Visualization Evaluation of the Masses, by the Masses, and for the Masses.

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Visualization Evaluation of the Masses, by the Masses, and for the Masses. Jeffrey Heer Stanford University

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Presenter: Jeffrey HeerBELIV 2010 Workshophttp://www.beliv.org/beliv2010/

Transcript of Visualization Evaluation of the Masses, by the Masses, and for the Masses.

Page 1: Visualization Evaluation of the Masses, by the Masses, and for the Masses.

Visualization Evaluation of the Masses, by the Masses, and for the Masses.

Jeffrey Heer Stanford University

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A sick chart?

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For most visualizations today an unsettling question remains:

Is there a more effective design?

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Two Ideas…

An Analytic Framework for Visualization Criticism

Cost-Effective Evaluation Techniques: CrowdsourcedExperimentation

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Andy Baio - Waxy.org

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Andy Baio - Waxy.org

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Cleveland & McGill, 1984

Stimuli for position encodings.Task: estimate % smaller element is of the larger

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Area Judgment Stimuli

on encodings.Task: estimate % smaller element is of the larger

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Cleveland & McGill, 1984 (Lab Study)

Heer & Bostock, 2010 (Crowdsourced Study)


Science for the Masses

Science for the Masses

Implementation for the Masses

Implementation for the Masses

Relevance for the masses

Relevance for the masses

Molecular visualization for the masses: Virtual model kits to virtual playgrounds Robert M. Hanson, Erik Wyatt (St. Olaf College) Hai Nguyen (Carleton.

Molecular visualization for the masses: Virtual model kits to virtual playgrounds Robert M. Hanson, Erik Wyatt (St. Olaf College) Hai Nguyen (Carleton.

Feed the Masses

Feed the Masses

TDD for the masses

TDD for the masses

Molecular visualization for the masses: Virtual model kits to virtual playgrounds

Molecular visualization for the masses: Virtual model kits to virtual playgrounds

Weather Fronts. When two unlike air masses meet, density difference usually keep the air masses separate. – Cool air masses are denser than warm air masses.

Weather Fronts. When two unlike air masses meet, density difference usually keep the air masses separate. – Cool air masses are denser than warm air masses.

The Era of the Masses

The Era of the Masses

Dmt for the Masses

Dmt for the Masses

The Huddles Masses

The Huddles Masses

SUNDAY MASSES DAILY MASSES CONFESSIONS

SUNDAY MASSES DAILY MASSES CONFESSIONS

Interactive Poster: HARVEST - Visualization and Analysis ... · Interactive Poster: HARVEST - Visualization and Analysis for the Masses David Gotz, Zhen Wen, Jie Lu, Peter Kissa,

Interactive Poster: HARVEST - Visualization and Analysis ... · Interactive Poster: HARVEST - Visualization and Analysis for the Masses David Gotz, Zhen Wen, Jie Lu, Peter Kissa,

TEXT BOOK EXERCISE Q1. Select the most suitable answer ...€¦ · (c) atomic masses are average masses of isotopes. (d) Atomic masses are average masses of isotopes proportional

TEXT BOOK EXERCISE Q1. Select the most suitable answer ...€¦ · (c) atomic masses are average masses of isotopes. (d) Atomic masses are average masses of isotopes proportional

Zembly: Applications for the Masses by the Masses

Zembly: Applications for the Masses by the Masses

Air Masses & Fronts. Air Masses Objective: to identify the different types of air masses & where they originate from.

Air Masses & Fronts. Air Masses Objective: to identify the different types of air masses & where they originate from.

Air Masses. Cold air masses originating in the arctic are called polar. Warm air masses originating near the equator are called tropical.

Air Masses. Cold air masses originating in the arctic are called polar. Warm air masses originating near the equator are called tropical.

MASSES Daily Masses: Monday Friday,

MASSES Daily Masses: Monday Friday,

MASSES FOR THE WEEK

MASSES FOR THE WEEK

240 - Rapid Sequence Intubation For The Rural Doc Syllabus/240... · anything that might interfere with visualization or tracheal tube placement Foreign body Hematoma Masses O- Obstruction/Obesity

240 - Rapid Sequence Intubation For The Rural Doc Syllabus/240... · anything that might interfere with visualization or tracheal tube placement Foreign body Hematoma Masses O- Obstruction/Obesity