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Vom Web der vernetzten Daten zum Web vernetzten Wissens S ö ren Auer. LOD achievements and challenges. Web - a global, distributed platform for data, information and knowledge integration
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Vom Web der vernetzten Daten zum Web vernetzten WissensSören Auer
LOD achievements and challenges • Web - a global, distributed platform for data, information and knowledge integration • exposing, sharing, and connecting pieces of data, information, and knowledge on the Semantic Web using URIs and RDF • Achievements Extension of the Web with a data commons (25B facts vibrant, global RTD community Industrial uptake begins (e.g. BBC, Thomson Reuters, Eli Lilly) Emerging governmental adoption in sight Establishing Linked Data as a deployment path for the Semantic Web. • Challenges • Coherence: Relatively few, expensively maintained links • Quality: partly low quality data and inconsistencies • Performance: Still substantial penalties comparedto relational • Data consumption: large-scale processing, schema mapping and data fusion still in its infancy • Usability: Establishing direct end-user tools and network effect April 2008 July 2007 September 2008 July 2009
Linked DataLifecycle Challenges
AKSW Data Web Building Blocks Vakantieland Building Data Web applications OntoWiki Collaborative creation of explicit knowledge via Semantic Wikis RDB2RDF Mapping relational data to RDF SoftWiki Distributed, stakeholder driven Requirements Engineering DL-Learner Machine Learning for Ontologies DBpedia “Semantification” ofWikipedia OpenResearch.org A semantic Wiki for the sciences ORE Ontology Enrichment & Repair LinkedGeoData “Semantification” of OpenStreetMaps xOperator Combining Instant Messaging with the Data Web LIMES Link Discovery Framework formetricspaces Triplify “Semantification” of (small) Web Applications CatalogusProfessorum Prosopographical knowledge base RDF Query Subsumption& View Maintenance Scaling triple stores LESS Semantification Syndication … Foundations Marrying databases with RDFand ontologies Applications Bringing the Data Web to end users Tools
Vielen Dank für Ihre Aufmersamkeit! • Sören Auer • http://www.informatik.uni-leipzig.de/~auer/ | http://aksw.org | http://lod2.org • auer@uni-leipzig.de
LOD2 in a Nutshell • Research focus • Very large RDF datamanagement • Enrichment &Interlinking • Fusion & InformationQuality • Adaptive UI interfaces • Use Cases • Media & Publishing • Enterprise Data Webs • Open Gov Data • Partners • Uni Leipzig, DERI Galway, FU Berlin, Semantic Web Company, OpenLink, Tenforce, Exalead, WoltersKluwer, OKFN