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© Fraunhofer ISST
HANDELKOMPETENT - ENABLING ADAPTIVE
LEARNING PATHWAYS BY SITUATION AWARENESS
LEARNTEC, 31st January 2018, Sebastian Opriel
© Fraunhofer ISST • Page 2
Retail in Germany
IAB Betriebspanel, März 2017; HDE Branchenreport Einzelhandel – Der Handel als Wirtschaftsfaktor, 2015; HDE Branchenreport Einzelhandel – Der Handel als Arbeitgeber, 2013
1 to 4
employees
5 to 9
employees
20 to 99
employees
> 99
employees
Participation in continuing education
29 %
58 %
84 % 86 %HANDELkompetent
Primary target
Average participation in continuing education: 47 %
482.000.000.000 Euro in sales
3.000.000 employees
300.000 companies
1 to 4 employees : 38 % (114.000 companies)
5 to 9 employees : 52 % (156.000 companies)
20 to 99 employees : 9 % (27.000 companies)
> 99 employees: 1 % (3.000 companies)
Third largest commercial sector
© Fraunhofer ISST • Page 3
The BMBF funded project HANDELkompetent
 Funding: 1,2 Mio. € (81 % from BMBF), Funding number: 01FK14018
 Project duration: 01.05.2015 – 30.04.2018
 Partners
 Fraunhofer ISST, Dortmund
 Qualitus GmbH, Cologne
 systemkonzept GmbH, Cologne
 Zentralstelle für Berufsbildung im Handel e. V. (zbb), Berlin
 Implementation partners
 Metzgerei Sack
 IHK Köln
 Berufsgenossenschaft für Nahrungsmittel und Gastgewerbe
 Berufsgenossenschaft für Handel und Warendistribution
© Fraunhofer ISST • Page 4
Main Idea
 Mobile e-learning with situation awareness
 Learning content consists of
e-learning nuggets (~5 min.)
 Mobile devices gather current context:
Noise, time, location, etc.
 Recommend fitting contents on basis of
 Preselected pool of contents
 Current situation and context
 Learners’ competences https://github.com/TJAppsLab/knowledge_base/wiki/
Estimote-Beacons-and-Triangulation (2017-04-05)
© Fraunhofer ISST • Page 5
Systems
Learning modules (SCORM)
ILIAS
Editor
App
Environmental
context
© Fraunhofer ISST • Page 6
Roles
Learner
Management
Competence
godfather
Manager
Learning content
creator
Professional
organization
Co-workers
Learning tandem
partner
Guidance &
schedule
Supervision
Definition
of goals
Definition of goals
Definition
of needs
Collaboration
Notification on
topics & content
Content
Need for
Content
Feedback
Supervision
Discussion
© Fraunhofer ISST • Page 7
Learning Pathway Determination
Pool of learning contents of a company
Chosen further education
topics for employee
Competence level
based learning
Situation aware
content selection
Contents with no
restriction
Management
Competence
godfather
1 2
© Fraunhofer ISST • Page 8
Learning Contents
 HANDELkompetent
developed 30 learning
contents (current status)
 4 nuggets without
restrictions
 6 nuggets based on
competences
 20 nuggets with
context conditions
 from six categories
 General topics
 Lift and carry
 Standing
 Mental strains
 Sales training
 Company specific
contents
© Fraunhofer ISST • Page 9
Competence Level Based Learning
 Competence grading via 360°
survey (40 questions)
 Competences
 4 main categories
 21 sub categories
 4 rating levels
 2 levels of content difficulties
 Assign users to one of them
© Fraunhofer ISST • Page 10
Situation Aware Content Selection
 Define for each learning content
access rules
 Time periods
 Noise
 Device
 Connection
 Tagged Locations
Cellular icon by Bernar Novalyi from Noun Project
© Fraunhofer ISST • Page 11
Digression Beacons
 Architecture
 Microprocessor
 Bluetooth LE-Module
 Battery
 Function
 Different protocols
 Main purpose: Send
Bluetooth advertising
signals, containing a
unique id
Estimote.com
© Fraunhofer ISST • Page 12
Situation Aware Content Selection
 Detect environmental context and current situation by devices‘ sensors
 Filter learning contents against detected sensor values
Cellular icon by Bernar Novalyi from Noun Project
© Fraunhofer ISST • Page 13
System architecture
HK ≙ HANDELkompetent
© Fraunhofer ISST • Page 14
HANDELkompetent Editor – Features
 Serves as data supplier for HANDELkompetent App
 Synchronizes data with ILIAS (unidirectional)
 Users
 Contents
 User’s learn contents status
 Manage situation and context model
 Locations (company, building, room, places tagged with beacons)
 Periods
 Environments (noise, device, connection)
 Contexts (location, period, environment)
 Assign contexts to learn contents
© Fraunhofer ISST • Page 15
HANDELkompetent Editor – Frontend
© Fraunhofer ISST • Page 16
HANDELkompetent Editor – Frontend
© Fraunhofer ISST • Page 17
HANDELkompetent App – Features
 Authentification of users
 Fetch data from HANDELkompetent Editor
 Give an overview of courses and contents
 Receive environmental information through sensors
 Restrict contents depending on environmental context (period, location,
noise)
 Display SCORM-Modules in InAppBrowser
 Display other materials in appropriate app (PDF viewer, etc.)
© Fraunhofer ISST • Page 18
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 19
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 20
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 21
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 22
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 23
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 24
HANDELkompetent App – Frontend
© Fraunhofer ISST • Page 25
THANK YOU
sebastian.opriel@isst.fraunhofer.de
https://xing.com/profile/Sebastian_Opriel
https://linkedin.com/in/sebastianOpriel
https://slideshare.net/SebastianOpriel
https://researchgate.net/profile/Sebastian_Opriel
Sebastian Opriel, M.Sc.
Fraunhofer Institute for Software
and Systems Engineering ISST
Digitization in Logistics
Researcher Fraunhofer Institute for Software
and Systems Engineering ISST
Emil-Figge-Str. 91, 44227 Dortmund, Germany
Phone: +49 (0) 2 31 / 9 76 77-0
Web: www.isst.fraunhofer.de

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LEARNTEC 2018 - HANDELkompetent - Enabling Adaptive Learning Pathways by Situation Awareness

  • 1. © Fraunhofer ISST HANDELKOMPETENT - ENABLING ADAPTIVE LEARNING PATHWAYS BY SITUATION AWARENESS LEARNTEC, 31st January 2018, Sebastian Opriel
  • 2. © Fraunhofer ISST • Page 2 Retail in Germany IAB Betriebspanel, März 2017; HDE Branchenreport Einzelhandel – Der Handel als Wirtschaftsfaktor, 2015; HDE Branchenreport Einzelhandel – Der Handel als Arbeitgeber, 2013 1 to 4 employees 5 to 9 employees 20 to 99 employees > 99 employees Participation in continuing education 29 % 58 % 84 % 86 %HANDELkompetent Primary target Average participation in continuing education: 47 % 482.000.000.000 Euro in sales 3.000.000 employees 300.000 companies 1 to 4 employees : 38 % (114.000 companies) 5 to 9 employees : 52 % (156.000 companies) 20 to 99 employees : 9 % (27.000 companies) > 99 employees: 1 % (3.000 companies) Third largest commercial sector
  • 3. © Fraunhofer ISST • Page 3 The BMBF funded project HANDELkompetent  Funding: 1,2 Mio. € (81 % from BMBF), Funding number: 01FK14018  Project duration: 01.05.2015 – 30.04.2018  Partners  Fraunhofer ISST, Dortmund  Qualitus GmbH, Cologne  systemkonzept GmbH, Cologne  Zentralstelle für Berufsbildung im Handel e. V. (zbb), Berlin  Implementation partners  Metzgerei Sack  IHK Köln  Berufsgenossenschaft für Nahrungsmittel und Gastgewerbe  Berufsgenossenschaft für Handel und Warendistribution
  • 4. © Fraunhofer ISST • Page 4 Main Idea  Mobile e-learning with situation awareness  Learning content consists of e-learning nuggets (~5 min.)  Mobile devices gather current context: Noise, time, location, etc.  Recommend fitting contents on basis of  Preselected pool of contents  Current situation and context  Learners’ competences https://github.com/TJAppsLab/knowledge_base/wiki/ Estimote-Beacons-and-Triangulation (2017-04-05)
  • 5. © Fraunhofer ISST • Page 5 Systems Learning modules (SCORM) ILIAS Editor App Environmental context
  • 6. © Fraunhofer ISST • Page 6 Roles Learner Management Competence godfather Manager Learning content creator Professional organization Co-workers Learning tandem partner Guidance & schedule Supervision Definition of goals Definition of goals Definition of needs Collaboration Notification on topics & content Content Need for Content Feedback Supervision Discussion
  • 7. © Fraunhofer ISST • Page 7 Learning Pathway Determination Pool of learning contents of a company Chosen further education topics for employee Competence level based learning Situation aware content selection Contents with no restriction Management Competence godfather 1 2
  • 8. © Fraunhofer ISST • Page 8 Learning Contents  HANDELkompetent developed 30 learning contents (current status)  4 nuggets without restrictions  6 nuggets based on competences  20 nuggets with context conditions  from six categories  General topics  Lift and carry  Standing  Mental strains  Sales training  Company specific contents
  • 9. © Fraunhofer ISST • Page 9 Competence Level Based Learning  Competence grading via 360° survey (40 questions)  Competences  4 main categories  21 sub categories  4 rating levels  2 levels of content difficulties  Assign users to one of them
  • 10. © Fraunhofer ISST • Page 10 Situation Aware Content Selection  Define for each learning content access rules  Time periods  Noise  Device  Connection  Tagged Locations Cellular icon by Bernar Novalyi from Noun Project
  • 11. © Fraunhofer ISST • Page 11 Digression Beacons  Architecture  Microprocessor  Bluetooth LE-Module  Battery  Function  Different protocols  Main purpose: Send Bluetooth advertising signals, containing a unique id Estimote.com
  • 12. © Fraunhofer ISST • Page 12 Situation Aware Content Selection  Detect environmental context and current situation by devices‘ sensors  Filter learning contents against detected sensor values Cellular icon by Bernar Novalyi from Noun Project
  • 13. © Fraunhofer ISST • Page 13 System architecture HK ≙ HANDELkompetent
  • 14. © Fraunhofer ISST • Page 14 HANDELkompetent Editor – Features  Serves as data supplier for HANDELkompetent App  Synchronizes data with ILIAS (unidirectional)  Users  Contents  User’s learn contents status  Manage situation and context model  Locations (company, building, room, places tagged with beacons)  Periods  Environments (noise, device, connection)  Contexts (location, period, environment)  Assign contexts to learn contents
  • 15. © Fraunhofer ISST • Page 15 HANDELkompetent Editor – Frontend
  • 16. © Fraunhofer ISST • Page 16 HANDELkompetent Editor – Frontend
  • 17. © Fraunhofer ISST • Page 17 HANDELkompetent App – Features  Authentification of users  Fetch data from HANDELkompetent Editor  Give an overview of courses and contents  Receive environmental information through sensors  Restrict contents depending on environmental context (period, location, noise)  Display SCORM-Modules in InAppBrowser  Display other materials in appropriate app (PDF viewer, etc.)
  • 18. © Fraunhofer ISST • Page 18 HANDELkompetent App – Frontend
  • 19. © Fraunhofer ISST • Page 19 HANDELkompetent App – Frontend
  • 20. © Fraunhofer ISST • Page 20 HANDELkompetent App – Frontend
  • 21. © Fraunhofer ISST • Page 21 HANDELkompetent App – Frontend
  • 22. © Fraunhofer ISST • Page 22 HANDELkompetent App – Frontend
  • 23. © Fraunhofer ISST • Page 23 HANDELkompetent App – Frontend
  • 24. © Fraunhofer ISST • Page 24 HANDELkompetent App – Frontend
  • 25. © Fraunhofer ISST • Page 25 THANK YOU sebastian.opriel@isst.fraunhofer.de https://xing.com/profile/Sebastian_Opriel https://linkedin.com/in/sebastianOpriel https://slideshare.net/SebastianOpriel https://researchgate.net/profile/Sebastian_Opriel Sebastian Opriel, M.Sc. Fraunhofer Institute for Software and Systems Engineering ISST Digitization in Logistics Researcher Fraunhofer Institute for Software and Systems Engineering ISST Emil-Figge-Str. 91, 44227 Dortmund, Germany Phone: +49 (0) 2 31 / 9 76 77-0 Web: www.isst.fraunhofer.de

Editor's Notes

  1. Billion 44 million almost every 11th 90%
  2. Federal Ministry of Education and Research Butchers shop
  3. Lernkompetenz, Medienkompetence, Gesundheitskompetenz, Beratungskompetenz
  4. REST-Plugin: Uni-Marburg, Hufschmidt