uca: data analysis techniques

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Leonardo da Vinci Partnerships Project GUI USABILITY AND ACCESSIBILITY: EXCHANGING KNOWLEDGE AND EXPERIENCES Introduction to User-Centred Analysis (UCA) Data Analysis Techniques Cristina Cachero This project has been funded with support from the European Commission under the Lifelong Learning Programme

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User Centered Analysis: Data Gathering Techniques

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Page 1: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

Introduction to User-Centred Analysis (UCA)

Data Analysis Techniques

Cristina Cachero

This project has been funded with support from the European Commission under the Lifelong Learning Programme

Page 2: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

This project has been funded with support from the European Commission under the Lifelong Learning Programme

2

User-Centred Data Analysis Techniques

Quantitative data (out of the scope of this course) Statistical methods (closed-questions in surveys) Clustering or other machine learning methods (web

analytics, card sorting) Qualitative data (comments, observations,

etc.) Data Exploration Term Analysis Affinity Diagramming

Page 3: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

This project has been funded with support from the European Commission under the Lifelong Learning Programme

3

Qualitative data: Data Exploration

Page 4: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

This project has been funded with support from the European Commission under the Lifelong Learning Programme

4

Qualitative data: Term Analysis

synonyms (words with the same meaning)

antonyms (words with the opposite meaning)

related concepts broader and narrower terms concepts frequently mentioned together

Page 5: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

This project has been funded with support from the European Commission under the Lifelong Learning Programme

5

Qualitative data: Affinity Diagramming

Page 6: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

This project has been funded with support from the European Commission under the Lifelong Learning Programme

6

Affinity Diagramming: 2*2 Matrices

Dimensions: How often the participant uses the site How experienced the participant is with the

product How familiar the participant is with the

content How they looked for information – searching

or browsing Type of task: Were they getting a quick fact

or exploring in detail? Is the issue about a positive or negative

experience? How much content would they need to

answer their question? Any sort of demographic of the participant? …

Page 7: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

This project has been funded with support from the European Commission under the Lifelong Learning Programme

7

Affinity Diagramming: Multidimensional

Dimensions: How often the participant uses the site How experienced the participant is with the product How familiar the participant is with the content How they looked for information – searching or browsing Type of task: Were they getting a quick fact or exploring

in detail? Is the issue about a positive or negative experience? How much content would they need to answer their question? Any sort of demographic of the participant? …

Discuss each dimension with your team

Page 8: UCA: Data Analysis Techniques

Leonardo da Vinci Partnerships ProjectGUI USABILITY AND ACCESSIBILITY:

EXCHANGING KNOWLEDGE AND EXPERIENCES

These slides are made available under the license Creative Commons Attribution-NonCommercial-NoDerivs CC BY-NC-ND. More information about license: http://creativecommons.org/licenses/by-nc-nd/3.0/.These slides were created under Leonardo da Vinci Partnerships Project 2012-1-PL1-LEO04-28181 GUI USABILITY AND ACCESSIBILITY: EXCHANGING KNOWLEDGE AND EXPERIENCES (http://usability-accessibility.org/).

This project has been funded with support from the European Commission under the Lifelong Learning Programme

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