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DeFacto - Deep Fact Validation

Published on Dec 03, 20122569 Views

One of the main tasks when creating and maintaining knowledge bases is to validate facts and provide sources for them in order to ensure correctness and traceability of the provided knowledge. So far,

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Chapter list

DeFacto - Deep Fact Validation00:00
Motivation00:23
Architecture of Deep Fact Validation - 101:35
BOA - Bootstrapping Linked Data03:19
Training BOA for DeFacto04:54
Automatic Search Query Generation06:31
Architecture of Deep Fact Validation - 207:17
Proof Search and Confirmation07:27
Architecture of Deep Fact Validation - 310:22
Trustworthiness Analysis of Webpages10:29
Trustworthiness Features11:21
Architecture of Deep Fact Validation - 412:21
Features for Deep Fact Validation12:31
Evaluation14:42
Data Generation - Positive Data15:26
Data Generation - Subject16:37
Data Generation - Object17:07
Data Generation - Subject-Object17:19
Data Generation - Property17:26
Data Generation - Random17:35
Data Generation - 20% Mix17:46
Evaluation Results18:03
Discussion of Results18:51
Demo20:21
Conclusion & Future Work22:20
Thank you!23:30