4th Research Forum on Small and Medium Sized Enterprises, Chur, Switzerland, February 9-10, 2015
Ralf Klamma & Tobias Ley
RWTH Aachen University, Germany & Tallinn University, Estonia
klamma@dbis.rwth-aachen.de & tley@tlu.ee
User Guide: Pulsar™ Weather Station (Columbia Weather Systems)
Scaling Digital Learning for SME Clusters
1. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Learning Layers
Scaling up Technologies for Informal Learning in SME Clusters
Scaling up digital learning support for
smart workforce development in
clusters of innovation driven SMEs in
the North-German construction industry
4th
Research
Forum
on
Small
and
Medium
Sized
Enterprises,
Chur,
Switzerland,
February
9-‐10,
2015
1
Ralf
Klamma
&
Tobias
Ley
RWTH
Aachen
University,
Germany
&
Tallinn
University,
Estonia
klamma@dbis.rwth-‐aachen.de
&
tley@tlu.ee
2. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Agenda
Informal
Learning
Scaling
Meaning
Scaling
Technology
Conclusions
&
Outlook
3. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Transformation of Construction
Industry
• From
a
brick-‐and-‐mortar
business
into
a
knowledge
industry
– New
tools
&
regulaYons
in
construcYon
• Heavy
physical
work
is
becoming
obsolete
• Wages
and
regulaYons
are
pressing
hard
on
compeYYon
• Increasing
lifelong
learning
and
training
needs
– New
(digital)
technologies
• Mobile
smart
phones
&
co.
• Home
AutomaYon
• Smart
Grid
• Sustainable
construcYon
4. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Examples: NNZB & BauABC
4
h"p://youtu.be/I8GWRJ5nk9U
5. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
The Dilemma of Informal
Learning at the Workplace
• Technologies
for
Workplace
Learning
follow
tradiYonal
training
models
– Based
on
direct
instrucYon,
courses
and
transfer
of
face-‐to-‐face
interacYon
to
onscreen
interacYon
[Kraiger
2008]
– Scales
through
reliance
on
standardized
materials
• However,
most
learning
(esp.
in
SMEs)
is
informal
– Connected
to
work
pracYces,
mulY-‐
episodic,
just-‐in
Yme
[Hart
2011,
Kooken
2009]
– Passing
on
of
skills
between
experienced
workers
[A"well
&
Baumgartl
2011]
– Does
not
scale
well
beyond
immediate
context
highly
effecYve
individualized
contextualized
moYvaYng
does
not
scale
not
persistent
few
benefit
expensive
5
6. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
EU FP7 Learning Layers Project -
Scaling Informal Learning
6
7. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Straw
Building
How
To
X3-‐PVQ
X3-‐PJC
X3-‐POZ
PLC
Equipment
Informal Learning Scenario
Explaining
the
use
of
a
new
construcYon
technique
and
materials
on
site
Making
video
material
available
on
site
through
QR
tags
Use
of
video
recording
and
annotaYon
Further
quesYons
on
the
use
of
the
technique
connected
to
site
Material,
quesYons
and
best
pracYces
collected
and
discussed
CollecYon
transformed
into
instrucYonal
material
to
enhance
tradiYonal
training
7
8. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Scaling Meaning by Peer
Production
• How
can
we
scale
up
video
tagging
to
support
informal
learning
at
the
workplace?
• ObjecYves
– Mobile
creaYon
of
videos
with
learning
materials
(physical-‐
digital
world)
– Tag
the
non-‐obvious
for
informal
learning
in
communiYes
(social
media
layer)
– Scaffold
meaningful
learning
by
exploiYng
semanYc
tagging
informaYon
(social
semanYc
layer)
h"p://learning-‐layers.eu/
9. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Expert Finding – Computation of
Actual Knowledge
• Data
vector
consists
of
– Personal
data
vector
• Competences,
skills,
qualificaYon
profile
• Self-‐entered
data
– Learning
data
vector
• Visits
of
learning
materials
• Involvement
in
projects
– Expert
data
vector
• Advice
given
• Advice
received
– Value
=
#Keywords
–
Date
Decay
–
Feedback
Find
the
most
appropriate
expert
Data
vector
represents
knowledge
of
the
expert
10. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Knowledge-Dependent
Learning Behaviour in Communities
• Expert
finding
algorithm:
Knowledge
value
of
community
sorted
by
keywords
• Community
behavior:
Experts
spent
more
Yme
on
the
services
• Experts
prefers
semanYc
tags
while
amateurs
uses
“simple”
tags
frequently
• Community
tags:
Experts
use
more
precise
tags
Renzel,
Cao,
Lo"ko,
Klamma:
CollaboraMve
Video
AnnotaMon
for
MulMmedia
Sharing
between
Experts
and
Amateurs,
WISMA
2010,
Barcelona,
Spain,
May
19-‐20,
2010
11. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Space (shared by multiple users)
AchSo & SeViAnno 2.0
Web application (composed of widgets)
Widget (collaborative
web component)
h"p://role-‐sandbox.eu/sevianno2.pi
12. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Layers Box – Flexible Deployment
12
A
B
C
D
E
LAPPS
Layers
App
Store
13. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Architecture and Layers Box
14. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Layers Box – Possible Scenarios
• Small-‐scale
Layers
Box
– Installer
soqware
(e.g.,
step-‐by-‐step
or
disk
images)
– Cheap
commodity
hardware
(e.g.,
PC)
• Medium-‐scale
Layers
Box
– More
sophisYcated
server
hardware
(e.g.,
racks,
blade
servers)
– Significant
internal/external
traffic
– InstallaYon
services
and
consultancy
as
spin-‐off
opportuniYes
• Hosted
Layers
Box
– Scaling
hardware
and
soqware
provided
– Hosted
externally
in
a
trusted
cloud
environment
14
15. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Layers App Store (LAPPS)
• App
Store
as
one-‐stop
shop
for
complete
Layers
tool
ecosystem
• RESTful
API
exposed
through
Layers
Adapter
• OpenID
Connect
Single
Sign-‐On
• Apps
data
stored
in
Social
SemanMc
Services
• Responsive
Web
Design
• ImplementaYon
ready
15
16. h"p://Learning-‐Layers.eu
–
Scaling
up
Technologies
for
Informal
Learning
in
SME
Clusters
–
layers@learning-‐layers.eu
Conclusions & Outlook
• Success
of
soluYons
for
learning
at
the
smart
workplaces
depends
on
– Scaling
of
meaning
• Peer
producYon
of
videos
• Scaffolding
learning
by
collaboraYve
annotaYon
as
sense-‐making
– Scaling
of
technology
• From
cloud-‐based
hosYng
towards
Layers
boxes
• App
stores
&
digital
tool
ecosytems
• Commercial
exploitaYon
friendly
open
source
approach
• Workshops
and
Webinars
available
for
our
soluYons.
Please
contact
us!
16