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Exploiting Information Extraction, Reasoning and Machine Learning for Relation Prediction
Published on 2012-07-046042 Views
The three most common approaches for deriving or predicting instantiated relations, i.e. triple statements (s, p, o), are information extraction, reasoning and relational machine learning. Information
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Presentation
Combining Information Extraction, Deductive Reasoning and Machine Learning for Relation Prediction00:00
Introduction (1)00:03
Introduction (2)01:19
Introduction (3)01:45
Introduction (4)02:28
Motivation (1)03:31
Motivation (2)06:29
Outline07:09
Matrix Representation for an RDF Graph (1)09:08
Matrix Representation for an RDF Graph (2)09:24
Proposed Framework for Combining IE, DR and ML (1)10:14
Proposed Framework for Combining IE, DR and ML (2)11:04
Proposed Framework for Combining IE, DR and ML (3)11:16
Proposed Framework for Combining IE, DR and ML (4)12:11
Proposed Framework for Combining IE, DR and ML (5)12:20
Proposed Framework for Combining IE, DR and ML (6)12:52
Proposed Framework for Combining IE, DR and ML (7)13:38
Proposed Framework for Combining IE, DR and ML (8)15:44
Experiments (1)16:53
Experiments (2)19:01
Conclusion21:35
Thanks22:26