Schemas and Models (2002)
by
David Jensen
,
Jennifer Neville
| Venue: | IN PROCEEDINGS OF THE SIGKDD-2002 WORKSHOP ON MULTI-RELATIONAL LEARNING |
| Citations: | 10 - 1 self |
BibTeX
@INPROCEEDINGS{Jensen02schemasand,
author = {David Jensen and Jennifer Neville},
title = {Schemas and Models},
booktitle = {IN PROCEEDINGS OF THE SIGKDD-2002 WORKSHOP ON MULTI-RELATIONAL LEARNING},
year = {2002},
pages = {56--70},
publisher = {}
}
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Abstract
We propose the Schema-Model Framework, which characterizes algorithms that learn probabilistic models from relational data as having two parts: a schema that identifies sets of related data items and groups them into relevant categories; and a model that allows probabilistic inference about those data items. The framework
