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Personalized and diverse research topic recommendation for scholars: a graph convolutional network approach with large language model-based semantic enhancement

Crossref DOI link: https://doi.org/10.1007/s11192-025-05517-6

Published Online: 2026-01-17

Published Print: 2026-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Jiang, Huchen

Mao, Jin

Wang, Hao

Wu, Zhixiang https://orcid.org/0000-0002-9075-7722
Funding

Funding for this research was provided by:

Social Science Foundation Youth Program of China (No. 23CTQ027)
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Text and Data Mining valid from 2026-01-17

Version of Record valid from 2026-01-17
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Article History

Received: 13 March 2025

Accepted: 3 December 2025

First Online: 17 January 2026

Declarations

:

: The authors declare no competing interests.

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