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Educational
What should you be thinking about next?
Technologies
Griffith University
Dr Jason Zagami
jason.zagami.info
Lecturer
Griffith University
School of Education and Professional Studies
Gold Coast
ADE
Apple Distinguished Educator
Google Certified Teacher
Australian HP Innovations In Education Mentor
Queensland Society for Information Technology in Education
Immediate Past President
Australian Council for
Computers in Education
Editor
Australian Educational Computing
Australian College of
Educators
(Gold Coast Region)
President
Curriculum Development
Educational Technologies
• Clouds / Virtual Labs / 3D Printing / Publishing
• Online / Mobile / VWorlds / AR / VR / Wearable
• Tablets / Surfaces / Gestures / Neural Interfaces
• Gaming / Gamification / Badging
Technological
Innovation
Lee Shulman
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Content
Knowledge
(CK)
Technological
Knowledge
(TK)
Context
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Matthew Koehler Punya Mishra
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Knowledge
(TK)
Context
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Content
Knowledge
(TCK)
Technological
Knowledge
(TK)
Context
Pedagogical Content Knowledge
(PCK)
Content
Knowledge
(CK)
Pedagogical
Knowledge
(PK)
Technological
Content
Knowledge
(TCK)
Technological
Knowledge
(TK)
Technological
Pedagogical
Knowledge
(TPK)
Context
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
Learning
Analytics
Pedagogical
Diversity
Technological
Innovation
Context
Pedagogical
Diversity
Technological
Innovation
Learning
Analytics
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
www.nmc.org
Horizon Reports
Technological
Innovation
Cloud Computing
Technological
Innovation
Cloud Computing
Technological
Innovation
Cloud Computing
Technological
Innovation
Currently 42% of schools
35% of K-12 IT Budgets, Savings of 20%
Cloud Computing
Technological
Innovation
• Collaboration
• Conferencing
• File storage
• Virtualization
• Processing Power
• Scalability
• Desktop - Laptop - Tablet - Mobile
• Private cloud computing
Cloud Computing
Technological
Innovation
Cloud Computing
Pedagogical
Diversity
• Multiple Authors
• Activity Trails (Time and Content)
• Autosave
• Ownership (Content)
• Ownership (Environment)
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
Virtual Laboratories
Technological
Innovation
genome.edu.au
Virtual Laboratories
Technological
Innovation
3D Printing
Technological
Innovation
3D Printing
Technological
Innovation
3D Printing
Technological
Innovation
3D Printing
Technological
Innovation
3D Printing
Technological
Innovation
3D Printing
www.playmaker.org
Pedagogical
Diversity
3D Printing
diy.org
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Gamification
Pedagogical
Diversity
Badging
Pedagogical
Diversity
Online Learning
• Canada (Compulsory Offering)
• USA (Compulsory Completions)
• Khan Academy (4300 micro lectures)
• Computer Education ACS report
Technological
Innovation
Online Learning
Pedagogical
Diversity
Flipped and Blended
Pedagogical
Diversity
Flipped and Blended
Pedagogical
Diversity
Flipped and Blended
Pedagogical
Diversity
Pedagogical
Diversity
LMS’s vs PLN’s
• Teacher/Institution Centred vs Learner Centred
• Blackboard/Moodle vs Social Media
• SCORM -> Tin Can API
• Platform Reliance
Technological
Innovation
LMS’s vs PLN’s
Pedagogical
Diversity
MOOCs
• cMOOC vs xMOOC
• Global market and commercialisation
• MOOC’s vs Communities of Practice
• Publishers/BB
Pedagogical
Diversity
Learning Analytics
Social Networks Adapting Pedagogical Practice
Learning
Analytics
Learning Analytics
Wolfram|Alpha Analytics for Facebook
Learning
Analytics
Panopticon
Learning
Analytics
Automated Feedback
• aka Assessment
• Targeted/Dynamic Assessment
• Peer Assessments
• Essay Grading
• Feedback Analysis
Learning
Analytics
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
Publishing
• Reading time
• Reading rate
• Eye tracking
• Pupil dilation
Learning
Analytics
Open Content
Pedagogical
Diversity
Open Content
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Open Learning
Pedagogical
Diversity
Open Learning
Pedagogical
Diversity
Curation
Pedagogical
Diversity
Individualised Support
Time
Learning Analytics
Learning
Analytics
Technological
Innovation
Technological
Innovation
Technological
Innovation
Pedagogical
Diversity
Pedagogical
Diversity
Apps
Pedagogical
Diversity
Mobile
• Price points <$50 Tablets and netbooks
• Realistically ~$100
• Ubiquitous processing and connectivity
• Magazines, books, all electronic devices
• Video/Audio/Location monitoring
Technological
Innovation
Apps
• Small applications, low cost
• Learning objects ($$$$ TLF/ESA)
• SCORM -> Tin Can API
• Purchasing and licencing models
• Micro-transactions
Technological
Innovation
Micro Purchases
Pedagogical
Diversity
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
Datalogging
Learning
Analytics
Health Monitoring
Learning
Analytics
Remote Health Monitoring
Learning
Analytics
Learning
Analytics
Improvement Monitoring
Learning
Analytics
Attention/Stress Monitoring
Learning
Analytics
RFDI Tracking
Learning
Analytics
Activity Monitoring
Learning
Analytics
Feedback
Learning
Analytics
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
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
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
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
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
Surfaces
• Screen real-estate
• Multiple monitors
Technological
Innovation
20
Surfaces
• Screen real-estate
• Multiple monitors
Technological
Innovation
Interactive
Whiteboards
Technological
Innovation
Interactive Surfaces
Technological
Innovation
Interactive Surfaces
Technological
Innovation
Interactive Surfaces
Technological
Innovation
Interactive Surfaces
Technological
Innovation
Interactive Surfaces
Technological
Innovation
Technological
Innovation
Location based learning
Technological
Innovation
Location based learning
Technological
Innovation
Technological
Innovation
Augmented Reality
Technological
Innovation
Augmented Reality
Augmented Reality
Technological
Innovation
0:22
Augmented Reality
Technological
Innovation
0:17
Augmented Reality
Technological
Innovation
1:30
Augmented Reality
Technological
Innovation
0:40
Augmented Reality
Technological
Innovation
Augmented Classrooms
Technological
Innovation
Technological
Innovation
Wearable Cameras
Technological
Innovation
Google Glass
Technological
Innovation
Technological
Innovation
Google Glass
Technological
Innovation
Virtual Reality
Technological
Innovation
Virtual Reality
Technological
Innovation
Technological
Innovation
Interactive Projections
Technological
Innovation
Interactive Projections
Technological
Innovation
Motion Capture
Technological
Innovation
Motion Capture
Technological
Innovation
Motion Capture
Technological
InnovationMotion Capture
Technological
InnovationMotion Capture
Holographic Telepresence
Technological
Innovation
Technological
InnovationTelepresence
Technological
InnovationTelepresence
Technological
InnovationTelepresence
Technological
InnovationTelepresence
Virtual Worlds
Technological
Innovation
40
Second Life
Technological
Innovation
Quest Atlantis
Technological
Innovation
Gaming
Technological
Innovation
Technological
Innovation
Technological
Innovation
Technological
Innovation
Technological
Innovation
Online Games
Technological
Innovation
Multiplayer Games
Technological
Innovation
Peggy Sheehy
Technological
Innovation
Play
Pedagogical
Diversity
Challenge
Pedagogical
Diversity
Reward
Pedagogical
Diversity
Leveling
Pedagogical
Diversity
ZPD
Pedagogical
Diversity
Creativity
Pedagogical
Diversity
Risk Taking
Pedagogical
Diversity
Rapid Problem Solving
Pedagogical
Diversity
Simulations
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
simschool.org
Technological
Innovation
Pedagogical
Diversity
Pedagogical
Diversity
Learning
Analytics
Learning
Analytics
Learning
Analytics
Learning
Analytics
3 year investigation into the introduction of games
into teaching practice
Pedagogical
Diversity
• Using Games: Learning and Digital Games
• Analysing Games: Critical Analysis of Games
• Making Games: Media Literacy and Creativity
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Secondary Worlds
Pedagogical
Diversity
Pedagogical
Diversity
Pedagogical
Diversity
Philosophic
Epic
NaĂŻve
Pedagogical
Diversity
Secondary Worlds
Pedagogical
Diversity
Secondary Worlds
Pedagogical
Diversity
Neural Interfaces
Technological
Innovation
Neural Interfaces
Technological
Innovation
Neural Interfaces
Technological
Innovation
Neural Interfaces
Technological
Innovation
Neural Interfaces
Technological
Innovation
Theta
Alpha
Neural Interfaces
Technological
Innovation
Brain Waves
Delta 1-4hz Theta 4-7hz
Alpha 7-13hz Beta 13-30hz
Technological
Innovation
Switch in reality
Wake -> Sleep Theta 4-7hz
Alpha 7-13hz Sleep -> Wake
Technological
Innovation
Synaptic Pruning
Technological
Innovation
Interactive Art
Technological
Innovation
Neural Interfaces
Technological
Innovation
Neural Interfaces
Technological
Innovation
Neural Interfaces
Technological
Innovation
60
Griffith University
Dr Jason Zagami
jason.zagami.info

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