Metapaths: similarity search in heterogeneous knowledge graphs via meta-paths
Sign Up to like & getrecommendations! Published in 2023 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btad297
Abstract: Abstract Summary 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… read more here.
Keywords: meta paths; similarity search; heterogeneous knowledge; knowledge graphs ... See more keywords
Heterogeneous Knowledge Network for Visual Dialog
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3207228
Abstract: Visual dialog requires an agent to answer successive questions considering an image and dialog history, which is a classic vision-language task. Despite progress, there are still two key challenges: 1) parsing long or complex questions… read more here.
Keywords: knowledge network; dialog; heterogeneous knowledge; knowledge ... See more keywords
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3041904
Abstract: The widespread communication of academic ideas and research achievements through literature and media has generated massive academic big data. Analyzing such academic big data and discovering knowledge can discover comprehensive and predictive academic intelligence and… read more here.
Keywords: predictive academic; knowledge learning; heterogeneous knowledge; knowledge ... See more keywords