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Exploiting Information Extraction, Reasoning and Machine Learning for Relation Prediction
Published on Jul 04, 20126025 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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Chapter list
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