Query Expansion Methods and Performance Evaluation for Reusing Linking Open Data of the European Public Procurement Notices Code: TSI-020100-2010-919 José María Álvarez Rodríguez WESO-Universidad de Oviedo http://purl.org/weso/moldeas/ Tecnologías de Linked Data y sus aplicaciones en España (TLDE) CAEPIA 2011-Tenerife (Spain) 8th of November, 2011
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Query Expansion Methods and Performance Evaluation
for Reusing Linking Open Data of the
European Public Procurement Notices
Code: TSI-020100-2010-919
José María Álvarez RodríguezWESO-Universidad de Oviedohttp://purl.org/weso/moldeas/
Tecnologías de Linked Data y sus aplicaciones en España (TLDE)CAEPIA 2011-Tenerife (Spain)
8th of November, 2011
OverviewUse case & Context
SPARQL & Performance
Next Steps
Objective
Creation of a pan -european e-procurement platform
Covering almost every publicprocurement notices of the
European regions
E-procurement Long Tail
TEDBOE
(official bulletin of the Spanish Governement) BOPA
(official bulletin of the Asturian Governement)
To Be Able to answer to …
Which public procurement notices are relevant to Dutch companies (only SMEs) that
want to tender for contracts announced by local authorities with a total value lower than 170K € to procure “Road bridge construction work” and a two year duration in the Dutch -
speaking region of Flanders (Belgium)?
XML
TEDTED
RDFizing
CPVCPV
Services
(e.g. Searching,
Matchmaking &
Prediction)BOEBOE
……
NUTSNUTS
Organizations
BOPABOPA
RDFizing
EurovocEurovoc
Linked Data
Api
Pubby+Snorql
1
2
3
4
5
Structuring public procurement notices
Transforming government classifications
LOD enrichment
Providing new semantic-based services
Easing the access to thepublished data using the
LOD approach
Semantic
Methods
1,2,3 Preliminary Results
Information Triples Total
Common ProcurementVocabulary(2003 y 2008)
~300,00 ~11 millions of
RDF triples
Organizations ~5,000,000
NUTS 36,219
Public procurementnotices(2008-2011)
677,058
2,398,601
2,590,880
402,264
4 Semantic -basedServices
Problem of«Query Expansion » depending on the kind of
information variable
4 Methods of«QueryExpansion »
Expansion
Individual
Taxonomy-based
Directly
Syntactic Search
SpreadingActivation
Recommendingengine
Location
Georeasoning
User-based
Numeric
Fuzzy Logic
History-based
Correlation
Group
Recommendingengine
Remembering …
Which public procurement notices are relevant to Dutch companies (only SMEs) that
want to tender for contracts announced by local authorities with a total value lower than 170K € to procure “Road bridge construction work” and a two year duration in the Dutch -