives you the illustration files and the source data sets, and points you to the types of resources you need to get started.


Visualizing Health and Healthcare Data

Visualizing Health and Healthcare Data

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  • Author: Katherine Rowell
  • Publisher: John Wiley & Sons
  • ISBN: 1119680883
  • Category : Computers
  • Languages : en
  • Pages : 243

The only data visualization book written by and for health and healthcare professionals. In health and healthcare, data and information are coming at organizations faster than they can consume and interpret it. Health providers, payers, public health departments, researchers, and health information technology groups know the ability to analyze and communicate this vast array of data in a clear and compelling manner is paramount to success. However, they simply cannot find experienced people with the necessary qualifications. The quickest (and often the only) route to meeting this challenge is to hire smart people and train them. Visualizing Health and Healthcare Data: Creating Clear and Compelling Visualizations to "See how You're Doing" is a one-of-a-kind book for health and healthcare professionals to learn the best practices of data visualization specific to their field. It provides a high-level summary of health and healthcare data, an overview of relevant visual intelligence research, strategies and techniques to gather requirements, and how to build strong teams with the expertise required to create dashboards and reports that people love to use. Clear and detailed explanations of data visualization best practices will help you understand the how and the why. Learn how to build beautiful and useful data products that deliver powerful insights for the end user Follow along with examples of data visualization best practices, including table and graph design for health and healthcare data Learn the difference between dashboards, reports, multidimensional exploratory displays and infographics (and why it matters) Avoid common mistakes in data visualization by learning why they do not work and better ways to display the data Written by a top leader in the field of health and healthcare data visualization, this book is an excellent resource for top management in healthcare, as well as entry-level to experienced data analysts in any health-related organization.


Data Visualization, Part 1

Data Visualization, Part 1

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  • Author: Tarek Azzam
  • Publisher: John Wiley & Sons
  • ISBN: 1118793404
  • Category : Education
  • Languages : en
  • Pages : 99

Do you communicate data and information to stakeholders? This issue is Part 1 of a two-part series on data visualization and evaluation. In Part 1, we introduce recent developments in the quantitative and qualitative data visualization field and provide a historical perspective on data visualization, its potential role in evaluation practice, and future directions. It discusses: Quantitative visualization methods such as tree maps Sparklines Web-based interactive visualization Different types of qualitative data visualizations, along with examples in various evaluation contexts A toolography describing additional data visualization tools and software, along with their major strengths and limitations. Intended as a guidance for understanding and designing data visualizations, this issue introduces fundamental concepts and links them to daily practice. This is the 139th volume of the Jossey-Bass quarterly report series New Directions for Evaluation, an official publication of the American Evaluation Association.


Data Visualization

Data Visualization

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  • Author: S. Margret Anouncia
  • Publisher: Springer Nature
  • ISBN: 9811522820
  • Category : Computers
  • Languages : en
  • Pages : 179

This book discusses the recent trends and developments in the fields of information processing and information visualization. In view of the increasing amount of data, there is a need to develop visualization techniques to make that data easily understandable. Presenting such approaches from various disciplines, this book serves as a useful resource for graduates.