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Knowledge. Performance. Impact.
20-Minute WEBINAR: Predictive Personalization
January 21, 2015
MBI – GP Strategies Company Confidential
MATT DONOVAN
Vice President, Learning Solutions
GP Strategies
Introduction
Future or NOW?
Clips from Minority Report
IMAGINE
personalized
advertisements that speak
directly to you
Future or NOW?
Disney’s Magic Band TopShop’s Virtual Changing Room
IMAGINE
wearables that are
personalized and enable you to
interact with you environment
IMAGINE
a digital dressing room that makes
recommendations and allows you
to virtually try on clothes
What is predictive personalization?
Predictive personalization is the ability to
predict audience behavior, needs, and/or
wants to create a tailored, multi-channel
experience.
This is achieved through tools including
predictive analysis, geo-based location
technologies, and wearable technologies.
5
How are people using it TODAY?
• Predict course
selection
• Predict entertainment
preferences
• Predict commerce
preferences
• Predict human
attraction
6
How is it being used in the
learning & performance WORLD TODAY?
• Personalized online sales course
based on key demographic questions
• Use of the Experience API (xAPI)
7
How is predictive personalization evolving?
• Rise of wearables
• Radio-frequency
identification (RFID)
• Beacons
• Near field communication
(NFC)
• Mobile augmented reality
(AR)
• Image recognition
• GPS
Beacon
Augmented Reality
Image Recognition
8
http://blog.estimote.com/post/106913675010/how-do-beacons-work-the-physics-of-beacon-tech
Augmented Reality: http://www.designboom.com/technology/audi-a3-car-manual-enhanced-by-augmented-reality-app/
Image Recognition: http://www.forbes.com/sites/rachelarthur/2014/11/17/where-image-recognition-technology-is-headed-for-retailers-cortexica-interview/
Fitbit: http://www.cpsc.gov/Global/Images/Recall/2014/14129/114129FitbitForceLARGE.jpg
NFC: http://www.novacard.ru/en/actual/?id=861
What are the 5 MOMENTS of learning needs?
Geolocation-based technologies and predictive analysis could
be used to provide critical information at the precise moment
of need.
• Where is the LEARNER?
• What are they DOING?
• What do they need INFORMATION or INSTRUCTION
about? 9
Adapted from "Five Moments of Need" model (Mosher & Gottfredson, 2011)
What are some examples of using the existing
technologies with predictive personalization?
Qualcomm Museum’s mobile tour guide
10
What is the impact of predictive
personalization on learning & performance?
• New ways to learn; very often
connect with the learner’s context
• Ability to find out critical information at
the precise moment of need
• Connecting real and digital
11
A
?
Questions & ANSWERS
12
© 2015 GP Strategies Corporation. All rights reserved. GP Strategies, GP Strategies and logo design, BlessingWhite, Rovsing Dynamics, Asentus, Information Horizons, PMC, Sandy, Bath Consultancy Group,
Academy of Training, Martonhouse, Via Training, Beneast Training, Ultra, RWD, Communication Consulting, Option Six, Milsom, Clutterbuck Associates, PerformTech, Future Perfect, Smallpeice Enterprises,
Prospero Learning Solutions, Lorien Engineering Solutions, GPiLEARN, GPCALCS, GPSteam, EtaPRO, and VirtualPlant are trademarks or registered trademarks of GP Strategies Corporation in the U.S. and
other countries. All other trademarks are trademarks or registered trademarks of their respective owners.
Proprietary to GP Strategies Corporation
gpstrategies.com
Matt Donovan
Vice President
mdonovan@gpstrategies.com
Phone: (812) 778-9792
Join us on January 28th at 2:00 p.m.
ET for our next 20-minute Learning
Trends Series webinar: Visual
Learning: A Picture is Worth an Hour
of Training

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Predictive Personalization

  • 1. Knowledge. Performance. Impact. 20-Minute WEBINAR: Predictive Personalization January 21, 2015 MBI – GP Strategies Company Confidential
  • 2. MATT DONOVAN Vice President, Learning Solutions GP Strategies Introduction
  • 3. Future or NOW? Clips from Minority Report IMAGINE personalized advertisements that speak directly to you
  • 4. Future or NOW? Disney’s Magic Band TopShop’s Virtual Changing Room IMAGINE wearables that are personalized and enable you to interact with you environment IMAGINE a digital dressing room that makes recommendations and allows you to virtually try on clothes
  • 5. What is predictive personalization? Predictive personalization is the ability to predict audience behavior, needs, and/or wants to create a tailored, multi-channel experience. This is achieved through tools including predictive analysis, geo-based location technologies, and wearable technologies. 5
  • 6. How are people using it TODAY? • Predict course selection • Predict entertainment preferences • Predict commerce preferences • Predict human attraction 6
  • 7. How is it being used in the learning & performance WORLD TODAY? • Personalized online sales course based on key demographic questions • Use of the Experience API (xAPI) 7
  • 8. How is predictive personalization evolving? • Rise of wearables • Radio-frequency identification (RFID) • Beacons • Near field communication (NFC) • Mobile augmented reality (AR) • Image recognition • GPS Beacon Augmented Reality Image Recognition 8 http://blog.estimote.com/post/106913675010/how-do-beacons-work-the-physics-of-beacon-tech Augmented Reality: http://www.designboom.com/technology/audi-a3-car-manual-enhanced-by-augmented-reality-app/ Image Recognition: http://www.forbes.com/sites/rachelarthur/2014/11/17/where-image-recognition-technology-is-headed-for-retailers-cortexica-interview/ Fitbit: http://www.cpsc.gov/Global/Images/Recall/2014/14129/114129FitbitForceLARGE.jpg NFC: http://www.novacard.ru/en/actual/?id=861
  • 9. What are the 5 MOMENTS of learning needs? Geolocation-based technologies and predictive analysis could be used to provide critical information at the precise moment of need. • Where is the LEARNER? • What are they DOING? • What do they need INFORMATION or INSTRUCTION about? 9 Adapted from "Five Moments of Need" model (Mosher & Gottfredson, 2011)
  • 10. What are some examples of using the existing technologies with predictive personalization? Qualcomm Museum’s mobile tour guide 10
  • 11. What is the impact of predictive personalization on learning & performance? • New ways to learn; very often connect with the learner’s context • Ability to find out critical information at the precise moment of need • Connecting real and digital 11
  • 13. © 2015 GP Strategies Corporation. All rights reserved. GP Strategies, GP Strategies and logo design, BlessingWhite, Rovsing Dynamics, Asentus, Information Horizons, PMC, Sandy, Bath Consultancy Group, Academy of Training, Martonhouse, Via Training, Beneast Training, Ultra, RWD, Communication Consulting, Option Six, Milsom, Clutterbuck Associates, PerformTech, Future Perfect, Smallpeice Enterprises, Prospero Learning Solutions, Lorien Engineering Solutions, GPiLEARN, GPCALCS, GPSteam, EtaPRO, and VirtualPlant are trademarks or registered trademarks of GP Strategies Corporation in the U.S. and other countries. All other trademarks are trademarks or registered trademarks of their respective owners. Proprietary to GP Strategies Corporation gpstrategies.com Matt Donovan Vice President mdonovan@gpstrategies.com Phone: (812) 778-9792 Join us on January 28th at 2:00 p.m. ET for our next 20-minute Learning Trends Series webinar: Visual Learning: A Picture is Worth an Hour of Training

Notes de l'éditeur

  1. Image source 1: http://www.mediaispower.com/wp-content/uploads/2012/10/Minority-Report-Movie-Predictive-Programming.png
  2. Image source 1: http://allthingsd.com/20130529/tomorrowland-today-disney-magicband-unlocks-new-guest-experience-for-park-goers/ Image source 2: http://www.smartfocus.com/blog/future-retail-now
  3. http://www.jwtintelligence.com/2014/05/google-nows-predictive-shopper/#axzz3OiFloTQq http://www.clickz.com/clickz/column/2304921/digital-hospitality-aka-predictive-personalization
  4. Image source: http://www.jwtintelligence.com/2014/05/google-nows-predictive-shopper/#axzz3OiFloTQq Degree Compass: pairs students with courses that best fit their talents and program of study for upcoming semesters. The model combines past students’ grades with each particular student’s transcript to make individualized recommendations for each student. It uses predictive analytics techniques based on grade and enrollment data to rank courses according to factors that measure how well each course might help the student progress through their program. From the courses that apply directly to the student’s program of study, the system selects those courses that fit best with the sequence of courses in their degree and are the most central to the university curriculum as whole. That ranking is then overlaid with a model that predicts which courses the student will achieve their best grades. In this way the system most strongly recommends a course that is necessary for a student to graduate, core to the university curriculum and their major, and in which the student is expected to succeed academically. (http://www.apsu.edu/academic-affairs/degree-compass-and-my-future)
  5. http://blog.estimote.com/post/106913675010/how-do-beacons-work-the-physics-of-beacon-tech   NFC: http://www.novacard.ru/en/actual/?id=861   Augmented Reality: http://www.designboom.com/technology/audi-a3-car-manual-enhanced-by-augmented-reality-app/   Image Recognition: http://www.forbes.com/sites/rachelarthur/2014/11/17/where-image-recognition-technology-is-headed-for-retailers-cortexica-interview/   Fitbit: http://www.cpsc.gov/Global/Images/Recall/2014/14129/114129FitbitForceLARGE.jpg
  6. Source: http://moblearn.blogspot.com/2014/01/future-of-mobile-learning-interview.html https://www.qualcomm.com/company/facilities/museum
  7. Source: http://moblearn.blogspot.com/2014/01/future-of-mobile-learning-interview.html https://www.qualcomm.com/company/facilities/museum