advancing contextual learning
Post on 13-Apr-2017
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ADVANCING CONTEXTUAL LEARNING…By Mani Gopalakrishnan
A quote to start with…
Big Data is a lot about knowing your consumers than about the technology…
Our references shape our behaviors
OMG! Brangelina broke
up?Dear! Fixed this coffee maker…
thanks Joe@ YouTube
Hey! My grandma
Rosie is on Facebook…
Honey! Let me Google
for a handyman
Aah! Amazon
knew what I exactly wanted
Mom & Dad! Here is my micro-
master
They all do three things well…
Build & contextualize
a huge content
repository
Get to know the consumer
really well
Engage and Enable
consumers at an individual
level SHAPE CONSUMER
HABITS
Your content is here somewhere…
Credit: Alfresco-Ending Content Chaos
We just don’t do this…
INTERACTIONS
INFORMATION
INSIGHTS
INTENT
INTERESTSSTRUCTURED &
UNSTRUCTUREDDATA
Bio & Demographics about learner
Learner interactions with systems, processes, and others
Insights gathered from all aspects of learner data (from 4Is, 360, Performance)
Job, career, and moment specific intent
Skills, Topics, and others that interests a learner
We use many tools at work…
COLLABORATIONPORTALS CO-CREATE BUSINESS
Learning technology needs to enable this
A solid content aggregation & classification
engine…
1
ONE DATA SOURCE
A data lake that takes and classifies
information 2
Structured Unstructured
Multi-Channel
Multi-Point of Learning
Web Mobile
Things
Predictive, Just-in-time, individual
learning3
Skills as the taxonomy; Skill Graph as the output… enabled by NLP and AI
Your role as a learning strategist…
EXPERIENCE
ENABLEMENTEDUCATION
ENGAGEMENT
Formal learning (classroom, vILC, eLearning, MOOCs)
Just-in-time (search ads, predictive recommendations)
Connection & Community (daily learning bits, likes, shares, comments )
Frictionless & omnipresent (multichannel, point of access)
Skill Graph
A quote to end with…
Big Data is a lot about knowing your consumers than about the technology…
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