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The increasing focus on Web 3.0 is leading to automated creation andenrichment of ontologies and other linked datasets. Alongside automation,quality evaluation of enriched ontologies can impact software reliability andreuse. Current quality evaluation approaches oftentimes seek to evaluateontologies in either syntactic (degree of following ontology developmentguidelines) or semantic (degree of semantic validity of enrichedconcepts/relations) aspects. This paper proposes an ontology quality evaluationframework consisting of: (a) SynEvaluator and (b) SemValidator for evaluatingsyntactic and semantic aspects of ontologies respectively. SynEvaluator allowsdynamic task-specific creation and updation of syntactic rules at run-timewithout any need for programming. SemValidator uses Twitter-based expertise ofvalidators for semantic evaluation. The efficacy and validity of the frameworkis shown empirically on multiple ontologies.

A framework for syntactic and semantic quality evaluation of ontologies