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Educational Technologies
What is coming next?
Tuesday, 1 October 13
Dr Jason Zagami
jason.zagami.info
Tuesday, 1 October 13
Lecturer
Griffith University
School of Education and Professional Studies
Gold Coast
Tuesday, 1 October 13
Educational Technologies
• Clouds / Virtual Labs / 3D Printing / Publishing
• Online / Mobile / VWorlds / AR / VR / Wearable
• Tablets / Surfaces / Gestures / Neural Interfaces
• Gaming / Gamification / Badging
Technological
Innovation
Tuesday, 1 October 13
Lee Shulman
Tuesday, 1 October 13
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Tuesday, 1 October 13
Content
Knowledge
(CK)
Technological
Knowledge
(TK)
Context
Tuesday, 1 October 13
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Tuesday, 1 October 13
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Tuesday, 1 October 13
Matthew Koehler Punya Mishra
Tuesday, 1 October 13
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Tuesday, 1 October 13
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Content
Knowledge
(TCK)
Technological
Knowledge
(TK)
Context
Tuesday, 1 October 13
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Content
Knowledge
(TCK)
Technological
Knowledge
(TK)
Technological
Pedagogical
Knowledge
(TPK)
Context
Tuesday, 1 October 13
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Content
Knowledge
(TCK)
Technological
Knowledge
(TK)
Technological
Pedagogical
Knowledge
(TPK)
Technological
Pedagogical
Content
Knowledge
(TPCK)
Context
Tuesday, 1 October 13
Learning
Analytics
Pedagogical
Diversity
Technological
Innovation
Context
Tuesday, 1 October 13
Pedagogical
Diversity
Technological
Innovation
Learning
Analytics
Tuesday, 1 October 13
Technology/Pedagogy/
Learning Analytics
• Boundaries of school based learning
• Ethics of crossing these boundaries
• Implications for life long learning
• Individual vs aggregated analysis
Pedagogical
Diversity
Tuesday, 1 October 13
www.nmc.org
Horizon Reports
Technological
Innovation
Tuesday, 1 October 13
Cloud Computing
Technological
Innovation
Tuesday, 1 October 13
Cloud Computing
Technological
Innovation
Tuesday, 1 October 13
Cloud Computing
Technological
Innovation
Currently 42% of schools
35% of K-12 IT Budgets, Savings of 20%
Tuesday, 1 October 13
Cloud Computing
Technological
Innovation
• Collaboration
• Conferencing
• File storage
• Virtualization
• Processing Power
• Scalability
• Desktop - Laptop - Tablet - Mobile
• Private cloud computing
Tuesday, 1 October 13
Cloud Computing
Technological
Innovation
Tuesday, 1 October 13
Cloud Computing
Pedagogical
Diversity
• Multiple Authors
• Activity Trails (Time and Content)
• Autosave
• Ownership (Content)
• Ownership (Environment)
Tuesday, 1 October 13
Virtual Laboratories
• Students can make mistakes and repeat experiments
• Record and replay experiments to analyse for areas of
improvement and acknowledge excellence
• Often developed and linked with current research labs
• Laboratory/Workshops work not limited to a schools
physical labs/workshops
Pedagogical
Diversity
Tuesday, 1 October 13
Virtual Laboratories
Technological
Innovation
genome.edu.au
Tuesday, 1 October 13
Virtual Laboratories
Technological
Innovation
Tuesday, 1 October 13
3D Printing
Technological
Innovation
Tuesday, 1 October 13
3D Printing
Technological
Innovation
Tuesday, 1 October 13
3D Printing
Technological
Innovation
Tuesday, 1 October 13
3D Printing
Technological
Innovation
Tuesday, 1 October 13
3D Printing
Technological
Innovation
Tuesday, 1 October 13
3D Printing
www.playmaker.org
Pedagogical
Diversity
Tuesday, 1 October 13
3D Printing
diy.org
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Gamification
Pedagogical
Diversity
Tuesday, 1 October 13
Badging
Pedagogical
Diversity
Tuesday, 1 October 13
Online Learning
• Canada (Compulsory Offering)
• USA (Compulsory Completions)
• Khan Academy (4300 micro lectures)
• Computer Education ACS report
Technological
Innovation
Tuesday, 1 October 13
Online Learning
Pedagogical
Diversity
Tuesday, 1 October 13
LMS’s vs PLN’s
• Teacher/Institution Centred vs Learner Centred
• Blackboard/Moodle vs Social Media
• SCORM -> Tin Can API
• Platform Reliance
Technological
Innovation
Tuesday, 1 October 13
LMS’s vs PLN’s
Pedagogical
Diversity
Tuesday, 1 October 13
MOOCs
• cMOOC vs xMOOC
• Global market and commercialisation
• MOOC’s vs Communities of Practice
• Publishers/BB
Pedagogical
Diversity
Tuesday, 1 October 13
Learning Analytics
Social Networks Adapting Pedagogical Practice
Learning
Analytics
Tuesday, 1 October 13
Learning Analytics
Wolfram|Alpha Analytics for Facebook
Learning
Analytics
Tuesday, 1 October 13
Panopticon
Learning
Analytics
Tuesday, 1 October 13
Automated Feedback
• aka Assessment
• Targeted/Dynamic Assessment
• Peer Assessments
• Essay Grading
• Feedback Analysis
Learning
Analytics
Tuesday, 1 October 13
Publishing
• ePub
• iBooks -> OSX
• CC SA and closed LMS’s
• Teacher published texts
• Publishing companies / Academic
publishing
• Integration of texts with LMS/LA access/
quizzes
Technological
Innovation
Tuesday, 1 October 13
Publishing
• Reading time
• Reading rate
• Eye tracking
• Pupil dilation
Learning
Analytics
Tuesday, 1 October 13
Open Content
Pedagogical
Diversity
Tuesday, 1 October 13
Open Content
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Open Learning
Pedagogical
Diversity
Tuesday, 1 October 13
Open Learning
Pedagogical
Diversity
Tuesday, 1 October 13
Curation
Pedagogical
Diversity
Tuesday, 1 October 13
Individualised Support
Time
Learning Analytics
Learning
Analytics
Tuesday, 1 October 13
Technological
Innovation
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Pedagogical
Diversity
Tuesday, 1 October 13
Mobile
• Price points <$50 Tablets and netbooks
• Realistically ~$100
• Ubiquitous processing and connectivity
• Magazines, books, all electronic devices
• Video/Audio/Location monitoring
Technological
Innovation
Tuesday, 1 October 13
Apps
Pedagogical
Diversity
Tuesday, 1 October 13
Apps
• Small applications, low cost
• Learning objects ($$$$ TLF/ESA)
• SCORM -> Tin Can API
• Purchasing and licencing models
• Micro-transactions
Technological
Innovation
Tuesday, 1 October 13
Micro Purchases
Pedagogical
Diversity
Tuesday, 1 October 13
Meganets
• Closed Meganets (App stores) but
developers cross networks
• Closing the internet (RSS, country filtering/
tariff protections)
• Discriminatory pricing
• Educational restrictions (sector LMS’s / ESA
-> country restrictions)
• HTML5 (reduced reliance on Apps)
Technological
Innovation
Tuesday, 1 October 13
Datalogging
Learning
Analytics
Tuesday, 1 October 13
Health Monitoring
Learning
Analytics
Tuesday, 1 October 13
Remote Health Monitoring
Learning
Analytics
Tuesday, 1 October 13
Learning
Analytics
Tuesday, 1 October 13
Improvement Monitoring
Learning
Analytics
Tuesday, 1 October 13
Attention/Stress Monitoring
Learning
Analytics
Tuesday, 1 October 13
RFDI Tracking
Learning
Analytics
Tuesday, 1 October 13
Activity Monitoring
Learning
Analytics
Tuesday, 1 October 13
Feedback
Learning
Analytics
Tuesday, 1 October 13
Learning Analytics
• Prediction (in which data is used to predict future
performance);
• Clustering  (identify similarities in students/tasks);
• Relationship mining (between students, teachers,
concepts, etc.);
• Modeling (creating a model and using this for further
prediction or analysis); and
• Distillation of data for human judgment (the most
common use by teachers using statistics and
visualisations).
Learning
Analytics
Tuesday, 1 October 13
Learning Analytics
• Extracting and analysing data from learning
management systems;
• Building an analytics matrix that incorporates data
from multiple sources (social media, LMS, student
information systems, etc);
• Profile or model development of individual learners
(across the analytics matrix);
• Predictive analytics: determining at-risk learners;
• Automated intervention and adaptive analytics: i.e.
the learner model should be updated rapidly to
reflect near real-time learner success and activity
so that decisions are not made on out-dated models;
Learning
Analytics
Tuesday, 1 October 13
Learning Analytics
• Development of "intelligent curriculum" where
learning content is semantically defined;
• Personalisation and adaptation of learning based
on intelligent curriculum where content, activities,
and social connections can be presented to each
learner based on their profile or existing
knowledge; and
• Advanced assessment: comparing learner profiles
with architecture of knowledge in a domain for
grading or assessment.
Learning
Analytics
Tuesday, 1 October 13
Learning Analytics
• Data can uncover problems that might otherwise
remain invisible
• Data can convince people of the need for change
• Data can confirm or discredit assumptions about
students and school practices
• Data can get to the root cause of problems, pinpoint
areas where change is most needed, and guide
resource allocation
Learning
Analytics
Tuesday, 1 October 13
Learning Analytics
• Data can prevent reliance on standardised tests.
• Data can help evaluate program effectiveness and
keep the focus on student learning
• Data can prevent one-size-fits-all solutions
• Data can help address accountability questions
• Data can build a culture of inquiry and improvement
Learning
Analytics
Tuesday, 1 October 13
Surfaces
• Screen real-estate
• Multiple monitors
Technological
Innovation
20
Tuesday, 1 October 13
Surfaces
• Screen real-estate
• Multiple monitors
Technological
Innovation
Tuesday, 1 October 13
Interactive
Whiteboards
Technological
Innovation
Tuesday, 1 October 13
Interactive Surfaces
Technological
Innovation
Tuesday, 1 October 13
Technological
Innovation
Location based learning
Tuesday, 1 October 13
Technological
Innovation
Location based learning
Tuesday, 1 October 13
Technological
Innovation
Tuesday, 1 October 13
Technological
Innovation
Augmented Reality
Tuesday, 1 October 13
Technological
Innovation
Augmented Reality
Tuesday, 1 October 13
Augmented Reality
Technological
Innovation
Tuesday, 1 October 13
0:22
Augmented Reality
Technological
Innovation
Tuesday, 1 October 13
0:17
Augmented Reality
Technological
Innovation
Tuesday, 1 October 13
1:30
Augmented Reality
Technological
Innovation
Tuesday, 1 October 13
0:40
Augmented Reality
Technological
Innovation
Tuesday, 1 October 13
Augmented Classrooms
Technological
Innovation
Tuesday, 1 October 13
Technological
Innovation
Tuesday, 1 October 13
Wearable Cameras
Technological
Innovation
Tuesday, 1 October 13
Google Glass
Technological
Innovation
Tuesday, 1 October 13
Technological
Innovation
Google Glass
Tuesday, 1 October 13
Technological
Innovation
Tuesday, 1 October 13
Virtual Reality
Technological
Innovation
Tuesday, 1 October 13
Virtual Reality
Technological
Innovation
Tuesday, 1 October 13
Technological
Innovation
Interactive Projections
Tuesday, 1 October 13
Technological
Innovation
Interactive Projections
Tuesday, 1 October 13
Technological
Innovation
Motion Capture
Tuesday, 1 October 13
Technological
Innovation
Motion Capture
Tuesday, 1 October 13
Technological
Innovation
Motion Capture
Tuesday, 1 October 13
Technological
InnovationMotion Capture
Tuesday, 1 October 13
Technological
InnovationMotion Capture
Tuesday, 1 October 13
Holographic Telepresence
Technological
Innovation
Tuesday, 1 October 13
Technological
InnovationTelepresence
Tuesday, 1 October 13
Technological
InnovationTelepresence
Tuesday, 1 October 13
Technological
InnovationTelepresence
Tuesday, 1 October 13
Technological
InnovationTelepresence
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Theta
Alpha
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Brain Waves
Delta 1-4hz Theta 4-7hz
Alpha 7-13hz Beta 13-30hz
Technological
Innovation
Tuesday, 1 October 13
Switch in reality
Wake -> Sleep Theta 4-7hz
Alpha 7-13hz Sleep -> Wake
Technological
Innovation
Tuesday, 1 October 13
Synaptic Pruning
Technological
Innovation
Tuesday, 1 October 13
Interactive Art
Technological
Innovation
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
Tuesday, 1 October 13
Neural Interfaces
Technological
Innovation
60
Tuesday, 1 October 13
Griffith University
Dr Jason Zagami
jason.zagami.info
Tuesday, 1 October 13

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