1.
@phish108 @datenXinfos
Adaptive Learning Experiences
across Devices:
Leveraging
Multi-Modal Learning Analytics
with XAPI

2.
@phish108 @datenXinfos
2010200019901980197019601950 2020
Generation X
Digital Natives
Millennials
Mobile Natives
AI-Natives

3.
@phish108 @datenXinfos
The Habitat
of Millenials
2019: n = 237Digital Habitat Observatory: Glahn & Gruber (2018)

4.
@phish108 @datenXinfos
The Habitat
of Millenials
2019: n = 237
Marginal gender
differences
Digital Habitat Observatory: Glahn & Gruber (2018)

5.
@phish108 @datenXinfos
The Habitat
of Millenials
2019: n = 237
There is not onemode of interaction!
Digital Habitat Observatory: Glahn & Gruber (2018)

6.
@phish108 @datenXinfos
The Habitat
of Millenials
2019: n = 237
There is not one
interaction at a time!
Digital Habitat Observatory: Glahn & Gruber (2018)

7.
@phish108 @datenXinfos
Multi-Modal Learning
• Multiple exposures to learning
• Multi-sensory interactions
• Multi-device experiences
(Moreno, & Mayer, 2007; Glahn & Specht, 2010; Schneider, Börner, van Rosmalen, & Specht; 2017;
Di Mitri, Schneider, Specht, & Drachsler, 2018)

8.
@phish108 @datenXinfos
Multi-Modal Experiences
• Multiple exposures to learning
• Multi-sensory interactions
• Multi-device experiences
(Moreno, & Mayer, 2007; Glahn & Specht, 2010; Schneider, Börner, van Rosmalen, & Specht; 2017;
Di Mitri, Schneider, Specht, & Drachsler, 2018)

9.
@phish108 @datenXinfos
Connecting the Habitat and
Learning Experiences
The Challenge!

10.
@phish108 @datenXinfos
Interoperability

11.
@phish108 @datenXinfos
LMS Client
LMS
Content
Assess-
ment
• SCORM
• LTI
• IMS LD

12.
@phish108 @datenXinfos
LMS Client
LMS
Content
Assess-
ment
• SCORM
• LTI
• IMS LD
Unified
Experience

13.
@phish108 @datenXinfos
LMS Client
LMS
Content
Assess-
ment
• SCORM
• LTI
• IMS LD
Input-Output
Centric
Unified
Experience

14.
@phish108 @datenXinfos
LMS Client
LMS
Content
Assess-
ment
• SCORM
• LTI
• IMS LD
Input-Output
Centric
Resource
Centric
Unified
Experience

15.
@phish108 @datenXinfos
LMS Client
LMS
Content
Assess-
ment
• SCORM
• LTI
• IMS LD
Input-Output
Centric
Resource
Centric
ContextAgnostic
Unified
Experience

16.
@phish108 @datenXinfos
Interwoven Experiences
through Learning Analytics

17.
@phish108 @datenXinfos
Interwoven Experiences
through Learning Analytics
with XAPI
My OEB 2016 XAPI Primer
➜ http://bit.ly/2fOtzVU

18.
@phish108 @datenXinfos
xapi
xapi
xapi
xapi
xapi
LMS Client
AR Goggles
Simulation
Room-ware
Client
Wearable
Embeddable
Resources
LMS
Content XAPI LRS
Assess-
ment
Identity
+ Access
Embeddable
Resources
LMS Client
Mobile App
xapi
xapi
xapi
xapi

19.
@phish108 @datenXinfos
xapi
xapi
xapi
xapi
xapi
LMS Client
AR Goggles
Simulation
Room-ware
Client
Wearable
Embeddable
Resources
LMS
Content
Assess-
ment
Identity
+ Access
Embeddable
Resources
LMS Client
Mobile App
xapi
xapi
xapi
xapi
Analytics
Driven
Orchestration

20.
@phish108 @datenXinfos
Types of Adaptation
Field Tested

21.
@phish108 @datenXinfos
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Chaining

22.
@phish108 @datenXinfos
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Offloading

23.
@phish108 @datenXinfos
Personalisation
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Online
Test

24.
@phish108 @datenXinfos
Collaboration

25.
@phish108 @datenXinfos
To which modalities would
you adapt?

26.
@phish108
@datenXinfos

27.
@zhaw
@DatascienceCH
@IAMLorg
@eateleu
@jtelss

28.
https://www.zhaw.ch/ias