Feb. 8, 2024, 5:43 a.m. | Jinghong Li Huy Phan Wen Gu Koichi Ota Shinobu Hasegawa

cs.LG updates on arXiv.org arxiv.org

Research surveys have always posed a challenge for beginner researchers who lack of research training. These researchers struggle to understand the directions within their research topic, and the discovery of new research findings within a short time. One way to provide intuitive assistance to beginner researchers is by offering relevant knowledge graphs(KG) and recommending related academic papers. However, existing navigation knowledge graphs primarily rely on keywords in the research field and often fail to present the logical hierarchy among multiple …

academic beginner challenge cs.cl cs.dl cs.lg discovery graph graphs hierarchical insight knowledge knowledge graph knowledge graphs research researchers struggle survey surveys training tree

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