SlideShare a Scribd company logo
1 of 19
The Technology Horizon implications for
assessment
Phil Marston
Centre for Academic Development
University of Aberdeen
Heads-up What’s on the horizon
Overview
• Learning Analytics
• Tin Can API
• Open Badges
Key Concept Gartner’s Hype Cycle
Learning Analytics
• Huge amounts of data being
generated
• Storage & processing power
available exponentially
• Patterns of relationships hidden
in that data
• Algorithms being developed
• Dashboards being developed
Learning Analytics
• Huge amounts of data being
generated
• Storage & processing power
available exponentially
• Patterns of relationships hidden
in that data
• Algorithms being developed
• Dashboards being developed
Learning Analytics
• Huge amounts of data being
generated
• Storage & processing power
available exponentially
• Patterns of relationships hidden
in that data
• Algorithms being developed
• Dashboards being developed
Learning Analytics
• Huge amounts of data being
generated
• Storage & processing power
available exponentially
• Patterns of relationships hidden
in that data
• Algorithms being developed
• Dashboards being developed
Learning Analytics
• Huge amounts of data being
generated
• Storage & processing power
available exponentially
• Patterns of relationships hidden
in that data
• Algorithms being developed
• Dashboards being developed
Tin Can API
• SCORM
• Experience
• Subject, verb, object (I did this)
Tin Can API
• SCORM
• Experience
• Subject, verb, object (I did this)
Tin Can API
• SCORM
• Experience
• Subject, verb, object (I did this)
Open Badges
• Digital certificates with
embedded metadata
• Will be endorsable
• Providing employers with the
information they need
Open Badges
• Digital certificates with
embedded metadata
• Will be endorsable
• Providing employers with the
information they need
Open Badges
• Digital certificates with
embedded metadata
• Will be endorsable
• Providing employers with the
information they need
Implications What’s the role of HE?
Any Questions?
Phil Marston
Centre for Academic Development
University of Aberdeen
Resources
• Learning Analytics
• NMC Horizon Reports http://www.nmc.org/horizon-project/horizon-reports
• Purdue http://www.educause.edu/ero/article/signals-using-academic-analytics-promote-student-success
• JISC http://jisc.cetis.ac.uk/topic/learning_analytics
• Tin Can API
• http://tincanapi.com
• Open Badges
• Mozilla http://openbadges.org
• JISC http://www.rsc-scotland.org/eassessment/tag/open-badges/
Image Credits
• Slide 4 Gartner's 2012 Hype Cycle for Emerging Technologies http://www.gartner.com/newsroom/id/2124315
• Slide 6 Aberdeen University ‘Maxwell’ High Performance Computing Facility
http://www.abdn.ac.uk/news/details-13807.php
• Slide 7 Map of science derived from clickstream data
http://www.plosone.org/article/info:doi/10.1371/journal.pone.0004803
• Slide 10 SCORM, repositories and competencies - The big picture by Claude Ostyn
http://www.ostyn.com/standards/prop/SCORM_competencies_repositories.htm
• Slide 11 Making Sense of Tin Can API by Liz Burrow
http://burlix.wordpress.com/2012/06/19/making-sense-of-tincan-api/
• Slide 12 Toyota environmentally conscious driving simulator by Eric Chan. Creative Commons license CC BY
http://www.flickr.com/photos/maveric2003/2143217328/
• Slide 13 “Badge Anatomy” by Class Hack. Creative Commons license CC BY-SA
http://www.waynebarry.com/blog/wp-content/uploads/2013/02/Open-Badge-Anatomy.png
• Slide 14 Endorse project logo Creative Commons license CC BY-NC-SA http://ict-endorse.eu
• Slide 15 Digital Resume by Linda Zivnustkova http://www.lindazivnustkova.com/resume.html
• All other images fotolia.com

More Related Content

What's hot

eTRIKS at Pharma IT 2017, London
eTRIKS at Pharma IT 2017, LondoneTRIKS at Pharma IT 2017, London
eTRIKS at Pharma IT 2017, LondonPaul Agapow
 
Gain Competitive Advantage by Increasing Knowledge Productivity
Gain Competitive Advantage by Increasing Knowledge ProductivityGain Competitive Advantage by Increasing Knowledge Productivity
Gain Competitive Advantage by Increasing Knowledge ProductivityCID GmbH
 
Effective Data Science in Aerospace Applications
Effective Data Science in Aerospace ApplicationsEffective Data Science in Aerospace Applications
Effective Data Science in Aerospace ApplicationsGeoffrey Clark
 
CID and Predictive Policing at the 2015 European Police Congress in Berlin
CID and Predictive Policing at the 2015 European Police Congress in BerlinCID and Predictive Policing at the 2015 European Police Congress in Berlin
CID and Predictive Policing at the 2015 European Police Congress in BerlinCID GmbH
 
KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...
KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...
KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...IADSS
 
Competitive Intelligence and Big Data
Competitive Intelligence and Big DataCompetitive Intelligence and Big Data
Competitive Intelligence and Big DataCID GmbH
 
Visual Process, an innovative analytical solution by bridging business and da...
Visual Process, an innovative analytical solution by bridging business and da...Visual Process, an innovative analytical solution by bridging business and da...
Visual Process, an innovative analytical solution by bridging business and da...Avraham CHOUKROUN
 
Textkernel talks - introduction to Textkernel
Textkernel talks - introduction to TextkernelTextkernel talks - introduction to Textkernel
Textkernel talks - introduction to TextkernelTextkernel
 
SpeedTrack Tech Overview 2015
SpeedTrack Tech Overview 2015SpeedTrack Tech Overview 2015
SpeedTrack Tech Overview 2015Michael Zoltowski
 
AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...
AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...
AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...Dr. Haxel Consult
 

What's hot (12)

eTRIKS at Pharma IT 2017, London
eTRIKS at Pharma IT 2017, LondoneTRIKS at Pharma IT 2017, London
eTRIKS at Pharma IT 2017, London
 
Gain Competitive Advantage by Increasing Knowledge Productivity
Gain Competitive Advantage by Increasing Knowledge ProductivityGain Competitive Advantage by Increasing Knowledge Productivity
Gain Competitive Advantage by Increasing Knowledge Productivity
 
Effective Data Science in Aerospace Applications
Effective Data Science in Aerospace ApplicationsEffective Data Science in Aerospace Applications
Effective Data Science in Aerospace Applications
 
CID and Predictive Policing at the 2015 European Police Congress in Berlin
CID and Predictive Policing at the 2015 European Police Congress in BerlinCID and Predictive Policing at the 2015 European Police Congress in Berlin
CID and Predictive Policing at the 2015 European Police Congress in Berlin
 
KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...
KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...
KDD 2019 IADSS Workshop - Leveraging data and analytics for company results -...
 
Competitive Intelligence and Big Data
Competitive Intelligence and Big DataCompetitive Intelligence and Big Data
Competitive Intelligence and Big Data
 
Frans feldberg
Frans feldbergFrans feldberg
Frans feldberg
 
Visual Process, an innovative analytical solution by bridging business and da...
Visual Process, an innovative analytical solution by bridging business and da...Visual Process, an innovative analytical solution by bridging business and da...
Visual Process, an innovative analytical solution by bridging business and da...
 
Textkernel talks - introduction to Textkernel
Textkernel talks - introduction to TextkernelTextkernel talks - introduction to Textkernel
Textkernel talks - introduction to Textkernel
 
SpeedTrack Tech Overview 2015
SpeedTrack Tech Overview 2015SpeedTrack Tech Overview 2015
SpeedTrack Tech Overview 2015
 
AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...
AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...
AI-SDV 2020: AI-augmented Question Answering and Semantic Search for Life Sci...
 
AI-SDV 2020: Biomax
AI-SDV 2020: BiomaxAI-SDV 2020: Biomax
AI-SDV 2020: Biomax
 

Viewers also liked

Supporting Community Empowerment MiniMOOC Week 2
Supporting Community Empowerment MiniMOOC Week 2Supporting Community Empowerment MiniMOOC Week 2
Supporting Community Empowerment MiniMOOC Week 2Phil Marston
 
Social Media as a Learning Tool
Social Media as a Learning ToolSocial Media as a Learning Tool
Social Media as a Learning ToolPhil Marston
 
Fontys & Buzzer - 2010 Project
Fontys & Buzzer - 2010 ProjectFontys & Buzzer - 2010 Project
Fontys & Buzzer - 2010 ProjectWillem Sodderland
 
Design, planning and delivery: small groups
Design, planning and delivery: small groupsDesign, planning and delivery: small groups
Design, planning and delivery: small groupsPhil Marston
 
Cordial glass
Cordial glassCordial glass
Cordial glassDean Nash
 
Cordial Glass Production Stages
Cordial Glass Production StagesCordial Glass Production Stages
Cordial Glass Production StagesDean Nash
 
Feedback for PGR/ECR Activity 1
Feedback for PGR/ECR Activity 1Feedback for PGR/ECR Activity 1
Feedback for PGR/ECR Activity 1Phil Marston
 
Bibliotek og teknologi - goddag, ja!
Bibliotek og teknologi - goddag, ja!Bibliotek og teknologi - goddag, ja!
Bibliotek og teknologi - goddag, ja!Alexander Johannesen
 
Buzzer WoMM Conference Istanbul 2008
Buzzer WoMM Conference Istanbul 2008Buzzer WoMM Conference Istanbul 2008
Buzzer WoMM Conference Istanbul 2008Willem Sodderland
 

Viewers also liked (11)

Supporting Community Empowerment MiniMOOC Week 2
Supporting Community Empowerment MiniMOOC Week 2Supporting Community Empowerment MiniMOOC Week 2
Supporting Community Empowerment MiniMOOC Week 2
 
Social Media as a Learning Tool
Social Media as a Learning ToolSocial Media as a Learning Tool
Social Media as a Learning Tool
 
Fontys & Buzzer - 2010 Project
Fontys & Buzzer - 2010 ProjectFontys & Buzzer - 2010 Project
Fontys & Buzzer - 2010 Project
 
Design, planning and delivery: small groups
Design, planning and delivery: small groupsDesign, planning and delivery: small groups
Design, planning and delivery: small groups
 
Cordial glass
Cordial glassCordial glass
Cordial glass
 
Cordial Glass Production Stages
Cordial Glass Production StagesCordial Glass Production Stages
Cordial Glass Production Stages
 
Txting Disasters
Txting DisastersTxting Disasters
Txting Disasters
 
Feedback for PGR/ECR Activity 1
Feedback for PGR/ECR Activity 1Feedback for PGR/ECR Activity 1
Feedback for PGR/ECR Activity 1
 
Bibliotek og teknologi - goddag, ja!
Bibliotek og teknologi - goddag, ja!Bibliotek og teknologi - goddag, ja!
Bibliotek og teknologi - goddag, ja!
 
Buzzer WoMM Conference Istanbul 2008
Buzzer WoMM Conference Istanbul 2008Buzzer WoMM Conference Istanbul 2008
Buzzer WoMM Conference Istanbul 2008
 
seamoreatseagriculture2015
seamoreatseagriculture2015seamoreatseagriculture2015
seamoreatseagriculture2015
 

Similar to The Technology Horizon: Implications for assessment

The path to be a data scientist
The path to be a data scientistThe path to be a data scientist
The path to be a data scientistPoo Kuan Hoong
 
Introduction to Enterprise Search
Introduction to Enterprise SearchIntroduction to Enterprise Search
Introduction to Enterprise SearchFindwise
 
Data Science-Why?What?How? By Hari Prasad
Data Science-Why?What?How? By Hari PrasadData Science-Why?What?How? By Hari Prasad
Data Science-Why?What?How? By Hari PrasadHari Prasad
 
Fried data summit big data for lob content
Fried data summit big data for lob contentFried data summit big data for lob content
Fried data summit big data for lob contentJeff Fried
 
Digital-Warriors-Marketing Roadmap with Big Data Analytics
Digital-Warriors-Marketing Roadmap with Big Data AnalyticsDigital-Warriors-Marketing Roadmap with Big Data Analytics
Digital-Warriors-Marketing Roadmap with Big Data AnalyticsJaysonBowden
 
Bridging Big Data and Data Science Using Scalable Workflows
Bridging Big Data and Data Science Using Scalable WorkflowsBridging Big Data and Data Science Using Scalable Workflows
Bridging Big Data and Data Science Using Scalable WorkflowsIlkay Altintas, Ph.D.
 
How to crack Big Data and Data Science roles
How to crack Big Data and Data Science rolesHow to crack Big Data and Data Science roles
How to crack Big Data and Data Science rolesUpXAcademy
 
Intro to Data Science for Non-Data Scientists
Intro to Data Science for Non-Data ScientistsIntro to Data Science for Non-Data Scientists
Intro to Data Science for Non-Data ScientistsSri Ambati
 
Building an Innovative Learning Ecosystem at Scale with Graph Technologies
Building an Innovative Learning Ecosystem at Scale with Graph TechnologiesBuilding an Innovative Learning Ecosystem at Scale with Graph Technologies
Building an Innovative Learning Ecosystem at Scale with Graph TechnologiesEnterprise Knowledge
 
Overview of Knowledge Management
Overview of Knowledge ManagementOverview of Knowledge Management
Overview of Knowledge ManagementDr. Firdaus Khan
 
What Managers Need to Know about Data Science
What Managers Need to Know about Data ScienceWhat Managers Need to Know about Data Science
What Managers Need to Know about Data ScienceAnnie Flippo
 
Bioschemas Workshop
Bioschemas WorkshopBioschemas Workshop
Bioschemas WorkshopNiall Beard
 
Combining Data Mining and Machine Learning for Effective User Profiling
Combining Data Mining and Machine Learning for Effective User ProfilingCombining Data Mining and Machine Learning for Effective User Profiling
Combining Data Mining and Machine Learning for Effective User ProfilingCodePolitan
 
Data Sets, Ensemble Cloud Computing, and the University Library: Getting the ...
Data Sets, Ensemble Cloud Computing, and the University Library:Getting the ...Data Sets, Ensemble Cloud Computing, and the University Library:Getting the ...
Data Sets, Ensemble Cloud Computing, and the University Library: Getting the ...SEAD
 

Similar to The Technology Horizon: Implications for assessment (20)

The path to be a data scientist
The path to be a data scientistThe path to be a data scientist
The path to be a data scientist
 
Introduction to Enterprise Search
Introduction to Enterprise SearchIntroduction to Enterprise Search
Introduction to Enterprise Search
 
Data Science-Why?What?How? By Hari Prasad
Data Science-Why?What?How? By Hari PrasadData Science-Why?What?How? By Hari Prasad
Data Science-Why?What?How? By Hari Prasad
 
Fried data summit big data for lob content
Fried data summit big data for lob contentFried data summit big data for lob content
Fried data summit big data for lob content
 
Digital-Warriors-Marketing Roadmap with Big Data Analytics
Digital-Warriors-Marketing Roadmap with Big Data AnalyticsDigital-Warriors-Marketing Roadmap with Big Data Analytics
Digital-Warriors-Marketing Roadmap with Big Data Analytics
 
Bridging Big Data and Data Science Using Scalable Workflows
Bridging Big Data and Data Science Using Scalable WorkflowsBridging Big Data and Data Science Using Scalable Workflows
Bridging Big Data and Data Science Using Scalable Workflows
 
How to crack Big Data and Data Science roles
How to crack Big Data and Data Science rolesHow to crack Big Data and Data Science roles
How to crack Big Data and Data Science roles
 
IBS-BIAKM-2013-keynote
IBS-BIAKM-2013-keynoteIBS-BIAKM-2013-keynote
IBS-BIAKM-2013-keynote
 
Intro to Data Science for Non-Data Scientists
Intro to Data Science for Non-Data ScientistsIntro to Data Science for Non-Data Scientists
Intro to Data Science for Non-Data Scientists
 
Business Intelligence in Laymen terms
Business Intelligence in Laymen termsBusiness Intelligence in Laymen terms
Business Intelligence in Laymen terms
 
Big Data for HR
Big Data for HRBig Data for HR
Big Data for HR
 
Architecting for Data Science
Architecting for Data ScienceArchitecting for Data Science
Architecting for Data Science
 
Building an Innovative Learning Ecosystem at Scale with Graph Technologies
Building an Innovative Learning Ecosystem at Scale with Graph TechnologiesBuilding an Innovative Learning Ecosystem at Scale with Graph Technologies
Building an Innovative Learning Ecosystem at Scale with Graph Technologies
 
Big Data - IBA.pptx
Big Data - IBA.pptxBig Data - IBA.pptx
Big Data - IBA.pptx
 
Overview of Knowledge Management
Overview of Knowledge ManagementOverview of Knowledge Management
Overview of Knowledge Management
 
ODSC East 2018
ODSC East 2018ODSC East 2018
ODSC East 2018
 
What Managers Need to Know about Data Science
What Managers Need to Know about Data ScienceWhat Managers Need to Know about Data Science
What Managers Need to Know about Data Science
 
Bioschemas Workshop
Bioschemas WorkshopBioschemas Workshop
Bioschemas Workshop
 
Combining Data Mining and Machine Learning for Effective User Profiling
Combining Data Mining and Machine Learning for Effective User ProfilingCombining Data Mining and Machine Learning for Effective User Profiling
Combining Data Mining and Machine Learning for Effective User Profiling
 
Data Sets, Ensemble Cloud Computing, and the University Library: Getting the ...
Data Sets, Ensemble Cloud Computing, and the University Library:Getting the ...Data Sets, Ensemble Cloud Computing, and the University Library:Getting the ...
Data Sets, Ensemble Cloud Computing, and the University Library: Getting the ...
 

Recently uploaded

Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDhatriParmar
 
How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseCeline George
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
Multi Domain Alias In the Odoo 17 ERP Module
Multi Domain Alias In the Odoo 17 ERP ModuleMulti Domain Alias In the Odoo 17 ERP Module
Multi Domain Alias In the Odoo 17 ERP ModuleCeline George
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Seán Kennedy
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdfMr Bounab Samir
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvRicaMaeCastro1
 
Using Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea DevelopmentUsing Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea Developmentchesterberbo7
 
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
Unraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptxUnraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptx
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptxDhatriParmar
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operationalssuser3e220a
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSMae Pangan
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1GloryAnnCastre1
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...Nguyen Thanh Tu Collection
 
Mental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young mindsMental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young mindsPooky Knightsmith
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17Celine George
 

Recently uploaded (20)

Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
 
How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 Database
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
Multi Domain Alias In the Odoo 17 ERP Module
Multi Domain Alias In the Odoo 17 ERP ModuleMulti Domain Alias In the Odoo 17 ERP Module
Multi Domain Alias In the Odoo 17 ERP Module
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...
 
prashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Professionprashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Profession
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdf
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
 
Using Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea DevelopmentUsing Grammatical Signals Suitable to Patterns of Idea Development
Using Grammatical Signals Suitable to Patterns of Idea Development
 
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
Unraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptxUnraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptx
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
 
Expanded definition: technical and operational
Expanded definition: technical and operationalExpanded definition: technical and operational
Expanded definition: technical and operational
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHS
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
 
Mental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young mindsMental Health Awareness - a toolkit for supporting young minds
Mental Health Awareness - a toolkit for supporting young minds
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17
 

The Technology Horizon: Implications for assessment

  • 1. The Technology Horizon implications for assessment Phil Marston Centre for Academic Development University of Aberdeen
  • 2. Heads-up What’s on the horizon
  • 3. Overview • Learning Analytics • Tin Can API • Open Badges
  • 5. Learning Analytics • Huge amounts of data being generated • Storage & processing power available exponentially • Patterns of relationships hidden in that data • Algorithms being developed • Dashboards being developed
  • 6. Learning Analytics • Huge amounts of data being generated • Storage & processing power available exponentially • Patterns of relationships hidden in that data • Algorithms being developed • Dashboards being developed
  • 7. Learning Analytics • Huge amounts of data being generated • Storage & processing power available exponentially • Patterns of relationships hidden in that data • Algorithms being developed • Dashboards being developed
  • 8. Learning Analytics • Huge amounts of data being generated • Storage & processing power available exponentially • Patterns of relationships hidden in that data • Algorithms being developed • Dashboards being developed
  • 9. Learning Analytics • Huge amounts of data being generated • Storage & processing power available exponentially • Patterns of relationships hidden in that data • Algorithms being developed • Dashboards being developed
  • 10. Tin Can API • SCORM • Experience • Subject, verb, object (I did this)
  • 11. Tin Can API • SCORM • Experience • Subject, verb, object (I did this)
  • 12. Tin Can API • SCORM • Experience • Subject, verb, object (I did this)
  • 13. Open Badges • Digital certificates with embedded metadata • Will be endorsable • Providing employers with the information they need
  • 14. Open Badges • Digital certificates with embedded metadata • Will be endorsable • Providing employers with the information they need
  • 15. Open Badges • Digital certificates with embedded metadata • Will be endorsable • Providing employers with the information they need
  • 17. Any Questions? Phil Marston Centre for Academic Development University of Aberdeen
  • 18. Resources • Learning Analytics • NMC Horizon Reports http://www.nmc.org/horizon-project/horizon-reports • Purdue http://www.educause.edu/ero/article/signals-using-academic-analytics-promote-student-success • JISC http://jisc.cetis.ac.uk/topic/learning_analytics • Tin Can API • http://tincanapi.com • Open Badges • Mozilla http://openbadges.org • JISC http://www.rsc-scotland.org/eassessment/tag/open-badges/
  • 19. Image Credits • Slide 4 Gartner's 2012 Hype Cycle for Emerging Technologies http://www.gartner.com/newsroom/id/2124315 • Slide 6 Aberdeen University ‘Maxwell’ High Performance Computing Facility http://www.abdn.ac.uk/news/details-13807.php • Slide 7 Map of science derived from clickstream data http://www.plosone.org/article/info:doi/10.1371/journal.pone.0004803 • Slide 10 SCORM, repositories and competencies - The big picture by Claude Ostyn http://www.ostyn.com/standards/prop/SCORM_competencies_repositories.htm • Slide 11 Making Sense of Tin Can API by Liz Burrow http://burlix.wordpress.com/2012/06/19/making-sense-of-tincan-api/ • Slide 12 Toyota environmentally conscious driving simulator by Eric Chan. Creative Commons license CC BY http://www.flickr.com/photos/maveric2003/2143217328/ • Slide 13 “Badge Anatomy” by Class Hack. Creative Commons license CC BY-SA http://www.waynebarry.com/blog/wp-content/uploads/2013/02/Open-Badge-Anatomy.png • Slide 14 Endorse project logo Creative Commons license CC BY-NC-SA http://ict-endorse.eu • Slide 15 Digital Resume by Linda Zivnustkova http://www.lindazivnustkova.com/resume.html • All other images fotolia.com

Editor's Notes

  1. “ Every two days now we create as much information as we did from the dawn of civilization up until  2003, according to Schmidt. That’s something like five exabytes of data.” Eric Schmidt (2010)