Ranking Methods for Networks
نویسندگان
چکیده
Glossary Ranking: sort objects according to some order. Query-dependent ranking: objects are assigned with different ranks according to different queries. Proximity ranking: objects are ranked according to proximity or similarity to other objects. Homogeneous information network: networks that contain one type of objects and one type of relationships. Heterogeneous information network: networks that contain more than one type of objects and/or one type of relationships. 2 Learning to rank: ranking are learned according to examples via supervised or semi-supervised methods. Definition Ranking objects in a network may refer to sorting the objects according to importance, information in the network.
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