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Best Practices
for Linked Data Education
Tutorial at WWW 2013
Dr. Alexander Mikroyannidis
Knowledge Media Institute
The Open University, UK
13.05.2013 1
The Open University
The Open University (OU) is the largest academic
institution in the UK with:
• more than 250,000 students
• close to 7,000 tutors
• more than 1,200 full-time academic staff
• more than 3,500 support and administrative staff
Most OU courses are available throughout Europe
and some are available worldwide.
Since its launch in 1969 more than 1.6 million
people worldwide have achieved their learning
goals by studying with the OU.
13.05.2013 2
Agenda
• The EUCLID project
• Best practices for curriculum design &
delivery
• The EUCLID curriculum
& module production
process
• The EUCLID learning
materials
13.05.2013 3
Motivation
• There is a growing demand for Data
Scientists possessing skills and detailed
knowledge in Linked Data.
• Open Educational Resources (OERs) and
MOOCs are changing the landscape of
education online.
• The EUCLID project brings together these
two developments by delivering a curriculum
and learning materials with a focus on Linked
Data.
13.05.2013 4
The EUCLID project
• A European project facilitating professional
training for data practitioners, who aim to use
Linked Data in their daily work.
• EUCLID delivers a curriculum implemented
as a combination of living learning materials
and activities (eBook series, webinars,
face‐to‐face training).
• The EUCLID curriculum is validated by the
user community through continuous
feedback.
13.05.2013 5
EUCLID target groups
• Practitioners interested in using cutting‐edge
technologies to analyze and make sense of large
amounts of Structured Data.
• Technology enthusiasts aiming to broaden their
knowledge on one of most exciting and rapidly
evolving topic related to Big Data and open‐access
policies.
• Researchers in the Semantic Web community who
want to gain basic, down‐to‐earth knowledge about
proven‐and‐tested technologies for using Linked Data.
• Researchers in other disciplines interested to use
Linked Data technologies to optimize specific Data
Management aspects related to the scientific data they
operate on.
13.05.2013 6
EUCLID partners
Core partners:
Associate partners:
13.05.2013 7
Best practices for
curriculum design
• Industrial relevance
• Team curriculum design
• External collaboration
• Explicit learning goals
• Show realistic solutions
• Use real data
• Use real tools
• Show scalable solutions
• Eating our own dog food
13.05.2013 8
Industrial relevance
• The EUCLID curriculum takes into account
the needs of industry related to Open Data
and Linked Data.
• Future work aims to automatically mine
and analyse relevant job adverts to gain
desired competencies for the sector.
13.05.2013 9
Team curriculum design &
external collaboration
• The EUCLID team is composed of a number
of roles to fully capture industrial, academic
and pedagogical requirements:
– Industry (Ontotext, FluidOps) who have extensive
experience with professional training, industrial
requirements and scalable tools
– Academia (KIT, STI International) who have
research expertise in Linked Data and
pedagogical experts (The Open University).
• External collaboration for gaining world-class
curriculum expertise and for facilitating
course delivery and dissemination.
13.05.2013 10
Explicit learning goals
• All content (slides, webinars, eBooks) are
developed based on a set of explicit
learning goals.
• Learners are guided through the learning
goals by learning pathways – a sequence
of learning resources to achieve a learning
goal.
13.05.2013 11
Realistic solutions, real
data & real tools
• Rather than toy examples we utilize
systems which are deployed and used for
real.
• We use a number of large datasets
including for example, the MusicBrainz
dataset which contains 100Ms of triples.
• Our collection of tools are used for real
including for example: Seevl, Sesame,
Open Refine and GateCloud.
13.05.2013 12
Scalable solutions
• Based upon industrial-strength
repositories and automatic translations.
• For example using the W3C standard
R2RML for generating RDF from large
data contained in standard databases.
13.05.2013 13
Eating our own dog food
• We monitor communication and engagement
with the Linked Data community through
– W3C email lists
– Social networking channels (LinkedIn & Twitter)
– Content dissemination channels (Vimeo &
SlideShare
• We transform the monitoring results into RDF
and make these available at a SPARQL
endpoint. In this respect we use Linked Data
to support Learning Analytics.
13.05.2013 14
Best practices for
curriculum delivery
• Open to format
Our learning materials are available in a variety of
formats including: HTML and as an eBook, as an
Apple iBook and on Amazon Kindles.
• Addressibility
Every concept in our curriculum is URI-identified so
that HTML and RDF(a) machine-readable content is
available.
• Integration
The main textual content, relevant webinar clips,
screen casts and interactive components are placed
into one coherent space.
13.05.2013 15
Best practices for
curriculum delivery
• High quality
We have a formalised process where all
materials go through several iterations to ensure
quality, e.g. for each module we run both a
practice and a full webinars facilitating critique
and commentary.
• Self-testing and reflection
In every module, we include inline quizzes
formulated against learning goals enabling
students to self-monitor their progress.
13.05.2013 16
The EUCLID curriculum
A series of modules, each targeting a
different crucial task related to Linked Data:
13.05.2013 17
The EUCLID curriculum
• It has been designed to gradually build up
trainee’s knowledge.
• It enables trainees with previous
knowledge on a specific area of interest to
only briefly go over the introductory
materials and directly dig into one of the
more advanced modules.
13.05.2013 18
The EUCLID module
production process
13.05.2013 19
Ini al Version of
eBook Chapter
(OU)
Slides – First Version
(KIT)
Slides – Final Version
(KIT + ONTO)
Final eBook Chapter
and online course
(OU)
Webinar –
Final Recording
(ONTO+OU)
Webinar –
First Recording
(ONTO+OU)
Collec on of Raw
Chapter Materials
(KIT)
Pre-final Version of
eBook Chapter
(OU)
The EUCLID learning
materials
• Presentation slides
• Webinars
• Screencasts
• Exercises & quizzes
• eBook chapters
• Online courses
13.05.2013 20
Presentation slides
• These are the first training materials
produced for each module. They provide
an overview of the main concepts covered
in each module.
• They also contain an extensive set of
examples, so that the concepts of the
module are explained to practitioners more
effectively.
13.05.2013 21
Webinars
• The webinars are conducted based on the
slides for each module.
• They are broadcasted live; the audience
can ask questions via Twitter.
• A recording is made available through the
EUCLID channel in Vimeo.
13.05.2013 22
Webinars geo-coverage
13.05.2013 23
Screencasts
• They demonstrate the use of tools and
platforms related to the EUCLID modules,
e.g.:
– Sig.ma
– Data.gov.uk
– BBC Music
– Seevl
– MusicBrainz
– Sesame
– OpenRefine
13.05.2013 24
Movie 1.6 Screencast of the Seevl site
Movie 1.8 Screencast of the BBC Music site
Exercises
13.05.2013 25
Quizzes
13.05.2013 26
eBook chapters
• The EUCLID eBook encompasses the content for
each module in a structured and interactive way.
• It serves as the basis for self-learning, as well as
for revisiting certain topics after a training is
completed, e.g. as part of a EUCLID training
event.
• The eBook chapters are made available for a
variety of platforms and formats:
– Web browsers (HTML format)
– Apple iPad (iBook format)
– eReaders (ePUB format)
– Amazon Kindle devices (AZW3 format)
13.05.2013 27
eBook chapter as HTML
13.05.2013 28
eBook chapter as iBook
13.05.2013 29
eBook chapter as ePUB
13.05.2013 30
Online courses
• The EUCLID online courses provide an
integrated overview, structured as a learning
pathway, of all the learning materials
produced in the project.
• Learners can study them at their own pace,
as there is no predetermined start or end
date.
• They are available for:
– Web browsers (HTML)
– iPad, iPhone and iPod touch (iTunes U)
13.05.2013 31
Online course as HTML
13.05.2013 32
Online course in iTunes
U
13.05.2013 33
Online course in
SocialLearn
13.05.2013 34
Download our learning materials:
35
http://www.euclid-project.eu
Upcoming webinars:
• May 15th: R2RML
• June 10th: Interaction with Linked Data
eBook chapters Online courses
13.05.2013
http://www.euclid-project.eu/events/webinars

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Best Practices for Linked Data Education

  • 1. Best Practices for Linked Data Education Tutorial at WWW 2013 Dr. Alexander Mikroyannidis Knowledge Media Institute The Open University, UK 13.05.2013 1
  • 2. The Open University The Open University (OU) is the largest academic institution in the UK with: • more than 250,000 students • close to 7,000 tutors • more than 1,200 full-time academic staff • more than 3,500 support and administrative staff Most OU courses are available throughout Europe and some are available worldwide. Since its launch in 1969 more than 1.6 million people worldwide have achieved their learning goals by studying with the OU. 13.05.2013 2
  • 3. Agenda • The EUCLID project • Best practices for curriculum design & delivery • The EUCLID curriculum & module production process • The EUCLID learning materials 13.05.2013 3
  • 4. Motivation • There is a growing demand for Data Scientists possessing skills and detailed knowledge in Linked Data. • Open Educational Resources (OERs) and MOOCs are changing the landscape of education online. • The EUCLID project brings together these two developments by delivering a curriculum and learning materials with a focus on Linked Data. 13.05.2013 4
  • 5. The EUCLID project • A European project facilitating professional training for data practitioners, who aim to use Linked Data in their daily work. • EUCLID delivers a curriculum implemented as a combination of living learning materials and activities (eBook series, webinars, face‐to‐face training). • The EUCLID curriculum is validated by the user community through continuous feedback. 13.05.2013 5
  • 6. EUCLID target groups • Practitioners interested in using cutting‐edge technologies to analyze and make sense of large amounts of Structured Data. • Technology enthusiasts aiming to broaden their knowledge on one of most exciting and rapidly evolving topic related to Big Data and open‐access policies. • Researchers in the Semantic Web community who want to gain basic, down‐to‐earth knowledge about proven‐and‐tested technologies for using Linked Data. • Researchers in other disciplines interested to use Linked Data technologies to optimize specific Data Management aspects related to the scientific data they operate on. 13.05.2013 6
  • 8. Best practices for curriculum design • Industrial relevance • Team curriculum design • External collaboration • Explicit learning goals • Show realistic solutions • Use real data • Use real tools • Show scalable solutions • Eating our own dog food 13.05.2013 8
  • 9. Industrial relevance • The EUCLID curriculum takes into account the needs of industry related to Open Data and Linked Data. • Future work aims to automatically mine and analyse relevant job adverts to gain desired competencies for the sector. 13.05.2013 9
  • 10. Team curriculum design & external collaboration • The EUCLID team is composed of a number of roles to fully capture industrial, academic and pedagogical requirements: – Industry (Ontotext, FluidOps) who have extensive experience with professional training, industrial requirements and scalable tools – Academia (KIT, STI International) who have research expertise in Linked Data and pedagogical experts (The Open University). • External collaboration for gaining world-class curriculum expertise and for facilitating course delivery and dissemination. 13.05.2013 10
  • 11. Explicit learning goals • All content (slides, webinars, eBooks) are developed based on a set of explicit learning goals. • Learners are guided through the learning goals by learning pathways – a sequence of learning resources to achieve a learning goal. 13.05.2013 11
  • 12. Realistic solutions, real data & real tools • Rather than toy examples we utilize systems which are deployed and used for real. • We use a number of large datasets including for example, the MusicBrainz dataset which contains 100Ms of triples. • Our collection of tools are used for real including for example: Seevl, Sesame, Open Refine and GateCloud. 13.05.2013 12
  • 13. Scalable solutions • Based upon industrial-strength repositories and automatic translations. • For example using the W3C standard R2RML for generating RDF from large data contained in standard databases. 13.05.2013 13
  • 14. Eating our own dog food • We monitor communication and engagement with the Linked Data community through – W3C email lists – Social networking channels (LinkedIn & Twitter) – Content dissemination channels (Vimeo & SlideShare • We transform the monitoring results into RDF and make these available at a SPARQL endpoint. In this respect we use Linked Data to support Learning Analytics. 13.05.2013 14
  • 15. Best practices for curriculum delivery • Open to format Our learning materials are available in a variety of formats including: HTML and as an eBook, as an Apple iBook and on Amazon Kindles. • Addressibility Every concept in our curriculum is URI-identified so that HTML and RDF(a) machine-readable content is available. • Integration The main textual content, relevant webinar clips, screen casts and interactive components are placed into one coherent space. 13.05.2013 15
  • 16. Best practices for curriculum delivery • High quality We have a formalised process where all materials go through several iterations to ensure quality, e.g. for each module we run both a practice and a full webinars facilitating critique and commentary. • Self-testing and reflection In every module, we include inline quizzes formulated against learning goals enabling students to self-monitor their progress. 13.05.2013 16
  • 17. The EUCLID curriculum A series of modules, each targeting a different crucial task related to Linked Data: 13.05.2013 17
  • 18. The EUCLID curriculum • It has been designed to gradually build up trainee’s knowledge. • It enables trainees with previous knowledge on a specific area of interest to only briefly go over the introductory materials and directly dig into one of the more advanced modules. 13.05.2013 18
  • 19. The EUCLID module production process 13.05.2013 19 Ini al Version of eBook Chapter (OU) Slides – First Version (KIT) Slides – Final Version (KIT + ONTO) Final eBook Chapter and online course (OU) Webinar – Final Recording (ONTO+OU) Webinar – First Recording (ONTO+OU) Collec on of Raw Chapter Materials (KIT) Pre-final Version of eBook Chapter (OU)
  • 20. The EUCLID learning materials • Presentation slides • Webinars • Screencasts • Exercises & quizzes • eBook chapters • Online courses 13.05.2013 20
  • 21. Presentation slides • These are the first training materials produced for each module. They provide an overview of the main concepts covered in each module. • They also contain an extensive set of examples, so that the concepts of the module are explained to practitioners more effectively. 13.05.2013 21
  • 22. Webinars • The webinars are conducted based on the slides for each module. • They are broadcasted live; the audience can ask questions via Twitter. • A recording is made available through the EUCLID channel in Vimeo. 13.05.2013 22
  • 24. Screencasts • They demonstrate the use of tools and platforms related to the EUCLID modules, e.g.: – Sig.ma – Data.gov.uk – BBC Music – Seevl – MusicBrainz – Sesame – OpenRefine 13.05.2013 24 Movie 1.6 Screencast of the Seevl site Movie 1.8 Screencast of the BBC Music site
  • 27. eBook chapters • The EUCLID eBook encompasses the content for each module in a structured and interactive way. • It serves as the basis for self-learning, as well as for revisiting certain topics after a training is completed, e.g. as part of a EUCLID training event. • The eBook chapters are made available for a variety of platforms and formats: – Web browsers (HTML format) – Apple iPad (iBook format) – eReaders (ePUB format) – Amazon Kindle devices (AZW3 format) 13.05.2013 27
  • 28. eBook chapter as HTML 13.05.2013 28
  • 29. eBook chapter as iBook 13.05.2013 29
  • 30. eBook chapter as ePUB 13.05.2013 30
  • 31. Online courses • The EUCLID online courses provide an integrated overview, structured as a learning pathway, of all the learning materials produced in the project. • Learners can study them at their own pace, as there is no predetermined start or end date. • They are available for: – Web browsers (HTML) – iPad, iPhone and iPod touch (iTunes U) 13.05.2013 31
  • 32. Online course as HTML 13.05.2013 32
  • 33. Online course in iTunes U 13.05.2013 33
  • 35. Download our learning materials: 35 http://www.euclid-project.eu Upcoming webinars: • May 15th: R2RML • June 10th: Interaction with Linked Data eBook chapters Online courses 13.05.2013 http://www.euclid-project.eu/events/webinars