1 / 44

Semantic Web: Past, Present, Future

Semantic Web: Past, Present, Future. Ying Ding SLIS, IU. What is the Semantic Web?. What is the Semantic Web? Scientific American Article 2001. “An extension of the current Web in which information is given well-defined meaning, better enabling computers and people to work in cooperation.”

bedros
Télécharger la présentation

Semantic Web: Past, Present, Future

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Semantic Web: Past, Present, Future Ying Ding SLIS, IU

  2. What is the Semantic Web?

  3. What is the Semantic Web?Scientific American Article 2001 • “An extension of the current Web in which information is given well-defined meaning, better enabling computers and people to work in cooperation.” • Sir Tim Berners-Lee et al., Scientific American, 2001: tinyurl.com/i59p • “…allowing the Web to reach its full potential…” with far-reaching consequences • “The next generation of the Web”

  4. Semantic Web • Tim Berners-Lee has a vision of a Semantic Web which has • machine-understandable semantics of its information, and • millions of (small) specialized reasoning services that provide support in automated task achievement based on the accessible information

  5. The Semantic Web in Essence • The word “semantic” stands for “the meaning of”: • The Beatles were a popular band from Liverpool;Lennon was a member of the Beatles;"We Can Work It Out" was recorded by the Beatles • The Semantic Web is a Web extension that is able to describe things and their properties and interrelations in a way that computers can process

  6. Metadata and Semantics

  7. Ontology • The Semantic Web is essentially based on ontologies • ontologies are formal and consensual specifications of conceptualizations • providing a shared and common understanding of a domain that can be communicated across people and application systems

  8. A Very Simple Ontology Ontologies describe concepts and their relations.Exercise: Describe earlier text about the Beatles using any kind of (graphical or symbolic) ontology. Graphical (Directed Labeled Graph): Symbolic (triples): owns Person Device Person owns Device Audio-Device is-a Device Audio-Device has VolumeControl is-a has Audio-Device VolumeControl

  9. Semantic Web - Language Layering http://www.w3.org/2007/03/layerCake.png

  10. What is the Semantic Web for? • Integrating - trying to solve the problem of data and service integration • Searching - providing better communication between humans and computers by adding machine-processable semantics to data.

  11. Semantic Integration • Bottom-up approach: Building different domain ontologies for better data integration and communication within those domains: • PapiNet.org: Vocabulary for Paper Industry • BPMI.org: Vocabulary for exchanging Business Process Models • XML-HR: Vocabularies for Human Resources (HR) • DMTF: Distributed Management Task Force: Vocabularies for managing enterprises

  12. Semantic Integration CRM Marketing Sales Semantic Integration Semantics Syntax Software Hardware Plumbing (networking: tcp/ip, corba, rmi, http, soap)

  13. Semantic Differences: Example Marketing Sales ? Person P# 76798 Name de Bruijn FName Jos DName Jos de Bruijn BDate 1979-06-23 LSale 2001-04-07 Customer CustNr 43526 Name Jos Debruijn Surname Debruijn Initials J BDate 1979-06-23 Syntax Semantics 1. distinct equivalent 2. equivalent distinct 3. equivalent equivalent 4. distinct distinct

  14. Information Integration Patterns (1): Ad Hoc Integration O(n2) Sales App4 App5 Marketing CRM

  15. Information Integration Patterns (2): Global Integration O(n) CRM App4 App5 Global Model Marketing Sales Not a silver bullet!

  16. Exercise

  17. Semantic Searching

  18. Semantic Searching

  19. Semantic Web: Past

  20. WWW – Web 1.0

  21. The Earlier(Syntactic / Structural) Web

  22. Was the Web Meant to be More?

  23. How to RealizeTim Berners-Lee’s Vision • Another chance for“Artificial Intelligence (AI)”? • Knowledge Representation(representing semantics) • Logic Programming (reasoning semantics) • Decisions about background logics forSemantic Web languages: • RDF: Logic formalized by Patrick Hayes • OWL: Description Logic • DARPA + EU = DAML+OIL (in 2001) • RIF (BLD): Horn Logic plus F-logic syntax

  24. Semantic Web: Present

  25. Social Web – Web 2.0 • The term Web 2.0 was made popular by Tim O’Reilly: • http://www.oreillynet.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html • http://en.wikipedia.org/wiki/Web_2.0 • “Web 2.0 … has … come to refer to what some people describe as a second phase of architecture and application development for the World Wide Web.” • The Web where “ordinary” users can meet, collaborate, and share using social software applications on the Web (tagged content, social bookmarking, AJAX, etc.) • Popular examples include: • Bebo, del.icio.us, digg, Flickr, Google Maps, Skype, Technorati, orkut, 43 Things, Wikipedia, …

  26. Social Networks

  27. A Move from the Web to a “Social Web”

  28. Features / Principles ofWeb 2.0 • http://www.oreillynet.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html • The Web as platform • Harnessing collective intelligence • Data is the next “Intel Inside” • Rich user experience

  29. Web 2.0 Meme Cloud

  30. W3C SWEO Linking Open Data Project • Project aims to • Publish existing open license datasets as linked data on the Web • Interlink things between different data sources • Develop clients and applications that consume linked data from the Web

  31. Bubbles in May 2007 Over 500M RDF triples (e.g., in DBpedia: dp:Galway dp:population 72K) Around 120K RDF links between data sources(e.g., links accessing DBpedia from Musicbrainz)

  32. Bubbles in April 2008 >2B RDF triples Around 3M RDF links

  33. Bubbles in July 2009 >4.7B RDF triples Around 142M RDF links

  34. Bio Bubbles

  35. Power of Linked Data rdf:type ying foaf:Person dblp:publications foaf:name foaf:knows foaf:publication Ying Ding Stefan 72K foaf:based_near dp:population dp:Galway dp:Dublin skos:subject skos:subject dp:Cities_in_Ireland

  36. What Can LOD Bring? • It will lift current document Web to a data Web • LOD browsers can let you navigate between different data sources by following RDF links • It can drill down to lower-granularity levels of the information • allowing you for more fine-grained search on the Web • making question-answering search on the Web possible • meshing up different data through RDF links • Making ‘built-on-top’ applications easier

  37. DBTune:Music-related Structured Data http://dbtune.org

  38. Industry Pick-up

  39. Industry Pick-up • Semantic Technology Conferences –The major industrial series in theSemantic Web area • http://www.semantic-conference.com/ • Attendance includes major IT giants(Google, Yahoo, IBM, Oracle, Intel, Vulcan) • Radar Networks Company raised $18M to implement semantics • Twine (a collective semantic knowledge space): http://www.twine.com/

  40. Semantic Web: Future

  41. Metaweb  Social Semantic Information Spaces

  42. 1+1>2 • Semantic forums • Semantic blogs • Semantic wikis • Semantic social nets • Semantic desktop Semantic Web + Social Software

  43. Document Web Glued by hyperlinks Data are HTML pages Query result is HTML pages, which cannot be further processed Data are just interlinked, but not integrated Data access through different APIs Data Web Glued by RDF links Data are RDF triples Query result is RDF triples which can be easily further processed (e.g., Web services) Data are interlinked and integrated, and links are typed Data access through a single and standardized access mechanism (maybe it will be called LOD API in the future?) Document Web vs. Data Web Social Web + Semantic Web Next Generation Web Document Web  Data Web Service Web

  44. Will Google 2.0 be Semantic? • Google could be superseded, says Web inventor: • TimesOnline: http://technology.timesonline.co.uk/tol/news/tech_and_web/article3532832.ece • Google 2.0 embraces the Semantic Web • Government Computer News: http://www.gcn.com/online/vol1_no1/44290-1.html#

More Related