A personality-guided preference aggregator for ephemeral group recommendation

Open Webpage

Guangze Ye, Wen Wu, Liye Shi, Wenxin Hu, Xi Chen, Liang He

Published: 01 Jan 2024, Last Modified: 13 May 2025Appl. Soft Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposing a personality-guided aggregator to enhance ephemeral group recommendation.•Extracting implicit personality from user comments.•Defining group personality using hyper-rectangle.•Using group personality to address data sparsity in ephemeral group recommendation.•Employing a personality attention mechanism to enhance explainability.