Knowledge graphs (KGs) are key tools in many areas of natural language processing. They store human knowledge in a structured way. KGs are usually represented as triplets (subject, relationship, ...

インターネット検索や機械学習に欠かせないナレッジグラフは、グラフ構造でさまざまな知識を連結し、データを連係させて知識の探索や高度な分析を実行することができます。情報分野の学術雑誌「Communications of the ACM」が、人工知能と機械学習のベースと ...

To ensure the safety of industrial systems and reduce downtimes, fault diagnosis must be accurate and timely. A graph neural network-based method introduced in this paper is referred to as the ...