FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890216969> ?p ?o ?g. }

• W2890216969 abstract "Concepts, which represent a group of different instances sharing common properties, are essential information in knowledge representation. Most conventional knowledge embedding methods encode both entities (concepts and instances) and relations as vectors in a low dimensional semantic space equally, ignoring the difference between concepts and instances. In this paper, we propose a novel knowledge graph embedding model named TransC by differentiating concepts and instances. Specifically, TransC encodes each concept in knowledge graph as a sphere and each instance as a vector in the same semantic space. We use the relative positions to model the relations between concepts and instances (i.e.,instanceOf), and the relations between concepts and sub-concepts (i.e., subClassOf). We evaluate our model on both link prediction and triple classification tasks on the dataset based on YAGO. Experimental results show that TransC outperforms state-of-the-art methods, and captures the semantic transitivity for instanceOf and subClassOf relation. Our codes and datasets can be obtained from https://github.com/davidlvxin/TransC." @default.
• W2890216969 created "2018-09-27" @default.
• W2890216969 creator A5000574920 @default.
• W2890216969 creator A5003324011 @default.
• W2890216969 creator A5026479991 @default.
• W2890216969 creator A5060498828 @default.
• W2890216969 date "2018-01-01" @default.
• W2890216969 modified "2023-10-02" @default.
• W2890216969 title "Differentiating Concepts and Instances for Knowledge Graph Embedding" @default.
• W2890216969 cites W1426956448 @default.
• W2890216969 cites W1533230146 @default.
• W2890216969 cites W2022166150 @default.
• W2890216969 cites W205829674 @default.
• W2890216969 cites W2073587810 @default.
• W2890216969 cites W2081580037 @default.
• W2890216969 cites W2094728533 @default.
• W2890216969 cites W2123713131 @default.
• W2890216969 cites W2127426251 @default.
• W2890216969 cites W2145544171 @default.
• W2890216969 cites W2153579005 @default.
• W2890216969 cites W2184957013 @default.
• W2890216969 cites W2250342289 @default.
• W2890216969 cites W2274308990 @default.
• W2890216969 cites W2283196293 @default.
• W2890216969 cites W2296268288 @default.
• W2890216969 cites W2433281745 @default.
• W2890216969 cites W2499696929 @default.
• W2890216969 cites W2514852614 @default.
• W2890216969 cites W2563063592 @default.
• W2890216969 cites W2571811098 @default.
• W2890216969 cites W2963276152 @default.
• W2890216969 cites W2963432357 @default.
• W2890216969 cites W2963534707 @default.
• W2890216969 doi "https://doi.org/10.18653/v1/d18-1222" @default.
• W2890216969 hasPublicationYear "2018" @default.
• W2890216969 type Work @default.
• W2890216969 sameAs 2890216969 @default.
• W2890216969 citedByCount "59" @default.
• W2890216969 countsByYear W28902169692019 @default.
• W2890216969 countsByYear W28902169692020 @default.
• W2890216969 countsByYear W28902169692021 @default.
• W2890216969 countsByYear W28902169692022 @default.
• W2890216969 countsByYear W28902169692023 @default.
• W2890216969 crossrefType "proceedings-article" @default.
• W2890216969 hasAuthorship W2890216969A5000574920 @default.
• W2890216969 hasAuthorship W2890216969A5003324011 @default.
• W2890216969 hasAuthorship W2890216969A5026479991 @default.
• W2890216969 hasAuthorship W2890216969A5060498828 @default.
• W2890216969 hasBestOaLocation W28902169691 @default.
• W2890216969 hasConcept C104317684 @default.
• W2890216969 hasConcept C114614502 @default.
• W2890216969 hasConcept C124101348 @default.
• W2890216969 hasConcept C132525143 @default.
• W2890216969 hasConcept C13336665 @default.
• W2890216969 hasConcept C154945302 @default.
• W2890216969 hasConcept C161301231 @default.
• W2890216969 hasConcept C17744445 @default.
• W2890216969 hasConcept C185592680 @default.
• W2890216969 hasConcept C191399111 @default.
• W2890216969 hasConcept C199539241 @default.
• W2890216969 hasConcept C2524010 @default.
• W2890216969 hasConcept C25343380 @default.
• W2890216969 hasConcept C2776359362 @default.
• W2890216969 hasConcept C2987255567 @default.
• W2890216969 hasConcept C33923547 @default.
• W2890216969 hasConcept C41008148 @default.
• W2890216969 hasConcept C41608201 @default.
• W2890216969 hasConcept C55493867 @default.
• W2890216969 hasConcept C66746571 @default.
• W2890216969 hasConcept C80444323 @default.
• W2890216969 hasConcept C94625758 @default.
• W2890216969 hasConceptScore W2890216969C104317684 @default.
• W2890216969 hasConceptScore W2890216969C114614502 @default.
• W2890216969 hasConceptScore W2890216969C124101348 @default.
• W2890216969 hasConceptScore W2890216969C132525143 @default.
• W2890216969 hasConceptScore W2890216969C13336665 @default.
• W2890216969 hasConceptScore W2890216969C154945302 @default.
• W2890216969 hasConceptScore W2890216969C161301231 @default.
• W2890216969 hasConceptScore W2890216969C17744445 @default.
• W2890216969 hasConceptScore W2890216969C185592680 @default.
• W2890216969 hasConceptScore W2890216969C191399111 @default.
• W2890216969 hasConceptScore W2890216969C199539241 @default.
• W2890216969 hasConceptScore W2890216969C2524010 @default.
• W2890216969 hasConceptScore W2890216969C25343380 @default.
• W2890216969 hasConceptScore W2890216969C2776359362 @default.
• W2890216969 hasConceptScore W2890216969C2987255567 @default.
• W2890216969 hasConceptScore W2890216969C33923547 @default.
• W2890216969 hasConceptScore W2890216969C41008148 @default.
• W2890216969 hasConceptScore W2890216969C41608201 @default.
• W2890216969 hasConceptScore W2890216969C55493867 @default.
• W2890216969 hasConceptScore W2890216969C66746571 @default.
• W2890216969 hasConceptScore W2890216969C80444323 @default.
• W2890216969 hasConceptScore W2890216969C94625758 @default.
• W2890216969 hasLocation W28902169691 @default.
• W2890216969 hasLocation W28902169692 @default.
• W2890216969 hasOpenAccess W2890216969 @default.
• W2890216969 hasPrimaryLocation W28902169691 @default.
• W2890216969 hasRelatedWork W2612667903 @default.
• W2890216969 hasRelatedWork W2793488029 @default.
• W2890216969 hasRelatedWork W2923818335 @default.

• next