Search Results for author: Umaporn Padungkiatwattana

Found 2 papers, 2 papers with code

PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation

1 code implementation • IEEE Access 2022 • Umaporn Padungkiatwattana, Saranya Maneeroj

In this paper, we propose a novel integral model for personalized hashtag recommendation named PAC-MAN, which explores high-order multiple relations to model fruitful user and hashtag representation before fusing with word representation for word-level personalization and integrating with sequenceless hashtag correlation for the recommendation.

Recommendation Systems Relation +1

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ARERec: Attentive Local Interaction Model for Sequential Recommendation

1 code implementation • IEEE Access 2022 • Umaporn Padungkiatwattana, Thitiya Sae-Diae, Saranya Maneeroj, Atsuhiro Takasu

The aim is to model user and item behavior over the user–item interaction sequence while considering local representations that contain specific characteristics of both user and item in the sequence.

Collaborative Filtering Sequential Recommendation

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Code

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