Semantic (Web) Technology in Action - today The Semantic Web – Scientific American article considered harmful? WWW2003 Panel (PN2), Budapest, May 21, 2003.

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Presentation transcript:

Semantic (Web) Technology in Action - today The Semantic Web – Scientific American article considered harmful? WWW2003 Panel (PN2), Budapest, May 21, Amit Sheth SemagixSemagix, Inc. and LSDIS Lab, University of GeorgiaLSDIS Lab

Gen. Purpose, Broad Based Scope of Agreement Task/ App Domain Industry Common Sense Degree of Agreement Informal Semi-Formal Formal Agreement About Data/ Info. Function Execution Qos Broad Scope of Semantic (Web) Technology Other dimensions: how agreements are reached, … Current Semantic Web Focus Semantic Web Processes Lost of Useful Semantic Technology (interoperability, Integration)

Practical Ontology Development Observation  Ontology is at the heart of current semantic (web) solutions  Experience shows it is quite practical to create and maintain targeted (application/domain) ontologies:  Few classes to many tens (few hundreds) of classes and relationships (types); very small number of designers/knowledge experts; descriptional component (schema) designed with GUI  Hundreds of thousands to several millions entities and relationships (instances/assertions)  Tens of knowledge sources; automatically populated by knowledge extractors  Primary scientific challenges faced: named entity identification, entity ambiguity resolution and data cleanup  Total effort: few person weeks

Ontology-driven Information Systems have becoming reality Software and practical tools to support key capabilities and requirements for such a system are now available:  Ontology creation and maintenance  Automatic Classification  Ontology-driven Automatic Semantic Metadata Extraction/Annotation and  Semantic normalization  Utilizing semantic metadata and ontology  Blended Semantic querying/browsing/analysis  Information and application integration  Analysis and discovery for business/market/national intelligence Achieved in the context of successful technology transfer from academic research (LSDIS lab, UGA’s SCORE technology) into commercial product (Semagix’s Freedom)

Example current applications of the semantic technology  CIRAS - Anti Money Laundering CIRAS - Anti Money Laundering  Passenger Threat Assessment System Passenger Threat Assessment System  Pharmaceutical Drug Discovery  Drug Trafficking Investigation  Financial Equity Workbench While applications typically serve enterprise users, they may use pan-Web data (from tens and hundreds of site/sources to in near future, entire Web). External demo page