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MTCCM: A multi-task conflict control model for Web API recommendation with semantic enhancement | Synapse
March 3, 2026
MTCCM: A multi-task conflict control model for Web API recommendation with semantic enhancement
KC
Kezhou Chen
HZ
Heng Zhang
Guizhou University
ZC
Zhengming Chen
Guangdong University of Technology
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Key Points
The model improves web API recommendation by integrating semantic enhancements and conflict control strategies.
Notably, the multi-task learning framework effectively addresses multiple recommendation aspects at once.
Assessment using multi-task learning methodologies indicates robust performance across varied API datasets.
The findings suggest the model's application could notably enhance user engagement and API utility.
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Chen et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76073c6e9836116a2d36a
https://doi.org/https://doi.org/10.1016/j.asoc.2026.114749
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