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Automatic Identification of Ontology Versions Using Machine Learning Techniques
Published on 2011-07-073779 Views
When different versions of an ontology are published online, the links between them are often lost as the standard mechanisms (such as owl:versionInfo and owl:priorVersion) to expose these links are r
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Presentation
Automatic Identi cation of Ontology Versions Using Machine Learning Techniques00:00
Why Do We Need This? - 100:16
Why Do We Need This? - 201:02
Problem01:45
How To Select Candidate Version of Ontologies?02:38
Identifying Versioning Information Patterns - 103:14
Main Steps To Detect Candidate Versions - 103:54
Main Steps To Detect Candidate Versions - 203:56
Main Steps To Detect Candidate Versions - 304:13
How To Decide Whether The Candidates Are Versions Or Not?04:37
Set Of Attributes: 1) Length of Chain - 105:39
Set Of Attributes: 1) Length of Chain - 206:42
Set Of Attributes: 2) Similarity Measures06:52
Set Of Attributes: 3) Ontology Versioning Pattern Rules07:48
Applying ML Classi fiers: Generating Dataset - 108:28
Applying ML Classifi ers: Generating Dataset - 208:34
Applying ML Classifi ers: Generating Dataset - 309:18
Applying ML Classifi ers: Performances - 109:40
Applying ML Classi fiers: Performances - 210:12
Applying ML Classifi ers: Performances - 310:22
Analysis Of The Attributes - 110:28
Analysis Of The Attributes - 210:40
Conclusion and Future Work12:07
Practical point of view14:15
Thank You15:02