Knowledge graph representation learning (KGRL) or knowledge graph embedding (KGE)
plays a crucial role in AI applications for knowledge construction and information …

With the explosive increase of online learning resources, how to provide students with
personalized learning resources and achieve the goal of precise teaching has become a …

Forecasting international trade flows is crucial for understanding global economic activity
and serving as critical economic indicators used by economists and policymakers with …

Due to the great advances in information technology, an increasing number of social
platforms have appeared. Friend recommendation is an important task in social media, but …

Online education has become an important part of education services. Faced with the vast
online learning resources, how to provide students with personalized learning resources …

平衡图划分是改善并行图计算性能的关键. 一个良好的划分算法应保证划分后的子图在负载均衡
的前提下, 减少子图之间的交互边(切割边) 规模, 从而减少网络通信. 对此 …

Link prediction is a key technique for connecting entities and relationships in a graph
reasoning field. It leverages known information about the graph structure data to predict …

This thesis presents a quality improvement approach named the Mapping Quality
Improvement (MQI) Framework designed to improve and maintain quality in the publication …