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Automatic Identification of Ontology Versions Using Machine Learning Techniques
Published on Jul 07, 20113773 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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Chapter list
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