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An Efficient Metric of Automatic Weight Generation for Properties in Instance Matching Technique

Md. Hanif Seddiqui, Rudra Pratap Deb Nath, Masaki Aono
2015 International journal of Web & Semantic Technology  
The proliferation of heterogeneous data sources of semantic knowledge base intensifies the need of an automatic instance matching technique.  ...  Therefore, identifying an appropriate metric for generating weight for a property automatically is nevertheless a formidable task.  ...  were Combinatorial Optimization for Data Integration (CODI) [20] , Automated Semantic Mapping of Ontologies with Validation (ASMOV) [35] and RiMOM [19] .  ... 
doi:10.5121/ijwest.2015.6101 fatcat:zxjmnmg3dndo3h5ixnje4tozqe

Experiences from the anatomy track in the ontology alignment evaluation initiative

Zlatan Dragisic, Valentina Ivanova, Huanyu Li, Patrick Lambrix
2017 Journal of Biomedical Semantics  
The only official results of the campaign, however, are on the OAEI web site.  ...  OAEI 2014 offered 7 tracks with 9 test cases followed by 14 participants. Since 2010, the campaign has been using a new evaluation modality which provides more automation to the evaluation.  ...  of the data set.  ... 
doi:10.1186/s13326-017-0166-5 pmid:29202830 pmcid:PMC5715990 fatcat:zvet5vb6zncxnlgd225ndhcik4

The properties of property alignment on the semantic web

Catia Pesquita, Helena B. McCurdy, Daniela Oliveira, Michelle Cheatham
2018 International Journal of Metadata, Semantics and Ontologies  
Finally, we apply our system to a real-world test case and analyze the results. iii  ...  Our property-centric string metric can be configured for either high precision or high recall.  ...  Thresholds for the matchers' results were set at a value that optimized f-measure Figure 3 .3).  ... 
doi:10.1504/ijmso.2018.10017850 fatcat:gailcts4enc6ddglas6gu7ogzq

The properties of property alignment on the semantic web

Michelle Cheatham, Catia Pesquita, Daniela Oliveira, Helena B. McCurdy
2018 International Journal of Metadata, Semantics and Ontologies  
Finally, we apply our system to a real-world test case and analyze the results. iii  ...  Our property-centric string metric can be configured for either high precision or high recall.  ...  Thresholds for the matchers' results were set at a value that optimized f-measure Figure 3 .3).  ... 
doi:10.1504/ijmso.2018.096452 fatcat:pwpjnfmhfrarvclfugkndhpp7y

Memetic algorithms for ontology alignment [article]

Autilia Vitiello, Universita' Degli Studi Di Salerno, Universita' Degli Studi Di Salerno
2014
Semantic interoperability represents the capability of two or more systems to meaningfully and accurately interpret the exchanged data so as to produce useful results.  ...  This means that the subjectivity of the ontology modeling results in the creation of heterogeneous ontologies characterized by terminological and conceptual discrepancies.  ...  Vincenzo Loia, for the possibility to work under his supervision and for allowing me to follow and develop my ideas freely.  ... 
doi:10.14273/unisa-45 fatcat:klmkwy7oj5axnnj47a2sdvr65i