Nonnegative Matrix Factorization Based Heterogeneous Graph Embedding Method for Trigger-Action Programming in IoT

Yongheng Xing,Liang Hu,Xiaolu Zhang,Gang Wu,Feng Wang

IEEE Transactions on Industrial Informatics（2022）

引用 3|浏览20

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摘要

Nowadays, users can personalize Internet of Things (IoT) devices/web services via trigger-action programming (TAP). As the number of connected entities grows, the relations of triggers and actions become progressively complex (i.e., the heterogeneity of TAP), which becomes a challenge for existing models to completely preserve the heterogeneous data and semantic information in trigger and action. ...

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关键词

Internet of Things,Semantics,Programming,Feature extraction,Cameras,Data mining,Machine learning

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