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StartUP
A smart OER gateway in Entrepreneurship
PROJECT Intelligent training needs assessment and
OER to foster Entrepreneurship
PROGRAMME EU Lifelong Learning Programme, KA3 ICT
DURATION 1 Jan 2013 – 30 Aug 2015
AIM Develope a self-directive learning and
assessment programme to develop an
entrepreneurial mindset and skills
StartUp project
StartUp objectives
• Set up an innovative method for evaluating
individual users learning needs in the
entrepreneurial sector
• Provide effective OER corresponding to the
actual individual learning needs
• Set up a peer-review and sharing community to
ensure the quality of the individual learning
path
Partners
Target group(s)
• Will benefit the OER teacher-training course and
produce contents:
▫ EDUCATORS:
 School Teachers
 University Teachers
 VET trainees
• Will benefit the Expert System & Open Training:
▫ LEANERS:
 School Students
 University Students
 VET trainers
 Adult learners and professionals, Informal and non-formal learners
Target group(s)
Long term Beneficiaries
▫ Public and private E&T institutions;
▫ Firms, companies and other employing
institutions and organizations (benefit of their
employees’ decision to increase their
competences)
Competence Matrix
Entrepreneurial Competences Catalogue
Area Competence
Business skills Business Planning
Financing and financial planning
Legal aspects and framework
(including contracting skills)
Sales & Marketing
Technology
Networking skills
Management
skills
Leadership and initiative
Project management
Action planning and goal setting
Time management
Outcome orientation
Risk management
Conflict Management
Cooperation and team-working
Technology
Communication Listening
Non-verbal communication
Public speaking & presentation skills
Interpersonal skills
Empathy
Technology
Selfdevelopment
skills
Emotional Intelligence
(including empathy)
Motivation
(including Recognising achievement/ objectives attained)
Assertiveness
Understanding own values
Conviction/self-belief
Creativity skills
Main Components
EXPERT
SYSTEM
AUTHORING
SYSTEM
RATING
SYSTEM
- USER PROFILING
- SELF-ASSESSMENT
- TAILORED TRAINING
PATH BASED ON OERs
- REVISE
- REUSE
- REMIX
- REDISTRIBUTE
- COMMUNITY OF
USERS
- QUALITY and
RELEVANCE CONTROL
THE VIRTUAL EXPERT IN STARTUP
The second set of questions is intended to self assess the level of
competences, split in 4 clusters :
• Business skills (6 competences)  18 questions
• Management skills (8 competences)  24 questions
• Communication skills (6 competences)
• Self-development (6 competences)  18 questions
The system defines the supposed user level for each competence according to
his / her answers. 3 possible levels:
• Beginner
• Intermediate
• Advanced
The variables that actually consider the VE to select the list of
OERs that are closest to the user's needs are:
• The level of each competence for a given cluster
• The target group
The first time the user accesses the VE, he / she must necessarily
answer the questions to get a list of OERs according to its
training needs.
Later the user may directly go to the training set or redo the
profiling by the VE (e.g. by adding some more clusters)
THE VIRTUAL EXPERT IN STARTUP
TRAINING SETS
• Sets of OERs corresponding to a particular user
profile
• The training set is shown to the user at the end of
the profiling phase carried out by the virtual expert.
• The OERs will cover the competencies belonging to
the clusters chosen by user in the virtual expert.
• Each competency is covered at the level set by the
self assessment during the virtual expert
questioning.
AUTHORING SYSTEM
Users can take an active part in the course development.
User will be able to:
• Develop an OER from scratch;
• Adapt / remix an existing OER both in term of contents
and format;
• Translate and localize an existing OER;
• Link to an OER, stored in an OER repository, as it is.
• Recommender system of OER
List of metadata which will describe univocally each OER:
• Title *
• Alternative Title
• Abstract *
• Language * (only one choice)
• Tags
• Author First Name
• Author Last Name
• Author Organization
• Date Created
• OER provider
• License * (only one choice)
• Encoding format * (only one choice)
• Duration
• Target group * (at least one choice)
• Competence area * (or cluster – only one choice)
• Level * (for each competence (if more than one) given a cluster – only one choice)
AUTHORING SYSTEM: METADATA
RATING SYSTEM
• To continually improve the system  OERs will be
rated by the community of users in terms of quality
and relevance.
• Next to each link of an OER, there will be an icon that
will allow the user to assess what he / she has just
been benefited.
• The rating system is a compromise between the
user’s easiness and quickness in providing the
assessment and the set of minimum information
required by the system to self-improve.
Communication - 5 skills
• http://dbpedia.org/resource/Category:Communication
Management - 8 skills
• http://dbpedia.org/resource/Category:Management
Self-development - 6 skills
• http://dbpedia.org/resource/Category:Personal_development
Business - 6 skills
• http://dbpedia.org/resource/Category:Business
Automatic extraction of OER and some
metadata
http://j4loxa.com/sna/ser/recommender/
Graph: Clusters and competences
Main Interface
http://j4loxa.com/sna/ser/recommender/
Browsing through StartUP graph
Selecting a specific node
Click to access OER provided by
Serendipity Web Services
Click to link semantic resources from
LOD-Cloud (Dbpedia.org)
Click to access OER/Users/Hashtags
provided by Social Network Analysis -
Web Services
Click to query concepts extracted from
Dbpedia.org
OERs from Serendipity
Linked Data
e.g. Concept Management is sames As:
Goal: enrich queries
Click to access OER extracted
from twitter using SNA metrics
OERs from Collective Intelligence
Click on user account to access
twitter profile
Relevant users mined from twitter
Click on hashtag to query
relationships tweets
Twitter hashtags for
entrepreneurs
•Sept 2014
Mini Course for autors
•Nov-Dic 2014 (we aim for 140 users)
Restricted Community Test
•Jan 2015 (we aim for +500 users)
Open Community Test
•ongoing
Learning path integration
Get Involved!
Contacts
www.StartUPproject.eu
info@StartUPproject.eu
Edmundo Tovar, UPM, Spain edmundo.tovar@upm.es
Cristina Stefanelli, SOPHIA R&I, Italy c.stefanelli@sophiari.eu
This work is licensed under a Creative Commons Attribution 4.0 International License
This project has been funded with support from the European Commission. This communication reflects the views only of the
author, and the Commission cannot be held responsible for any use which may be made of the information contained therein

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StartUP – Intelligent training needs assessment and Open Educational Resources to foster Entrepreneurship

  • 1. StartUP A smart OER gateway in Entrepreneurship
  • 2. PROJECT Intelligent training needs assessment and OER to foster Entrepreneurship PROGRAMME EU Lifelong Learning Programme, KA3 ICT DURATION 1 Jan 2013 – 30 Aug 2015 AIM Develope a self-directive learning and assessment programme to develop an entrepreneurial mindset and skills StartUp project
  • 3. StartUp objectives • Set up an innovative method for evaluating individual users learning needs in the entrepreneurial sector • Provide effective OER corresponding to the actual individual learning needs • Set up a peer-review and sharing community to ensure the quality of the individual learning path
  • 5. Target group(s) • Will benefit the OER teacher-training course and produce contents: ▫ EDUCATORS:  School Teachers  University Teachers  VET trainees • Will benefit the Expert System & Open Training: ▫ LEANERS:  School Students  University Students  VET trainers  Adult learners and professionals, Informal and non-formal learners
  • 6. Target group(s) Long term Beneficiaries ▫ Public and private E&T institutions; ▫ Firms, companies and other employing institutions and organizations (benefit of their employees’ decision to increase their competences)
  • 8. Entrepreneurial Competences Catalogue Area Competence Business skills Business Planning Financing and financial planning Legal aspects and framework (including contracting skills) Sales & Marketing Technology Networking skills Management skills Leadership and initiative Project management Action planning and goal setting Time management Outcome orientation Risk management Conflict Management Cooperation and team-working Technology Communication Listening Non-verbal communication Public speaking & presentation skills Interpersonal skills Empathy Technology Selfdevelopment skills Emotional Intelligence (including empathy) Motivation (including Recognising achievement/ objectives attained) Assertiveness Understanding own values Conviction/self-belief Creativity skills
  • 9. Main Components EXPERT SYSTEM AUTHORING SYSTEM RATING SYSTEM - USER PROFILING - SELF-ASSESSMENT - TAILORED TRAINING PATH BASED ON OERs - REVISE - REUSE - REMIX - REDISTRIBUTE - COMMUNITY OF USERS - QUALITY and RELEVANCE CONTROL
  • 10. THE VIRTUAL EXPERT IN STARTUP The second set of questions is intended to self assess the level of competences, split in 4 clusters : • Business skills (6 competences)  18 questions • Management skills (8 competences)  24 questions • Communication skills (6 competences) • Self-development (6 competences)  18 questions The system defines the supposed user level for each competence according to his / her answers. 3 possible levels: • Beginner • Intermediate • Advanced
  • 11. The variables that actually consider the VE to select the list of OERs that are closest to the user's needs are: • The level of each competence for a given cluster • The target group The first time the user accesses the VE, he / she must necessarily answer the questions to get a list of OERs according to its training needs. Later the user may directly go to the training set or redo the profiling by the VE (e.g. by adding some more clusters) THE VIRTUAL EXPERT IN STARTUP
  • 12. TRAINING SETS • Sets of OERs corresponding to a particular user profile • The training set is shown to the user at the end of the profiling phase carried out by the virtual expert. • The OERs will cover the competencies belonging to the clusters chosen by user in the virtual expert. • Each competency is covered at the level set by the self assessment during the virtual expert questioning.
  • 13. AUTHORING SYSTEM Users can take an active part in the course development. User will be able to: • Develop an OER from scratch; • Adapt / remix an existing OER both in term of contents and format; • Translate and localize an existing OER; • Link to an OER, stored in an OER repository, as it is. • Recommender system of OER
  • 14. List of metadata which will describe univocally each OER: • Title * • Alternative Title • Abstract * • Language * (only one choice) • Tags • Author First Name • Author Last Name • Author Organization • Date Created • OER provider • License * (only one choice) • Encoding format * (only one choice) • Duration • Target group * (at least one choice) • Competence area * (or cluster – only one choice) • Level * (for each competence (if more than one) given a cluster – only one choice) AUTHORING SYSTEM: METADATA
  • 15. RATING SYSTEM • To continually improve the system  OERs will be rated by the community of users in terms of quality and relevance. • Next to each link of an OER, there will be an icon that will allow the user to assess what he / she has just been benefited. • The rating system is a compromise between the user’s easiness and quickness in providing the assessment and the set of minimum information required by the system to self-improve.
  • 16. Communication - 5 skills • http://dbpedia.org/resource/Category:Communication Management - 8 skills • http://dbpedia.org/resource/Category:Management Self-development - 6 skills • http://dbpedia.org/resource/Category:Personal_development Business - 6 skills • http://dbpedia.org/resource/Category:Business Automatic extraction of OER and some metadata http://j4loxa.com/sna/ser/recommender/
  • 17. Graph: Clusters and competences
  • 19. Browsing through StartUP graph Selecting a specific node
  • 20. Click to access OER provided by Serendipity Web Services Click to link semantic resources from LOD-Cloud (Dbpedia.org) Click to access OER/Users/Hashtags provided by Social Network Analysis - Web Services Click to query concepts extracted from Dbpedia.org
  • 23. e.g. Concept Management is sames As: Goal: enrich queries
  • 24. Click to access OER extracted from twitter using SNA metrics OERs from Collective Intelligence
  • 25. Click on user account to access twitter profile Relevant users mined from twitter
  • 26. Click on hashtag to query relationships tweets Twitter hashtags for entrepreneurs
  • 27. •Sept 2014 Mini Course for autors •Nov-Dic 2014 (we aim for 140 users) Restricted Community Test •Jan 2015 (we aim for +500 users) Open Community Test •ongoing Learning path integration Get Involved!
  • 28. Contacts www.StartUPproject.eu info@StartUPproject.eu Edmundo Tovar, UPM, Spain edmundo.tovar@upm.es Cristina Stefanelli, SOPHIA R&I, Italy c.stefanelli@sophiari.eu This work is licensed under a Creative Commons Attribution 4.0 International License This project has been funded with support from the European Commission. This communication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein