SlideShare una empresa de Scribd logo
1 de 21
Exploratory Sequential Data Analysis (ESDA) Angela Tan M6603 Human Factors Methods
What is ESDA? ,[object Object],[object Object],[object Object],[object Object]
Why do we need these patterns? ,[object Object],[object Object],[object Object]
What is ESDA?  (Sanderson & Fisher,1994) ,[object Object],[object Object],[object Object],[object Object]
In a nutshell ,[object Object],[object Object]
How do we do ESDA?
system environmental behavioral events System –  configurations, modes, responses, ouputs Environmental –  work request, interruptions, network loads Behavioral –  eye movement, gestures, talk
The 8 Cs
Some ESDA Techniques (Quantitative) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Some ESDA Techniques (Qualitative) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Timeline
Lag Sequential Analysis D B C A E F
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cognitive Behavioral Social
When do we use ESDA ,[object Object],[object Object],[object Object]
Thank You!
Confirmatory vs Exploratory
Frequency

Más contenido relacionado

Similar a Exploratory Sequential Data Analysis

INVITED EDITORIAL Lets Do It Again A Call for Replications
INVITED EDITORIAL Lets Do It Again A Call for Replications INVITED EDITORIAL Lets Do It Again A Call for Replications
INVITED EDITORIAL Lets Do It Again A Call for Replications
TatianaMajor22
 
Research methodology
Research methodologyResearch methodology
Research methodology
Payel Ghosh
 
Survival Analysis With Generalized Additive Models
Survival Analysis With Generalized Additive ModelsSurvival Analysis With Generalized Additive Models
Survival Analysis With Generalized Additive Models
Christos Argyropoulos
 
Quantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf Weighting Quantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf Weighting
ijistjournal
 
Quantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf WeightingQuantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf Weighting
ijistjournal
 

Similar a Exploratory Sequential Data Analysis (20)

Planning for stem
Planning for stemPlanning for stem
Planning for stem
 
INVITED EDITORIAL Lets Do It Again A Call for Replications
INVITED EDITORIAL Lets Do It Again A Call for Replications INVITED EDITORIAL Lets Do It Again A Call for Replications
INVITED EDITORIAL Lets Do It Again A Call for Replications
 
Writing a scientific manuscript
Writing a scientific manuscriptWriting a scientific manuscript
Writing a scientific manuscript
 
Evidence-based Semantic Web Just a Dream or the Way to Go?
Evidence-based Semantic WebJust a Dream or the Way to Go?Evidence-based Semantic WebJust a Dream or the Way to Go?
Evidence-based Semantic Web Just a Dream or the Way to Go?
 
Presentation Dividers and Article Outlines from AERA Standards for Reporting ...
Presentation Dividers and Article Outlines from AERA Standards for Reporting ...Presentation Dividers and Article Outlines from AERA Standards for Reporting ...
Presentation Dividers and Article Outlines from AERA Standards for Reporting ...
 
Introducing grounded theory
Introducing grounded theoryIntroducing grounded theory
Introducing grounded theory
 
Heidelberg presentation
Heidelberg presentationHeidelberg presentation
Heidelberg presentation
 
Workflow Provenance: From Modelling to Reporting
Workflow Provenance: From Modelling to ReportingWorkflow Provenance: From Modelling to Reporting
Workflow Provenance: From Modelling to Reporting
 
Gender voice recognition.pptx
Gender voice recognition.pptxGender voice recognition.pptx
Gender voice recognition.pptx
 
Topic detecton by clustering and text mining
Topic detecton by clustering and text miningTopic detecton by clustering and text mining
Topic detecton by clustering and text mining
 
Research methodology
Research methodologyResearch methodology
Research methodology
 
Ontologies and Similarity
Ontologies and SimilarityOntologies and Similarity
Ontologies and Similarity
 
2015 osu-metagenome
2015 osu-metagenome2015 osu-metagenome
2015 osu-metagenome
 
Qualitative and Quantitative Research Plans By Malik Muhammad Mehran
Qualitative and Quantitative Research Plans By Malik Muhammad MehranQualitative and Quantitative Research Plans By Malik Muhammad Mehran
Qualitative and Quantitative Research Plans By Malik Muhammad Mehran
 
Expressed sequence tag (EST), molecular marker
Expressed sequence tag (EST), molecular markerExpressed sequence tag (EST), molecular marker
Expressed sequence tag (EST), molecular marker
 
Discovering Beneficial Cooperative Structures for the Automated Construction ...
Discovering Beneficial Cooperative Structures for the Automated Construction ...Discovering Beneficial Cooperative Structures for the Automated Construction ...
Discovering Beneficial Cooperative Structures for the Automated Construction ...
 
Survival Analysis With Generalized Additive Models
Survival Analysis With Generalized Additive ModelsSurvival Analysis With Generalized Additive Models
Survival Analysis With Generalized Additive Models
 
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transforma...
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transforma...AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transforma...
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transforma...
 
Quantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf Weighting Quantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf Weighting
 
Quantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf WeightingQuantification of Portrayal Concepts using tf-idf Weighting
Quantification of Portrayal Concepts using tf-idf Weighting
 

Más de ESS

Affective Interaction
Affective Interaction Affective Interaction
Affective Interaction
ESS
 
Usability Evaluation Of Teletext
Usability Evaluation Of Teletext Usability Evaluation Of Teletext
Usability Evaluation Of Teletext
ESS
 
Critical Decision Method (Cdm)
Critical Decision Method (Cdm) Critical Decision Method (Cdm)
Critical Decision Method (Cdm)
ESS
 
Functional Capacity Evaluation
Functional Capacity EvaluationFunctional Capacity Evaluation
Functional Capacity Evaluation
ESS
 
Cognitive Task Analysis Of Teams Team Cta 25648
Cognitive Task Analysis Of Teams Team Cta 25648Cognitive Task Analysis Of Teams Team Cta 25648
Cognitive Task Analysis Of Teams Team Cta 25648
ESS
 
Human Factors In Groupware Applications
Human Factors In Groupware ApplicationsHuman Factors In Groupware Applications
Human Factors In Groupware Applications
ESS
 
Measurement Of Mental Workload
Measurement Of Mental WorkloadMeasurement Of Mental Workload
Measurement Of Mental Workload
ESS
 
Exploratory Sequential Data Analysis2
Exploratory Sequential Data Analysis2Exploratory Sequential Data Analysis2
Exploratory Sequential Data Analysis2
ESS
 

Más de ESS (9)

Affective Interaction
Affective Interaction Affective Interaction
Affective Interaction
 
Usability Evaluation Of Teletext
Usability Evaluation Of Teletext Usability Evaluation Of Teletext
Usability Evaluation Of Teletext
 
Critical Decision Method (Cdm)
Critical Decision Method (Cdm) Critical Decision Method (Cdm)
Critical Decision Method (Cdm)
 
Functional Capacity Evaluation
Functional Capacity EvaluationFunctional Capacity Evaluation
Functional Capacity Evaluation
 
Cognitive Task Analysis Of Teams Team Cta 25648
Cognitive Task Analysis Of Teams Team Cta 25648Cognitive Task Analysis Of Teams Team Cta 25648
Cognitive Task Analysis Of Teams Team Cta 25648
 
Human Factors In Groupware Applications
Human Factors In Groupware ApplicationsHuman Factors In Groupware Applications
Human Factors In Groupware Applications
 
Method For Measuring Tsa
Method For Measuring TsaMethod For Measuring Tsa
Method For Measuring Tsa
 
Measurement Of Mental Workload
Measurement Of Mental WorkloadMeasurement Of Mental Workload
Measurement Of Mental Workload
 
Exploratory Sequential Data Analysis2
Exploratory Sequential Data Analysis2Exploratory Sequential Data Analysis2
Exploratory Sequential Data Analysis2
 

Último

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
Enterprise Knowledge
 

Último (20)

The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 

Exploratory Sequential Data Analysis