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Semantic Web BBN

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Data Mining and Knowledge Management ... Computer and network system architecture, information operations, cyber ... High performance operational systems, ... – PowerPoint PPT presentation

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Title: Semantic Web BBN


1
Semantic Web _at_ BBN
  • Mike Dean
  • mdean_at_bbn.com
  • Industry Track
  • 7th International Semantic Web Conference
    (ISWC2008)
  • Karlsruhe, Germany
  • 29 October 2008
  • http//asio.bbn.com/2008/10/iswc2008/bbn-2008-10-2
    9.ppt

2
Outline
  • History
  • Current efforts
  • Looking forward

3
Introduction to BBN
  • An advanced technology research and development
    firm, specializing in Information, Computer, and
    Physical Sciences
  • Known for technical excellence and challenging
    conventions to provide new and fundamentally
    better solutions to complex technical problems
  • Providing innovative, real-world solutions and
    satisfying our customers have been the keys to
    our success for 60 years
  • Staff of 700 professionals
  • 2/3 hold advanced degrees
  • Principal offices in Cambridge, MA and the
    Washington, DC area

4
History of Innovation
5
Core Technical Expertise
  • Data Mining and Knowledge Management
  • Semantic Web, Advanced Database Technologies,
    Audio Indexing, Information extraction from
    speech and text
  • Information Security
  • Computer and network system architecture,
    information operations, cyber situation
    awareness, red teaming
  • Speech Recognition and Natural Language
    Processing
  • Real-time, large vocabulary, speaker-independent
    continuous speech recognition, Advanced
    speech-to-text systems, Audio monitoring and
    audio indexing, Speech-to-speech translation,
    Optical character recognition
  • Intelligent Systems
  • Genetic algorithms, Agent architectures,
    Cognitive systems
  • Advanced Networking
  • Wireless, ad hoc networks, High performance
    routers and encryptors, Satellite technology and
    security, Low power networks
  • Infrastructure Security
  • Large scale intelligent sensor networks, Unmanned
    surveillance
  • Physical Systems
  • Acoustic and seismic sensing and analysis systems
    and technologies
  • Real-Time Embedded Computing
  • High performance operational systems, Signal
    processing and analysis

6
DAML
  • BBN was the Integration and Transition Contractor
    for the DARPA Agent Markup Language (DAML)
    program, 2000-2005
  • Coordinated the efforts of 25 research teams
  • Led the Joint US/EU ad hoc Agent Markup Language
    Committee, participated in W3C RDF Core and Web
    Ontology Working Groups
  • Developed a number of tools, data sets, and
    applications
  • Maintained daml.org and SemWebCentral.org

7
SemWebCentral.org
  • Open source software repository based on GForge
  • 145 projects, 854 users
  • Still maintained at BBN
  • Hardware and software upgrade in progress

8
RD
  • DAML was the first and last large US Semantic Web
    research program
  • The DARPA Director thought we were done once
    OWL became a W3C Recommendation
  • Smaller RD efforts in other agencies
  • Several DARPA seedling projects
  • Our focus has shifted to applications using the
    Semantic Web (explicitly or not)
  • Government and commercial

9
Data Integration
  • Many of our applications focus on some aspect of
    data integration
  • Diverse databases, web services
  • Co-reference resolution among incomplete data
    sets
  • Which of 500 references to John Smith refer to
    the same person?
  • Combining structured and unstructured information
    (RDF encoding of natural language processing
    output)
  • Translation between ontologies using SWRL plays a
    key role in many of solutions

10
AsioTM
1
Query SPARQL
Snoggle
6
Query Result Set
Query Decomposition
2
Semantic Query Decomposition (SQD)
Backwards Rule Chaining
5
Generation ofSub Queries
3
Automapper
Semantic Bridge Database
Semantic Bridge Web Service
Semantic Bridge SPARQL Endpoint
4
Data Access
Parliament
11
Open Source
  • Snoggle
  • SWRL editor for ontology translation
  • Parliament
  • Memory-mapped embedded triple store
  • Descended from DAML DB
  • More details in my SSWS 2008 talk
  • Will soon be released as open source on
    SemWebCentral

12
Geospatial Semantics
  • Geospatial Semantic Web RD program at NGA
  • Geospatial ontologies (including trade study)
  • Geospatial indexing of knowledge bases
  • Semantic annotation of georegistered imagery
  • Active participation in
  • Spatial Ontology Community of Practice (SOCoP)
  • Terra Cognita workshop series
  • US Geospatial Intelligence Foundation (USGIF)

13
Going Forward
  • Growing business area
  • Digital Whitewater (information deluge)
  • Video annotation
  • Active and streaming content
  • Hope for resurgence in US Semantic Web RD with
    the new administration

14
More Information
  • asio.bbn.com
  • snoggle.projects.semwebcentral.org
  • parliament.projects.semwebcentral.org
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