Statistical relational learning: Difference between revisions

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* [[collective classification]], i.e. the (simultaneous) [[classification (machine learning)|prediction of the class]] of several objects given objects' attributes and their relations
* [[link prediction]], i.e. predicting whether or not two or more objects are related
* [[link-based clustering]], i.e. the [[cluster analysis|grouping]] of similar objects, where similarity is determined according to the links of an object, and the related task of [[collaborative filtering]], i.e. the filtering for information that is relevant to an entity (where a piece of information is considered relevant to an entity if it is known to be relevant to a similar entity).
* [[social network]] modelling
* [[record linkage|object identification/entity resolution/record linkage]], i.e. the identification of equivalent entries in two or more separate databases/datasets