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March 3, 2026
DUIC: User-descriptive intention guided clustering for personalized and understandable document partitions
JX
Jingjing Xue
RH
Ruizhang Huang
RB
Ruina Bai
Guizhou University
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Puntos clave
Document partitions improve clarity for users by aligning with their intentions and interests.
Key metric indicates that user-descriptive clustering led to a 30% increase in document satisfaction.
The approach utilizes intention-guided clustering techniques for optimizing document organization and retrieval.
Highlights the need for personalized methods in document management to enhance user experience.
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DUIC: User-descriptive intention guided clustering for personalized and understandable document partitions | Synapse
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Xue et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76096c6e9836116a2d7a5
https://doi.org/https://doi.org/10.1016/j.ipm.2026.104648