Sequential citation counts prediction enhanced by dynamic contents

Guoxiu He, Sichen Gu, Zhikai Xue, Yufeng Duan, Xiaomin Zhu

Abstract: Highlights•Capture the evolving focus within the fixed content when estimating papers' future impacts.•Propose novel sequential citation prediction approach, DICTA, which incorporates a module with dynamic perspectives.•Conduct extensive experiments and achieve state-of-the-art performance on two real-world datasets.