Multi-Slot Memory With Dynamic Gating: A Multi-Task Framework for Interpretable Sequential Recommendation in Niche POI Scenarios

Sequential point-of-interest (POI) recommendation in niche cultural-tourism settings must capture users’ parallel interests and rapid intent shifts. This study proposes a transparent multi-task framework that combines a multi-slot user memory with a dynamic gating network to jointly predi...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Main Authors: Zhaoqi Ma, Jiansong Tang, Ryosuke Saga
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2025-01-01
Serier:IEEE Access
Fag:
Dynamic gating
interpretable recommendation
memory networks
multi-intent behavior
multi-task learning
sequential recommendation
Online adgang:https://ieeexplore.ieee.org/document/11245485/
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker