Ontology highlight
ABSTRACT:
SUBMITTER: Shi Y
PROVIDER: S-EPMC6135265 | biostudies-literature | 2018
REPOSITORIES: biostudies-literature
Proceedings of the ... SIAM International Conference on Data Mining. SIAM International Conference on Data Mining 20180101
Heterogeneous information networks (HINs) are ubiquitous in real-world applications. Due to the heterogeneity in HINs, the typed edges may not fully align with each other. In order to capture the semantic subtlety, we propose the concept of aspects with each aspect being a unit representing one underlying semantic facet. Meanwhile, network embedding has emerged as a powerful method for learning network representation, where the learned embedding can be used as features in various downstream appl ...[more]