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Semantic Computing in Real-World:               Vertical and Horizontal application,                within Enterprise and ...
Semantics as core enabler, enhancer @Kno.e.sis   knoesis.org            Ohio Center of Excellence in Knowledge-Enabled Com...
Semantics & Semantic Web in 1999-2002               2001                                                        Patent : h...
Significant Presence In …                                                      BBC Sound                                Me...
Semantic Web In ActionCreate Domain Model and                                            Semantic AnnotationsKnowledge bas...
Semantic Search 1999 - 2001      Ohio Center of Excellence in Knowledge-Enabled Computing
Taalee Semantic/Faceted Search & Browsing(1999-2001)                                                                      ...
Taalee Semantic/Faceted Search & Browsing(1999-2001)  BLENDED BROWSING & QUERYING                                         ...
Fast Forward to 2010 - 2011      Ohio Center of Excellence in Knowledge-Enabled Computing
Schema.org                                 Shared Vocabulary                                                          Amaz...
Enterprise Applications     Ohio Center of Excellence in Knowledge-Enabled Computing
Extracting Semantic Metadata fromSemi structured and Structured Sources (1999 – 2002) Semagix Freedom for building ontolog...
Active Semantic Electronic Medical RecordApplication In Use Today at Athens Heart Center For Clinical Decision Support sin...
Global Investment Bank                                   Law                        Public      World Wide     BLOGS,     ...
Using large data sets for StructuredData on the web     Ohio Center of Excellence in Knowledge-Enabled Computing
Linked Open Data  Publish Open Data Sets in RDF  By 2010, 203 data data sets  25 billion TriplesImage: http://richard.cyga...
You publish the raw data…                                             Semantic Web Adoption and Application            Ohi...
… and others can use it                                              Semantic Web Adoption and Application             Ohi...
Using the LOD to build Web site: BBC                                             Semantic Web Adoption and Application    ...
Using the LOD to build Web site: BBC                                             Semantic Web Adoption and Application    ...
GoodRelations Ontology - RDFa                                             Semantic Web Adoption and Application           ...
GoodRelations Ontology - RDFa                                            Semantic Web Adoption and Application            ...
GoodRelations Ontology - RDFa                                             Semantic Web Adoption and Application           ...
Using Community Engagement    Ohio Center of Excellence in Knowledge-Enabled Computing
BBC Sound IndexUsing MusicBrainz to spot entities in the BBC Sound Index 60 songs with Merry Christmas 3600 songs with Yes...
BBC Sound Index  Which ‘Merry Christmas’?; ‘So Good’is also a song  Scoped Relationship graphs     – Using context cues fr...
The Visionhttp://www.almaden.ibm.com/cs/projects/iis/sound/                              Ohio Center of Excellence in Know...
Ohio Center of Excellence in Knowledge-Enabled Computing
Social DataOhio Center of Excellence in Knowledge-Enabled Computing
Twitris: Semantic Social Web Mash-up                  Select date                                                         ...
Twarql (Twitter Feeds through SPARQL)   • Semantically annotate tweets with entities, hashtags, URLs,     sentiments, etc....
Twarql Architecture   TWARQL            Ohio Center of Excellence in Knowledge-Enabled Computing
User Controlled Content Dissemination • Create Semantic Social Graphs (FOAF) of publishers (followee) and   subscribers (f...
Semantic Hub           Ohio Center of Excellence in Knowledge-Enabled Computing
Scenario …. • Give me a stream of                      • Give me all people that   locations where Kinect is              ...
Creating Focus Specific KnowledgeBases for Knowledge Exploration    Ohio Center of Excellence in Knowledge-Enabled Computing
ScoonerHPC keywords     Doozer: Base Hierarchy                 from Wikipedia                                Focused Patte...
Search for “VIP Peptide”  Scooner             Ohio Center of Excellence in Knowledge-Enabled Computing
Exploring Relationships  Scooner            Ohio Center of Excellence in Knowledge-Enabled Computing
Interested in more? • “Citizen Sensor Data Mining, Social Media Analytics and Development   Centric Web Applications” (WWW...
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Semantic Computing in Real-World: Vertical and Horizontal application

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Amit Sheth, 'Semantic Computing in Real-World: Vertical and Horizontal application, within Enterprise and on the Web, ' Panel Presentation at International Conference on Semantic Computing (ICSC2011), Palo Alto, CA, September 20, 2011.

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  • Transcript of "Semantic Computing in Real-World: Vertical and Horizontal application"

    1. 1. Semantic Computing in Real-World: Vertical and Horizontal application, within Enterprise and on the WebPanel at Intl Conf on Semantic Computing, Palo Alto, CA, Sept 20m 2011 Amit P. Sheth LexisNexis Ohio Eminent Scholar Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis) Wright State University, Dayton, OH amit@knoesis.org Ohio Center of Excellence in Knowledge-Enabled Computing
    2. 2. Semantics as core enabler, enhancer @Kno.e.sis knoesis.org Ohio Center of Excellence in Knowledge-Enabled Computing
    3. 3. Semantics & Semantic Web in 1999-2002 2001 Patent : http://bit.ly/sw-p Ohio Center of Excellence in Knowledge-Enabled Computing
    4. 4. Significant Presence In … BBC Sound MediaAnywhere Index /Taalee ………. Twitris TwarqlPharmaceutical Defense Health Care ASEMR Finance GIS Life Scooner Science App Specific Search Social Sensor ………. Ohio Center of Excellence in Knowledge-Enabled Computing
    5. 5. Semantic Web In ActionCreate Domain Model and Semantic AnnotationsKnowledge bases Taalee - Bio2RDF MediaAnywhere BestBuy Linked Open Schema.org Data BBC Sound Index Global Investment Twarql Scooner Bank Semagix ASEMR Reasoning and Analysis Ohio Center of Excellence in Knowledge-Enabled Computing
    6. 6. Semantic Search 1999 - 2001 Ohio Center of Excellence in Knowledge-Enabled Computing
    7. 7. Taalee Semantic/Faceted Search & Browsing(1999-2001) Targeted e-shopping/e-commerce assets access uniform view of worldwide distributed assets of similar type Taalee - Search Ohio Center of Excellence in Knowledge-Enabled Computing
    8. 8. Taalee Semantic/Faceted Search & Browsing(1999-2001) BLENDED BROWSING & QUERYING Targeted e-shopping/e-commerce ATTRIBUTE & KEYWORD QUERYING assets access SEMANTIC BROWSING uniform view of worldwide distributed assets of similar type Taalee - Search Ohio Center of Excellence in Knowledge-Enabled Computing
    9. 9. Fast Forward to 2010 - 2011 Ohio Center of Excellence in Knowledge-Enabled Computing
    10. 10. Schema.org Shared Vocabulary Amazing things can happen Ohio Center of Excellence in Knowledge-Enabled Computing
    11. 11. Enterprise Applications Ohio Center of Excellence in Knowledge-Enabled Computing
    12. 12. Extracting Semantic Metadata fromSemi structured and Structured Sources (1999 – 2002) Semagix Freedom for building ontology-driven information system Managing Semantic Content on the Web Ohio Center of Excellence in Knowledge-Enabled Computing
    13. 13. Active Semantic Electronic Medical RecordApplication In Use Today at Athens Heart Center For Clinical Decision Support since January 2006 Amit P. Sheth, S. Agrawal,JonathanLathem, Nicole Oldham, H. Wingate, P. Yadav, and K. Gallagher, Active Semantic Electronic Medical Record, Proc. of the 5th International Semantic Web Conference Ohio Center of Excellence in Knowledge-Enabled Computing
    14. 14. Global Investment Bank Law Public World Wide BLOGS, Watch Lists Enforcement Regulators Records Web content RSS Semi-structured Government Data Un-structure text, Semi-structured DataEstablishingNew Account User will be able to navigate the ontology using a number of different interfaces Scores the entity based on the content and entity relationships Fraud Prevention application used in financial services – Related KYC application is deployed at Majority of Global Banks Ohio Center of Excellence in Knowledge-Enabled Computing
    15. 15. Using large data sets for StructuredData on the web Ohio Center of Excellence in Knowledge-Enabled Computing
    16. 16. Linked Open Data Publish Open Data Sets in RDF By 2010, 203 data data sets 25 billion TriplesImage: http://richard.cyganiak.de/2007/10/lod/ Ohio Center of Excellence in Knowledge-Enabled Computing
    17. 17. You publish the raw data… Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    18. 18. … and others can use it Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    19. 19. Using the LOD to build Web site: BBC Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    20. 20. Using the LOD to build Web site: BBC Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    21. 21. GoodRelations Ontology - RDFa Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    22. 22. GoodRelations Ontology - RDFa Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    23. 23. GoodRelations Ontology - RDFa Semantic Web Adoption and Application Ohio Center of Excellence in Knowledge-Enabled Computing
    24. 24. Using Community Engagement Ohio Center of Excellence in Knowledge-Enabled Computing
    25. 25. BBC Sound IndexUsing MusicBrainz to spot entities in the BBC Sound Index 60 songs with Merry Christmas 3600 songs with Yesterday 195 releases of American Pie 32 Artists Amrican Pie Ohio Center of Excellence in Knowledge-Enabled Computing
    26. 26. BBC Sound Index Which ‘Merry Christmas’?; ‘So Good’is also a song Scoped Relationship graphs – Using context cues from the content, webpage title, url… e.g. new Merry Christmas tune – Reduce potential entity spot size e.g. new albums/songs • Generate candidate entities • Spot and Disambiguate Ohio Center of Excellence in Knowledge-Enabled Computing
    27. 27. The Visionhttp://www.almaden.ibm.com/cs/projects/iis/sound/ Ohio Center of Excellence in Knowledge-Enabled Computing
    28. 28. Ohio Center of Excellence in Knowledge-Enabled Computing
    29. 29. Social DataOhio Center of Excellence in Knowledge-Enabled Computing
    30. 30. Twitris: Semantic Social Web Mash-up Select date Select topic N-gram summaries Topic tree Sentiment Spatial Marker Tweet trafficImages & Videos Analysis Related tweets Reference news Wikipedia articles TWITRIS Ohio Center of Excellence in Knowledge-Enabled Computing
    31. 31. Twarql (Twitter Feeds through SPARQL) • Semantically annotate tweets with entities, hashtags, URLs, sentiments, etc. • Encode content in a structured format (RDF) using shared vocabularies (FOAT, SIOC, MOAT, etc.) • Structured querying of tweets • Subscribe to a stream of tweets that match a given query • Real-time delivery of streaming data. TWARQL Ohio Center of Excellence in Knowledge-Enabled Computing
    32. 32. Twarql Architecture TWARQL Ohio Center of Excellence in Knowledge-Enabled Computing
    33. 33. User Controlled Content Dissemination • Create Semantic Social Graphs (FOAF) of publishers (followee) and subscribers (followers). • Dynamically create subset of subscribers (SPARQL Query on Semantic Social Graph), based on publishers privacy preference for the content generated. • Distribute the content to only the subset of subscribers from the Social graph in (near) Real-Time • Example – • SMOB ( Semantic Microblogging Framework) http://smob.me • Semantic Hub ( Publisher/Subscriber protocol) http://semantichub.appspot.com Ohio Center of Excellence in Knowledge-Enabled Computing
    34. 34. Semantic Hub Ohio Center of Excellence in Knowledge-Enabled Computing
    35. 35. Scenario …. • Give me a stream of • Give me all people that locations where Kinect is have said negative things being mentioned now about Kinect TWARQL Ohio Center of Excellence in Knowledge-Enabled Computing
    36. 36. Creating Focus Specific KnowledgeBases for Knowledge Exploration Ohio Center of Excellence in Knowledge-Enabled Computing
    37. 37. ScoonerHPC keywords Doozer: Base Hierarchy from Wikipedia Focused Pattern based extraction SenseLab Neuroscience Ontologies Initial KB Creation Meta Knowledgebase PubMed Abstracts Knoesis: Parsing Enrich Knowledge Base based NLP Triples NLM: Rule based Final Knowledge Base BKR Triples Scooner Ohio Center of Excellence in Knowledge-Enabled Computing
    38. 38. Search for “VIP Peptide” Scooner Ohio Center of Excellence in Knowledge-Enabled Computing
    39. 39. Exploring Relationships Scooner Ohio Center of Excellence in Knowledge-Enabled Computing
    40. 40. Interested in more? • “Citizen Sensor Data Mining, Social Media Analytics and Development Centric Web Applications” (WWW2011) • Jorge Cardoso, Martin Hepp and MiltiadisLytras“The Semantic Web : Real World Applications from Industry” • Ivan Herman, “Semantic Web Adoption and Application” • Michael Hausenblas, “Open Data Ireland : From Research to Practice” • Amit Sheth: “Semantics Scales Up: Beyond Search in Web 3.0” • See showcase of several applications at: http://knoesis.org/showcase Ohio Center of Excellence in Knowledge-Enabled Computing
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