Graph attention and text semantics improve personalized recommendation.

Sci Rep · 2026 · PMC13062156 · PMID 41946789

Europe PMC DOI

hedged sentence

—

closest p

—

boldest claim

The sentences

highly significantno p-value reported

Therefore, combining graph attention mechanisms with big data text features in personalized recommendation algorithms is highly significant.

also in 132,142 other papers

Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.