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Full-Text Articles in Physical Sciences and Mathematics
Automating Mini-Ontology Generation From Canonical Tables, Stephen G. Lynn
Automating Mini-Ontology Generation From Canonical Tables, Stephen G. Lynn
Theses and Dissertations
In this thesis work we develop and test MOGO (a Mini-Ontology GeneratOr.) MOGO automates the generation of mini-ontologies from canonicalized tables of data. This will help anyone trying to organize large amounts of existing data into a more searchable and accessible form. By using a number of different heuristic rules for selecting, enhancing, and modifying ontology elements, MOGO allows users to automatically, semi-automatically, or manually generate conceptual mini-ontologies from canonicalized tables of data. Ideally, MOGO operates fully automatically while allowing users to intervene to direct and correct when necessary so that they can always satisfactorily complete the translation of canonicalized …
A Tool To Support Ontology Creation Based On Incremental Mini-Ontology Merging, Zonghui Lian
A Tool To Support Ontology Creation Based On Incremental Mini-Ontology Merging, Zonghui Lian
Theses and Dissertations
This thesis addresses the problem of tool support for semi-automatic ontology mapping and merging. Solving this problem contributes to ontology creation and evolution by relieving users from tedious and time-consuming work. This thesis shows that a tool can be built that will take a “mini-ontology” and a “growing ontology” as input and make it possible to produce manually, semi-automatically, or automatically an extended growing ontology as output. Characteristics of this tool include: (1) a graphical, interactive user interface with features that will allow users to map and merge ontologies, and (2) a framework supporting pluggable, semi-automatic, and automatic mapping and …