adaptive learning pedagogies and big data

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Are you ready for the future? Education is at a crossroads … Web 2.0 ubiquitous connectivity … new literacies … more data … Web 3.0 ... more management ... more digital ... more reflection?

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adaptive learning, big data, schools, education, search engines, personalised learning, flipped learning, venture capital, mindset, wifi, digital connection, agile, dynamic, powershift, Toffler, playlists, education playlist

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Page 1: Adaptive Learning Pedagogies and Big Data

Are you ready for the future?

Education is at a crossroads … Web 2.0

ubiquitous connectivity … new literacies … more data … Web 3.0 ...

more management ...more digital ... more reflection?

Page 2: Adaptive Learning Pedagogies and Big Data

Unprecedented age in education?Age of distraction, Age of personalisation

Age of overwhelming data, Age of need for discerning choices

Page 3: Adaptive Learning Pedagogies and Big Data

What kind of society are we living in?

Architecture of search engines offer a plethora of knowledge within tenths of milliseconds

In 2012 more than $1 billion in venture capital was poured into education

Page 4: Adaptive Learning Pedagogies and Big Data

How does that make you feel?

Data speaks

Cell phones, GPS tracking, web clicks, Twitter - all collect data passively

Collecting and Sorting Information on Massive Scale

Page 5: Adaptive Learning Pedagogies and Big Data

Using algorithms to predict trends

How might algorithms predict trends in education?

Page 6: Adaptive Learning Pedagogies and Big Data

Professional Social Clubs? Building connections

through data

Page 7: Adaptive Learning Pedagogies and Big Data

Your Data is the commerce of the future30 percent of sales due to recommendation engine

Page 8: Adaptive Learning Pedagogies and Big Data

Data is so big, it is messy

Data correlations

Do you feel that process whilst overwhelming is also liberating?

Our mindset is shifting

How do you feel without access to your phone, wifi or ability to digitally connect?

Page 9: Adaptive Learning Pedagogies and Big Data

The age of hyper-connectivity - altering the way we think?

Page 10: Adaptive Learning Pedagogies and Big Data

The illiterate of the 21 Century are not those who cannot read and write but those who cannot learn, unlearn and relearn.

Alvin Toffler in Powershift: Knowledge, Wealth and Power at the Edge of the 21st Century

AgileCreativeDynamic

CollaborativeThere has been a

powershift

Think

Page 11: Adaptive Learning Pedagogies and Big Data

Teaching as managing data Actively teaching how to research so students don’t get distracted or lost ....

Page 12: Adaptive Learning Pedagogies and Big Data

Are your students discerning? Are your colleagues

discerning in their searches?

Page 13: Adaptive Learning Pedagogies and Big Data

Are teachers and students talking about ‘sorting’ techniques on the Internet?

Page 14: Adaptive Learning Pedagogies and Big Data

Are you discussing the art of digital curation?

Sorting

Page 15: Adaptive Learning Pedagogies and Big Data

My Itunes Playlist

Page 16: Adaptive Learning Pedagogies and Big Data

Who follows what other people listen to?

DJ / radio presenter of music to the world?

Democratisation of information, intellectual

and creative property

Following the Process of Data Production

Page 17: Adaptive Learning Pedagogies and Big Data

Who has studied what?

Whose study playlist are you following?

What list have they already been working through?

From the data, how many people are stuck on the same question as you?

What information are they sharing?

How is the teacher managing the playlists, heat maps and work pace?

What does this say for the way that we will assess in the future?

Determined by a daily algorithm

Page 18: Adaptive Learning Pedagogies and Big Data

What is ‘Adaptive Learning’?

Instant feedback

Strengths and weaknesses are identified

Students take active role in their learning

Teachers are provided with ‘heatmap’ analytics to optimize students results With real-time

reportsin the big-data era, teaching and learning will change

Page 19: Adaptive Learning Pedagogies and Big Data

What is the future for education and dispersal of knowledge?

Textbooks ‘replaced’ by a ream of Internet data and content delivered by presenters on Youtube

Page 20: Adaptive Learning Pedagogies and Big Data

Connectivity has altered power dynamicsPower in sharing, connecting, listening and grouping together to solve problems - but isn't that the best way? society that is flourishing? Hopefully the data will contribute to the development of this spirit.

Page 21: Adaptive Learning Pedagogies and Big Data

Reaching Out : Lending Through Kiva and monitoring data

Page 22: Adaptive Learning Pedagogies and Big Data

Big data is altering the framework of our society

A democratisation of knowledge?Students as bankers, thinking about microfinance, geography and loan ratios

Page 23: Adaptive Learning Pedagogies and Big Data

Adapting to the power of the web yet spaces still about people, relationships and trust

Sadako with her class in 1946, Tokyo Japan Jill with her class in 2013, Gold Coast Australia

Page 24: Adaptive Learning Pedagogies and Big Data

The Future of Learning ?

Page 25: Adaptive Learning Pedagogies and Big Data

Understanding will be co-created

Google Shared Documents

Allowing students to write collaboratively

How we think about the utilisation of space and our identity in that space, is changing.

Individual, physical, virtual, creative, collaborative, conversational, group

Page 26: Adaptive Learning Pedagogies and Big Data

LMS enabled Mini-MOOC

Foucault asserts knowledge is for cutting and rather than pour the students full of knowledge we asked them to deconstruct meaning about ‘flow’ as a large group. We got instant data.

Real power can’t be given it must only be taken

Students need to feel invested in the process

129 Year 8 Students were asked to respond online within 30 minutes to how they felt when they were in a state of flow?

Page 27: Adaptive Learning Pedagogies and Big Data

Authoring Tools that Empower Creativity and

Connection ... that also produce data

What are collaborative learning tools are you using?

Page 28: Adaptive Learning Pedagogies and Big Data

Creating Meaning, Creating sets of Data

Electronic Portfolios

Page 29: Adaptive Learning Pedagogies and Big Data

Reflection, Connection, Creation - are we training ourselves to look for patterns?

Page 30: Adaptive Learning Pedagogies and Big Data

peer to peer teaching

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Big Data providing greater opportunities? • Adaptive learning - predicting individual needs

• Pedagogy - participatory, collaborative, facilitating connected spaces

• Critical conversations around process to monitor/analyze

Page 33: Adaptive Learning Pedagogies and Big Data

Contact details

Jill [email protected]@tss.qld.edu.au

Big data - much ado about nothing? - probably not!