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<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                         Web semantic

                   Dr. Sabin­Corneliu Buraga
                     Facultatea de Informatica
               Universitatea “A.I.Cuza” – Iasi, Romania


              http://www.infoiasi.ro/~busaco/

Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                 Web­ul semantic
            retrospective & perspective
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




               “Analfabetul viitorului nu va mai fi
                    cel care nu stie sa citeasca; 
                va fi cel care nu stie sa inteleaga.”

                                 Alvin Toffler




Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
            Conform Tim Berners‐Lee (2006):
       data interoperability across applications and
                  organizations (for IT) 

                   a set of interoperable standards
                       for knowledge exchange 

    an architecture for interconnected communities
                   and vocabularies
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
              Principii de independenta a datelor
                      (M. Daconta, 2003):

            datele sunt mai importante decit aplicatiile

      valoarea datelor creste proportional cu numarul de 
          conexiuni pe care o resursa le are cu altele

          relatiile dintre resurse nu trebuie sa se bazeze
                      pe probabilitate sau noroc
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
              Principii de independenta a datelor
                      (M. Daconta, 2003):

              modelarea datelor trebuie sa tina cont 
             de sintaxa, de semantica si de pragmatica

              modelarea datelor face implicitul explicit

            modelarea datelor trebuie sa se realizeze
         intr‐o maniera descentralizata & standardizata
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                                  <curs desc=“…” />




                     meta‐date si relatii descrise semantic
                      in cadrul si intre documentele Web
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




      Web‐ul semantic ofera un punct de vedere abstract 
                              “ascunde” documentele
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                         <curs desc=“…” />




                                                    relatia atomica
                                                    (modelul RDF)




   SW ofera premisele modelarii conceptuale a resurselor
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                              <curs desc=“…” />




     Crearea de “punti” intre aplicatii via servere virtuale
        procesind triple RDF (Tim Berners‐Lee, 2007)
                   www.w3.org/2007/Talks/1211­whit­tbl/
Dr. Sabin Buraga    http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                         <curs desc=“…” />




                    ce este web‐ul semantic
                        Mit:
   the semantic Web technology is Description Logic
       OWL este doar un limbaj al Web‐ului semantic
   aplicatiile care doresc sa exprime diverse expresivitati
                         il pot utiliza

             trebuie insa asigurata interoperabilitatea
                   folosirea si altor limbaje via URI 

               nu trebuie reinventata functionalitatea
                 deja oferita de standardele actuale
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
                     Mit: SW is about public data
      tehnologiile Web‐ului semantic se pot aplica
                 in cazul datelor la nivel: 
personal – blog, calendare de evenim. personale, adrese,…

    de grup – retele sociale, wiki‐uri, review‐uri, citari etc.

      de agentie – mediatizare: stiri, calendare publice,…

  de enterprise – e­business, intranet, extranet, ERP, CRM, 
                    workflow‐uri si altele
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
                   Alte mituri (Berners‐Lee, 2006):

                    the semantic Web is metadata 
                      for classifying documents




Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
                   Alte mituri (Berners‐Lee, 2006):

        the semantic Web is about hand­annotated
                       Web pages

                 such pages are interesting, 
  but not the mainstay of semantic Web: too much trouble! 



Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                              <curs desc=“…” />




                    ce este web‐ul semantic
                   Alte mituri (Berners‐Lee, 2006):

         the semantic Web is mainly about content
                   extracted from text

                     no, it is primarily an interlingua
                       for relational data and logic

                     bridges will always be important

Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                          <curs desc=“…” />




                    ce este web‐ul semantic
                   Alte mituri (Berners‐Lee, 2006):

 the semantic Web is about making one big ontology

               the semantic Web is about a fractal mess
                     of  interconnected ontologies




Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                              <curs desc=“…” />




                    ce este web‐ul semantic
                   Alte mituri (Berners‐Lee, 2006):

  the semantic Web ontologies must all be consistent

                    only the parts I am using together 




Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                                         <curs desc=“…” />




                    ce este web‐ul semantic
        Web: You know, He is always talking about
   the Semantic Web, but to be honest, I still don’t get it.
        Semantics: Really? The great giant graph, 
      information available for machines to process, 
           Web­scale intelligent applications,…
  Web: Yeah, of course, but this is all geek things for geeks.
                What about the real users?
                                                     Mathieu d’Aquin & 
                                                      Vanessa Lopez
                                                    Nodalities, #4 (2008)


Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                    ce va fi web‐ul semantic
      Tranzitia spre Web‐ul semantic al oamenilor
                  (human semantic Web)
               conform Vossen, Lytras & Koudas, 2007

        tehnologiile pe care se bazeaza Web‐ul semantic
                   ofera premisele unei tranzitii
              de la knowledge push la knowledge pull,
          in termenii modelelor de interactiune sociala

Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                    ce va fi web‐ul semantic
        Oamenii codifica & partajeaza cunostintele
                      via limbaj(e):
         natural: documente, speech, naratiuni
    vizual: tabele, grafice, harti, ilustratii, fotografii,…
 formal: modele, scheme, logica, matematica, notatii etc.
comportamental: cod‐sursa, specificatii, functii, algoritmi
   senzorial: user experience, interactiuni om‐masina

              conform (M. Davies, 2007) & Project10x
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                    ce va fi web‐ul semantic




Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                            <curs desc=“…” />




                    ce va fi web‐ul semantic
Semantici:
                                                      Integrare
    Implicite, formale, powerful
Aspecte‐cheie ale Web‐ului semantic:
                                                       Inter‐
    Meaning, infrastructura sigura, 
    ontologii, knowledge flow, colaborare           operabilitate
Arii de aplicabilitate & contexte:
    Societatea bazata pe cunoastere                  Proiectare & 
    E­business, e­government, e­learning
                                                    implementare
    Stiinte ale vietii, sanatate (e­health)
    Biblioteci digitale
                                                       Strategii
    Semantic social media
    …
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                    ce va fi web‐ul semantic
                   Tendinte (Mills Davies, 2008):
  semantic user experience: mobility, semantic browsing
      semantic content tools: semantic authoring, 
     semantic content generation, context awareness
               knowledge representation
  semantic social computing: semantic e­mail, semantic 
       blog, semantic desktop & webtop, semantic IM
 semantic collaboration: semantic wikis, semantic agents, 
        collective knowledge systems, semantic CMS

Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                    ce va fi web‐ul semantic
                   Tendinte (Mills Davies, 2008):
      semantic storage: triple stores, semantic DBMS
  semantic transport: service­oriented knowledge utilities, 
             semantic security, semantic mobility
         semantic processing & programming
    knowledge­based applications: semantic mashups, 
      knowledge centered engineering, “in silico” science
 semantic architectures: semantic enterprise architecture, 
           semantic SOA, semantic interoperability
              semantic enterprise processes
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                    ce va fi web‐ul semantic
                   Tendinte (Mills Davies, 2008):
   semantic software development: semantic application 
                   platforms, semantic social OS, 
     semantic multi­agent systems, do­it­yourself services, 
              goal­oriented software engineering
   intelligent systems: robots, blogjects, machine learning
     automated reasoning: multiple types of inferencing, 
            logics for uncertainty, conflicts & values
     semantic ecosystem(s): semantic cloud computing,
    knowledge commerce, autonomic intellectual property
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                                 <curs desc=“…” />




                                 “Concluzii”




        Radar Networks & Nova Spivack, 2007 – www.radarnetworks.com
Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                                   Rezumat




         Web­ul semantic: prezent & viitor

Dr. Sabin Buraga   http://www.purl.org/net/busaco
<?xml version=“1.0” ?>
Semantic Web                                        <curs desc=“…” />




                                    Mult
                                   succes!




Dr. Sabin Buraga   http://www.purl.org/net/busaco

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Introduction to the Semantic Web

  • 1. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> Web semantic Dr. Sabin­Corneliu Buraga Facultatea de Informatica Universitatea “A.I.Cuza” – Iasi, Romania http://www.infoiasi.ro/~busaco/ Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 2. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> Web­ul semantic retrospective & perspective Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 3. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> “Analfabetul viitorului nu va mai fi cel care nu stie sa citeasca;  va fi cel care nu stie sa inteleaga.” Alvin Toffler Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 4. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Conform Tim Berners‐Lee (2006): data interoperability across applications and organizations (for IT)  a set of interoperable standards for knowledge exchange  an architecture for interconnected communities and vocabularies Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 5. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Principii de independenta a datelor (M. Daconta, 2003): datele sunt mai importante decit aplicatiile valoarea datelor creste proportional cu numarul de  conexiuni pe care o resursa le are cu altele relatiile dintre resurse nu trebuie sa se bazeze pe probabilitate sau noroc Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 6. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Principii de independenta a datelor (M. Daconta, 2003): modelarea datelor trebuie sa tina cont  de sintaxa, de semantica si de pragmatica modelarea datelor face implicitul explicit modelarea datelor trebuie sa se realizeze intr‐o maniera descentralizata & standardizata Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 7. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> meta‐date si relatii descrise semantic in cadrul si intre documentele Web Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 8. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> Web‐ul semantic ofera un punct de vedere abstract  “ascunde” documentele Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 9. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> relatia atomica (modelul RDF) SW ofera premisele modelarii conceptuale a resurselor Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 10. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> Crearea de “punti” intre aplicatii via servere virtuale procesind triple RDF (Tim Berners‐Lee, 2007) www.w3.org/2007/Talks/1211­whit­tbl/ Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 11. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Mit: the semantic Web technology is Description Logic OWL este doar un limbaj al Web‐ului semantic aplicatiile care doresc sa exprime diverse expresivitati il pot utiliza trebuie insa asigurata interoperabilitatea folosirea si altor limbaje via URI  nu trebuie reinventata functionalitatea deja oferita de standardele actuale Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 12. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Mit: SW is about public data tehnologiile Web‐ului semantic se pot aplica in cazul datelor la nivel:  personal – blog, calendare de evenim. personale, adrese,… de grup – retele sociale, wiki‐uri, review‐uri, citari etc. de agentie – mediatizare: stiri, calendare publice,… de enterprise – e­business, intranet, extranet, ERP, CRM,  workflow‐uri si altele Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 13. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Alte mituri (Berners‐Lee, 2006): the semantic Web is metadata  for classifying documents Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 14. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Alte mituri (Berners‐Lee, 2006): the semantic Web is about hand­annotated Web pages such pages are interesting,  but not the mainstay of semantic Web: too much trouble!  Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 15. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Alte mituri (Berners‐Lee, 2006): the semantic Web is mainly about content extracted from text no, it is primarily an interlingua for relational data and logic bridges will always be important Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 16. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Alte mituri (Berners‐Lee, 2006): the semantic Web is about making one big ontology the semantic Web is about a fractal mess of  interconnected ontologies Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 17. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Alte mituri (Berners‐Lee, 2006): the semantic Web ontologies must all be consistent only the parts I am using together  Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 18. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce este web‐ul semantic Web: You know, He is always talking about the Semantic Web, but to be honest, I still don’t get it. Semantics: Really? The great giant graph,  information available for machines to process,  Web­scale intelligent applications,… Web: Yeah, of course, but this is all geek things for geeks. What about the real users? Mathieu d’Aquin &  Vanessa Lopez Nodalities, #4 (2008) Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 19. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Tranzitia spre Web‐ul semantic al oamenilor (human semantic Web) conform Vossen, Lytras & Koudas, 2007 tehnologiile pe care se bazeaza Web‐ul semantic ofera premisele unei tranzitii de la knowledge push la knowledge pull, in termenii modelelor de interactiune sociala Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 20. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Oamenii codifica & partajeaza cunostintele via limbaj(e): natural: documente, speech, naratiuni vizual: tabele, grafice, harti, ilustratii, fotografii,… formal: modele, scheme, logica, matematica, notatii etc. comportamental: cod‐sursa, specificatii, functii, algoritmi senzorial: user experience, interactiuni om‐masina conform (M. Davies, 2007) & Project10x Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 21. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 22. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Semantici: Integrare Implicite, formale, powerful Aspecte‐cheie ale Web‐ului semantic: Inter‐ Meaning, infrastructura sigura,  ontologii, knowledge flow, colaborare operabilitate Arii de aplicabilitate & contexte: Societatea bazata pe cunoastere Proiectare &  E­business, e­government, e­learning implementare Stiinte ale vietii, sanatate (e­health) Biblioteci digitale Strategii Semantic social media … Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 23. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Tendinte (Mills Davies, 2008): semantic user experience: mobility, semantic browsing semantic content tools: semantic authoring,  semantic content generation, context awareness knowledge representation semantic social computing: semantic e­mail, semantic  blog, semantic desktop & webtop, semantic IM semantic collaboration: semantic wikis, semantic agents,  collective knowledge systems, semantic CMS Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 24. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Tendinte (Mills Davies, 2008): semantic storage: triple stores, semantic DBMS semantic transport: service­oriented knowledge utilities,  semantic security, semantic mobility semantic processing & programming knowledge­based applications: semantic mashups,  knowledge centered engineering, “in silico” science semantic architectures: semantic enterprise architecture,  semantic SOA, semantic interoperability semantic enterprise processes Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 25. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> ce va fi web‐ul semantic Tendinte (Mills Davies, 2008): semantic software development: semantic application  platforms, semantic social OS,  semantic multi­agent systems, do­it­yourself services,  goal­oriented software engineering intelligent systems: robots, blogjects, machine learning automated reasoning: multiple types of inferencing,  logics for uncertainty, conflicts & values semantic ecosystem(s): semantic cloud computing, knowledge commerce, autonomic intellectual property Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 26. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> “Concluzii” Radar Networks & Nova Spivack, 2007 – www.radarnetworks.com Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 27. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> Rezumat Web­ul semantic: prezent & viitor Dr. Sabin Buraga http://www.purl.org/net/busaco
  • 28. <?xml version=“1.0” ?> Semantic Web <curs desc=“…” /> Mult succes! Dr. Sabin Buraga http://www.purl.org/net/busaco