1.5 Knowledge Engineering and The Web of Dataimranihsan.com/upload/lecture/SWS191-05.pdfmoon...
Transcript of 1.5 Knowledge Engineering and The Web of Dataimranihsan.com/upload/lecture/SWS191-05.pdfmoon...
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Imran IhsanAssistant Professor, Department of Computer ScienceAir University, Islamabad, Pakistanwww.imranihsan.com
Semantic Web
Lectures Adapted From:
Dr. Herald Sack
Hasso-Plattner Institute for IT Engineering
University of Potsdam
1.5Knowledge Engineering andThe Web of DataHow to use the Web of Data
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Linked Data
Linked Open Data (LOD) denote publically available (RDF) Data in the Web, identified via URI and accessible via HTTP. Linked data link to other data via URI.
The Web of Data
9,960 datasets
>85 billion facts
>800 million links
(Aug. 2015)
http://stats.lod2.edu/
http://lod-cloud.net/
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BBC Music
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What is so special about the BBC Music?
Information is dynamically aggregated from external, publically available data (Wikipedia, MusicBrainz, Last.FM, Discogs, …)
No Screen Scrapping
No Specialized API
All Data available as Linked Open Data
Data Access via simple HTTP Request
Data is always up-to-date without manual interaction
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Document Retrieval & Semantic Annotation
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Document Retrieval & Semantic Annotation
Named Entity
StructuredData
Recommendations
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From Document to Fact Retrieval
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Computational Knowledge Engine
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The Renaissance of “Soft AI”
The current success of semantic technologies lies in the combination with
traditional information retrieval approaches
soft AI (machine learning, knowledge mining, etc.) and
lots of statistics.
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From Retrieval to Exploration