Matches in SemOpenAlex for { <https://semopenalex.org/work/W4368360413> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4368360413 abstract "Heterogeneous knowledge graphs (KGs) have enabled the modeling of complex systems, from genetic interaction graphs and protein-protein interaction networks to networks representing drugs, diseases, proteins, and side effects. Analytical methods for KGs rely on quantifying similarities between entities, such as nodes, in the graph. However, such methods must consider the diversity of node and edge types contained within the KG via, for example, defined sequences of entity types known as meta-paths. We present metapaths, the first R software package to implement meta-paths and perform meta-path-based similarity search in heterogeneous KGs. The metapaths package offers various built-in similarity metrics for node pair comparison by querying KGs represented as either edge or adjacency lists, as well as auxiliary aggregation methods to measure set-level relationships. Indeed, evaluation of these methods on an open-source biomedical KG recovered meaningful drug and disease-associated relationships, including those in Alzheimer's disease. The metapaths framework facilitates the scalable and flexible modeling of network similarities in KGs with applications across KG learning.The metapaths R package is available via GitHub at https://github.com/ayushnoori/metapaths and is released under MPL 2.0 (Zenodo DOI: 10.5281/zenodo.7047209). Package documentation and usage examples are available at https://www.ayushnoori.com/metapaths." @default.
- W4368360413 created "2023-05-05" @default.
- W4368360413 creator A5002031095 @default.
- W4368360413 creator A5026995526 @default.
- W4368360413 creator A5033357803 @default.
- W4368360413 creator A5086052373 @default.
- W4368360413 date "2023-05-01" @default.
- W4368360413 modified "2023-10-17" @default.
- W4368360413 title "<tt>Metapaths</tt>: similarity search in heterogeneous knowledge graphs via meta-paths" @default.
- W4368360413 cites W103340358 @default.
- W4368360413 cites W2187413858 @default.
- W4368360413 cites W2336207313 @default.
- W4368360413 cites W2883178971 @default.
- W4368360413 cites W2949311246 @default.
- W4368360413 cites W2996910652 @default.
- W4368360413 cites W3010336026 @default.
- W4368360413 cites W3093763138 @default.
- W4368360413 cites W3173429910 @default.
- W4368360413 cites W3200266566 @default.
- W4368360413 doi "https://doi.org/10.1093/bioinformatics/btad297" @default.
- W4368360413 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37140542" @default.
- W4368360413 hasPublicationYear "2023" @default.
- W4368360413 type Work @default.
- W4368360413 citedByCount "0" @default.
- W4368360413 crossrefType "journal-article" @default.
- W4368360413 hasAuthorship W4368360413A5002031095 @default.
- W4368360413 hasAuthorship W4368360413A5026995526 @default.
- W4368360413 hasAuthorship W4368360413A5033357803 @default.
- W4368360413 hasAuthorship W4368360413A5086052373 @default.
- W4368360413 hasBestOaLocation W43683604131 @default.
- W4368360413 hasConcept C103278499 @default.
- W4368360413 hasConcept C110484373 @default.
- W4368360413 hasConcept C112953755 @default.
- W4368360413 hasConcept C11413529 @default.
- W4368360413 hasConcept C115961682 @default.
- W4368360413 hasConcept C124101348 @default.
- W4368360413 hasConcept C127413603 @default.
- W4368360413 hasConcept C132525143 @default.
- W4368360413 hasConcept C154945302 @default.
- W4368360413 hasConcept C177264268 @default.
- W4368360413 hasConcept C180356752 @default.
- W4368360413 hasConcept C199360897 @default.
- W4368360413 hasConcept C23123220 @default.
- W4368360413 hasConcept C2777735758 @default.
- W4368360413 hasConcept C2777904410 @default.
- W4368360413 hasConcept C2911174283 @default.
- W4368360413 hasConcept C41008148 @default.
- W4368360413 hasConcept C48044578 @default.
- W4368360413 hasConcept C56666940 @default.
- W4368360413 hasConcept C62611344 @default.
- W4368360413 hasConcept C66938386 @default.
- W4368360413 hasConcept C77088390 @default.
- W4368360413 hasConcept C80444323 @default.
- W4368360413 hasConceptScore W4368360413C103278499 @default.
- W4368360413 hasConceptScore W4368360413C110484373 @default.
- W4368360413 hasConceptScore W4368360413C112953755 @default.
- W4368360413 hasConceptScore W4368360413C11413529 @default.
- W4368360413 hasConceptScore W4368360413C115961682 @default.
- W4368360413 hasConceptScore W4368360413C124101348 @default.
- W4368360413 hasConceptScore W4368360413C127413603 @default.
- W4368360413 hasConceptScore W4368360413C132525143 @default.
- W4368360413 hasConceptScore W4368360413C154945302 @default.
- W4368360413 hasConceptScore W4368360413C177264268 @default.
- W4368360413 hasConceptScore W4368360413C180356752 @default.
- W4368360413 hasConceptScore W4368360413C199360897 @default.
- W4368360413 hasConceptScore W4368360413C23123220 @default.
- W4368360413 hasConceptScore W4368360413C2777735758 @default.
- W4368360413 hasConceptScore W4368360413C2777904410 @default.
- W4368360413 hasConceptScore W4368360413C2911174283 @default.
- W4368360413 hasConceptScore W4368360413C41008148 @default.
- W4368360413 hasConceptScore W4368360413C48044578 @default.
- W4368360413 hasConceptScore W4368360413C56666940 @default.
- W4368360413 hasConceptScore W4368360413C62611344 @default.
- W4368360413 hasConceptScore W4368360413C66938386 @default.
- W4368360413 hasConceptScore W4368360413C77088390 @default.
- W4368360413 hasConceptScore W4368360413C80444323 @default.
- W4368360413 hasFunder F4320332161 @default.
- W4368360413 hasIssue "5" @default.
- W4368360413 hasLocation W43683604131 @default.
- W4368360413 hasLocation W43683604132 @default.
- W4368360413 hasLocation W43683604133 @default.
- W4368360413 hasOpenAccess W4368360413 @default.
- W4368360413 hasPrimaryLocation W43683604131 @default.
- W4368360413 hasRelatedWork W1873302840 @default.
- W4368360413 hasRelatedWork W1984733048 @default.
- W4368360413 hasRelatedWork W2043165415 @default.
- W4368360413 hasRelatedWork W2357871896 @default.
- W4368360413 hasRelatedWork W2405379563 @default.
- W4368360413 hasRelatedWork W2515260923 @default.
- W4368360413 hasRelatedWork W3164306936 @default.
- W4368360413 hasRelatedWork W3194558310 @default.
- W4368360413 hasRelatedWork W4287178724 @default.
- W4368360413 hasRelatedWork W4385849035 @default.
- W4368360413 hasVolume "39" @default.
- W4368360413 isParatext "false" @default.
- W4368360413 isRetracted "false" @default.
- W4368360413 workType "article" @default.