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Edmundo	
  Tovar,	
  Nelson	
  Piedra,	
  Jorge	
  López,	
  Janeth	
  Chicaiza	
  
Bali	
  Indonesia	
  May	
  8-­‐10,	
  2013	
  
Serendipity	
  a	
  Faceted	
  Search	
  engine	
  for	
  
OpenCourseWare	
  Content	
  
@nopiedra	
  #ocwcglobal	
  #OCW	
  #OER	
  #Serendipity	
  #UTPL	
  
The main purpose of the service developed is to
provide students, teachers and self-learners with
an faceted search engine that allow them to find
and discover open educational resources related
to OCW from OpenCourseWareConsortium and
OCW-Universia.
Purpose	
  of	
  Serendipity	
  
Faceted search, also called faceted navigation, is a
technique for accessing content organized according to a
faceted classification system, allowing users to
explore a collection of information by applying
dynamic and multiple filters.
With the benefit of search results diversification, no need
for a priori knowledge, and never leading to zero result, it
can significantly reduce information overload.
About	
  Faceted	
  ExploraDon	
  
Facets refer to categories used to characterize
information items in a collection.
A faceted classification system classifies each
information element along multiple explicit dimensions,
enabling the classifications to be accessed and ordered
in multiple ways rather than in a single, pre-determined,
and taxonomic order.
Facets	
  and	
  taxonomic	
  order	
  
Faceted exploration is a proven technique for supporting
flexible exploration and discovery through the information
space.
The user can refine queries based on facets such as
size, language, knowledge-domain, geographic
localization and neighbourhood characteristics. The
facets are extracted by applying a parser specialized for
parsing classified content.
Refine	
  queries	
  based	
  on	
  facets	
  
Serendipity	
  is	
  for	
  people	
  
Serendipity is an faceted search engine based on Semantic
Web Technologies. Open Linked Data from Open Educational
Content. Current version of Serendipity is based on Flamenco.
Serendipity is an faceted search engine based on Semantic Web
Technologies. Serendipity is based on Flamenco.
The main objectives of faceted navigation are to support flexible
navigation through the information space: refining and expanding,
provide suggestions of exploration choices at each point in the
search process, prevent empty result sets, and provide a sense of
control and reduce confusion in the use.
About	
  Serendipity	
  
Serendipity use Linked Data Design Issues
to retrieve information that is semantically
described and related to open educational
resources (OER) that are accessible via
Internet. Linked data have the potential of
create bridges between OER data silos. 	
  
The collection under study consisted of approximately
8000 OpenCourseWare in the collection of the OCW-
Dataset of LOCWD Project.
This collection contained standard OER metadata facets,
including creators names, language, licenses of OCW,
repositories, tags, knowledge areas, universities,
countries and dates.
CollecDon	
  PreparaDon	
  
The data extracted by Serendipity been validated
through the sponsorship and collaboration of
OpenCourseWare Consortium.
Sponsorship	
  from	
  OCWC	
  
i.	
  Faceted	
  Query	
  of	
  OCW	
  	
  
based	
  on	
  Linked	
  OpenCourseWare	
  data	
  	
  
CASE:	
  	
  FIND,	
  OpenCourseWare	
  about	
  “Web”	
  
The Serendipity faceted exploration is a guided
and exploratory search mechanism, which
provides an iterative way to refine search results
by a faceted taxonomy or a schema of
classification.
Serendipity	
  facet	
  exploraDon	
  
hRp://serendipity.utpl.edu.ec	
  	
  
Serendipity	
  is	
  an	
  OCW	
  faceted	
  search	
  engine	
  based	
  on	
  
SemanVc	
  Web	
  Technologies.	
  	
  
Guided navigation Previews
of Results
Refine search
Add keywords
With	
  Serendipity	
  
Explore	
  OCW	
  in	
  an	
  
integrated	
  and	
  
incremental	
  
manner,	
  from	
  any	
  of	
  
the	
  repositories	
  of	
  
insVtuVons	
  that	
  
publish	
  
OpenCourseWare.	
  
The user, when presented with the facets, is
likely to discover new facets of the query that
they were not aware of before.
When clicking on a facet, they will narrow down
their search by expanding the original query with
the suggested facet.
Discover	
  new	
  facets	
  by	
  expanding	
  	
  
the	
  original	
  query	
  
Facets
Share this OCW
Inspect current OCW
Refine your search
Access	
  the	
  full	
  descripDon	
  of	
  the	
  courses	
  as	
  published	
  by	
  the	
  home	
  insVtuVon,	
  along	
  with	
  complimentary	
  informaVon	
  such	
  as	
  
language,	
  license,	
  author,	
  country,	
  geographic	
  locaVon	
  of	
  the	
  insVtuVon	
  and	
  other	
  semanVcally	
  related	
  informaVon	
  available	
  via	
  the	
  
Web.	
  	
  
Propose change
Inspect the result from
OCW original site
Get	
  more	
  accurate	
  and	
  complete	
  results,	
  since	
  it	
  locates	
  OCWs	
  using	
  different	
  metadatas	
  and	
  data	
  elements,	
  providing	
  the	
  user	
  
with	
  visible	
  opVons	
  that	
  help	
  clarify	
  and	
  refine	
  the	
  queries.	
  	
  
Link current OCW
to
Other LinkedData Source
ii.	
  Map	
  to	
  visualize	
  OER	
  Points	
  of	
  Interest	
  
As an important feature of Serendipity,
Serendipity POIs (Points of Interest), allows
users visualize data of OCW/OER/MOOC/OEP/
Projects/Repositories from an dataset based on
Linked Data technologies.
About	
  Serendipity	
  POIs	
  
Serendipity POIs use icons to represent different categories of POI on a map
graphically. A	
  point	
  of	
  interest,	
  or	
  POI,	
  is	
  a	
  OER	
  specific	
  point	
  locaVon	
  that	
  someone	
  
may	
  find	
  useful	
  or	
  interesVng.	
  	
  
A	
  point	
  of	
  interest	
  specifies,	
  at	
  minimum,	
  the	
  laDtude	
  and	
  longitude	
  of	
  the	
  POI,	
  
assuming	
  a	
  certain	
  map	
  datum	
  (extrated	
  from	
  serendipity	
  datasource).	
  A	
  name	
  or	
  
descripVon	
  for	
  the	
  POI	
  is	
  usually	
  included,	
  and	
  other	
  informaVon	
  such	
  as	
  descripVon,	
  
number	
  of	
  resources,	
  contact	
  informaVon,	
  language,	
  license	
  or	
  a	
  link	
  to	
  dbpedia/
freebase	
  may	
  also	
  be	
  aRached.	
  	
  
 
An	
  example	
  is	
  a	
  point	
  on	
  the	
  Earth	
  represenVng	
  the	
  locaVon	
  of	
  the	
  MassachuseRs	
  
InsVtute	
  of	
  Technology,	
  or	
  a	
  point	
  on	
  Spain	
  represenVng	
  the	
  locaVon	
  of	
  an	
  OCW	
  
University.	
  	
  
	
  
Other	
  example	
  is	
  a	
  point	
  on	
  the	
  Earth	
  represenVng	
  the	
  locaVon	
  of	
  the	
  University	
  of	
  
Cape	
  Town	
  
Serendipity use the term POIs when referring to Open Repositories of
OCW/OER/OEP/Projects, Open Data for educational content, MOOCs or
any other categories used in open educational systems.
iii.	
  Open	
  Data	
  from	
  Open	
  EducaDonal	
  Content	
  
Serendipity POIs seeks to become a
repository for the information about OER
that the Serendipity Multiagent Environment
collects.
Therefore, the site would publish to the
public any data collected that is not private
or restricted.
CollecDng	
  and	
  downloading	
  OER	
  Data	
  
Serendipity Open	
  Data	
  is	
  the	
  idea	
  that	
  certain	
  data	
  should	
  be	
  freely	
  available	
  to	
  
everyone	
  to	
  use	
  and	
  republish	
  as	
  they	
  wish,	
  without	
  restricVons	
  from	
  copyright,	
  or	
  
other	
  mechanisms	
  of	
  control.	
  
Why	
  publish	
  Linked	
  OER	
  Data?	
  
•  Because	
  LinkedData	
  holds	
  the	
  potenVal	
  to	
  move	
  our	
  OER	
  
collecVons	
  out	
  of	
  their	
  silos	
  
•  Open	
  the	
  data	
  and	
  content	
  silos,	
  to	
  leverage	
  the	
  knowledge	
  
capital	
  represented	
  by	
  our	
  OER	
  repositories	
  
•  To	
  enrich	
  our	
  informaVon	
  landscape,	
  to	
  improve	
  visibility	
  
•  To	
  improve	
  ease	
  of	
  discovery	
  open	
  academic	
  resources	
  
•  To	
  improve	
  ease	
  of	
  consumpVon	
  and	
  reuse	
  of	
  OCW	
  
•  To	
  reduce	
  redundancy	
  in	
  searched	
  of	
  OER	
  
•  PromoVng	
  innovaVon	
  and	
  Added	
  Value	
  to	
  Open	
  EducaVonal	
  
Content	
  
iv.	
  Suggest	
  new	
  Points	
  of	
  InformaDon	
  
The purpose of Serendipity POIs - Open	
  data	
  is to increase public access to
high value, machine readable datasets generated by volunteers and data
extracted from Serendipity multiagent environment.
v.	
  Data	
  visualizaDon	
  
Why	
  OER	
  DataViz?	
  
Serendipity POIs - Open	
   data	
   contains	
   valuable	
  
informaVon	
   that	
   will	
   drive	
   insights,	
   innovaVons,	
   and	
  
discoveries,	
  but	
  it	
  can	
  be	
  difficult	
  to	
  access	
  and	
  digest.	
  	
  
	
  
Using	
   data	
   visualizaVon,	
   we’re	
   simplify	
   the	
   complexity	
  
and	
   drive	
   a	
   deeper	
   understanding	
   of	
   the	
   open	
  
educaVonal	
  context.	
  
The	
  main	
  goal	
  of	
  data	
  visualizaDon	
  is	
  its	
  ability	
  to	
  visualize	
  OER	
  
data,	
  communicaVng	
  informaVon	
  clearly	
  and	
  effecVvelty.	
  
Data	
  VisualizaDon	
  1.	
  It	
  shows	
  informaVon	
  of	
  UniversiVes	
  classified	
  hierarchically,	
  taken	
  
starVng	
  point	
  to	
  conVnents,	
  then	
  countries,	
  ciVes	
  and	
  universiVes	
  
Data	
  VisualizaVon	
  2:	
  Tree	
  structures	
  to	
  show	
  another	
  way	
  to	
  visualize	
  the	
  
informaVon	
  the	
  universiVes	
  members	
  of	
  OCW	
  iniVaVves.	
  
Data	
  VisualizaVon	
  3:	
  Search	
  courses	
  by	
  tag	
  and	
  use	
  geographic	
  informaVon	
  to	
  
show	
  courses	
  of	
  universiVes	
  and	
  social	
  network	
  analysis	
  (SNA)	
  to	
  form	
  networks	
  
of	
  collaboraVon	
  and	
  recommend	
  related	
  tags	
  
@nopiedra	
  #ocwcglobal	
  #OCW	
  #OER	
  
#LOCWD	
  #LinkedData	
  #UTPL	
  
Thanks!
@nopiedra,	
  @etc91	
  

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OCWC Global Conference 2013: Serendipity

  • 1. Edmundo  Tovar,  Nelson  Piedra,  Jorge  López,  Janeth  Chicaiza   Bali  Indonesia  May  8-­‐10,  2013   Serendipity  a  Faceted  Search  engine  for   OpenCourseWare  Content   @nopiedra  #ocwcglobal  #OCW  #OER  #Serendipity  #UTPL  
  • 2. The main purpose of the service developed is to provide students, teachers and self-learners with an faceted search engine that allow them to find and discover open educational resources related to OCW from OpenCourseWareConsortium and OCW-Universia. Purpose  of  Serendipity  
  • 3. Faceted search, also called faceted navigation, is a technique for accessing content organized according to a faceted classification system, allowing users to explore a collection of information by applying dynamic and multiple filters. With the benefit of search results diversification, no need for a priori knowledge, and never leading to zero result, it can significantly reduce information overload. About  Faceted  ExploraDon  
  • 4. Facets refer to categories used to characterize information items in a collection. A faceted classification system classifies each information element along multiple explicit dimensions, enabling the classifications to be accessed and ordered in multiple ways rather than in a single, pre-determined, and taxonomic order. Facets  and  taxonomic  order  
  • 5. Faceted exploration is a proven technique for supporting flexible exploration and discovery through the information space. The user can refine queries based on facets such as size, language, knowledge-domain, geographic localization and neighbourhood characteristics. The facets are extracted by applying a parser specialized for parsing classified content. Refine  queries  based  on  facets  
  • 6. Serendipity  is  for  people   Serendipity is an faceted search engine based on Semantic Web Technologies. Open Linked Data from Open Educational Content. Current version of Serendipity is based on Flamenco.
  • 7. Serendipity is an faceted search engine based on Semantic Web Technologies. Serendipity is based on Flamenco. The main objectives of faceted navigation are to support flexible navigation through the information space: refining and expanding, provide suggestions of exploration choices at each point in the search process, prevent empty result sets, and provide a sense of control and reduce confusion in the use. About  Serendipity  
  • 8. Serendipity use Linked Data Design Issues to retrieve information that is semantically described and related to open educational resources (OER) that are accessible via Internet. Linked data have the potential of create bridges between OER data silos.  
  • 9. The collection under study consisted of approximately 8000 OpenCourseWare in the collection of the OCW- Dataset of LOCWD Project. This collection contained standard OER metadata facets, including creators names, language, licenses of OCW, repositories, tags, knowledge areas, universities, countries and dates. CollecDon  PreparaDon  
  • 10. The data extracted by Serendipity been validated through the sponsorship and collaboration of OpenCourseWare Consortium. Sponsorship  from  OCWC  
  • 11. i.  Faceted  Query  of  OCW     based  on  Linked  OpenCourseWare  data     CASE:    FIND,  OpenCourseWare  about  “Web”  
  • 12. The Serendipity faceted exploration is a guided and exploratory search mechanism, which provides an iterative way to refine search results by a faceted taxonomy or a schema of classification. Serendipity  facet  exploraDon  
  • 13. hRp://serendipity.utpl.edu.ec     Serendipity  is  an  OCW  faceted  search  engine  based  on   SemanVc  Web  Technologies.    
  • 14. Guided navigation Previews of Results Refine search Add keywords With  Serendipity   Explore  OCW  in  an   integrated  and   incremental   manner,  from  any  of   the  repositories  of   insVtuVons  that   publish   OpenCourseWare.  
  • 15. The user, when presented with the facets, is likely to discover new facets of the query that they were not aware of before. When clicking on a facet, they will narrow down their search by expanding the original query with the suggested facet. Discover  new  facets  by  expanding     the  original  query  
  • 16. Facets Share this OCW Inspect current OCW Refine your search Access  the  full  descripDon  of  the  courses  as  published  by  the  home  insVtuVon,  along  with  complimentary  informaVon  such  as   language,  license,  author,  country,  geographic  locaVon  of  the  insVtuVon  and  other  semanVcally  related  informaVon  available  via  the   Web.     Propose change
  • 17. Inspect the result from OCW original site Get  more  accurate  and  complete  results,  since  it  locates  OCWs  using  different  metadatas  and  data  elements,  providing  the  user   with  visible  opVons  that  help  clarify  and  refine  the  queries.    
  • 18. Link current OCW to Other LinkedData Source
  • 19. ii.  Map  to  visualize  OER  Points  of  Interest  
  • 20. As an important feature of Serendipity, Serendipity POIs (Points of Interest), allows users visualize data of OCW/OER/MOOC/OEP/ Projects/Repositories from an dataset based on Linked Data technologies. About  Serendipity  POIs  
  • 21. Serendipity POIs use icons to represent different categories of POI on a map graphically. A  point  of  interest,  or  POI,  is  a  OER  specific  point  locaVon  that  someone   may  find  useful  or  interesVng.    
  • 22. A  point  of  interest  specifies,  at  minimum,  the  laDtude  and  longitude  of  the  POI,   assuming  a  certain  map  datum  (extrated  from  serendipity  datasource).  A  name  or   descripVon  for  the  POI  is  usually  included,  and  other  informaVon  such  as  descripVon,   number  of  resources,  contact  informaVon,  language,  license  or  a  link  to  dbpedia/ freebase  may  also  be  aRached.    
  • 23.   An  example  is  a  point  on  the  Earth  represenVng  the  locaVon  of  the  MassachuseRs   InsVtute  of  Technology,  or  a  point  on  Spain  represenVng  the  locaVon  of  an  OCW   University.      
  • 24. Other  example  is  a  point  on  the  Earth  represenVng  the  locaVon  of  the  University  of   Cape  Town  
  • 25. Serendipity use the term POIs when referring to Open Repositories of OCW/OER/OEP/Projects, Open Data for educational content, MOOCs or any other categories used in open educational systems.
  • 26. iii.  Open  Data  from  Open  EducaDonal  Content  
  • 27. Serendipity POIs seeks to become a repository for the information about OER that the Serendipity Multiagent Environment collects. Therefore, the site would publish to the public any data collected that is not private or restricted. CollecDng  and  downloading  OER  Data  
  • 28. Serendipity Open  Data  is  the  idea  that  certain  data  should  be  freely  available  to   everyone  to  use  and  republish  as  they  wish,  without  restricVons  from  copyright,  or   other  mechanisms  of  control.  
  • 29. Why  publish  Linked  OER  Data?   •  Because  LinkedData  holds  the  potenVal  to  move  our  OER   collecVons  out  of  their  silos   •  Open  the  data  and  content  silos,  to  leverage  the  knowledge   capital  represented  by  our  OER  repositories   •  To  enrich  our  informaVon  landscape,  to  improve  visibility   •  To  improve  ease  of  discovery  open  academic  resources   •  To  improve  ease  of  consumpVon  and  reuse  of  OCW   •  To  reduce  redundancy  in  searched  of  OER   •  PromoVng  innovaVon  and  Added  Value  to  Open  EducaVonal   Content  
  • 30. iv.  Suggest  new  Points  of  InformaDon  
  • 31. The purpose of Serendipity POIs - Open  data  is to increase public access to high value, machine readable datasets generated by volunteers and data extracted from Serendipity multiagent environment.
  • 33. Why  OER  DataViz?   Serendipity POIs - Open   data   contains   valuable   informaVon   that   will   drive   insights,   innovaVons,   and   discoveries,  but  it  can  be  difficult  to  access  and  digest.       Using   data   visualizaVon,   we’re   simplify   the   complexity   and   drive   a   deeper   understanding   of   the   open   educaVonal  context.  
  • 34. The  main  goal  of  data  visualizaDon  is  its  ability  to  visualize  OER   data,  communicaVng  informaVon  clearly  and  effecVvelty.  
  • 35. Data  VisualizaDon  1.  It  shows  informaVon  of  UniversiVes  classified  hierarchically,  taken   starVng  point  to  conVnents,  then  countries,  ciVes  and  universiVes  
  • 36. Data  VisualizaVon  2:  Tree  structures  to  show  another  way  to  visualize  the   informaVon  the  universiVes  members  of  OCW  iniVaVves.  
  • 37. Data  VisualizaVon  3:  Search  courses  by  tag  and  use  geographic  informaVon  to   show  courses  of  universiVes  and  social  network  analysis  (SNA)  to  form  networks   of  collaboraVon  and  recommend  related  tags  
  • 38. @nopiedra  #ocwcglobal  #OCW  #OER   #LOCWD  #LinkedData  #UTPL   Thanks! @nopiedra,  @etc91