Search Results for author: Avinash Akella

Found 2 papers, 0 papers with code

Large Language Models as Conversational Movie Recommenders: A User Study

no code implementations29 Apr 2024 Ruixuan Sun, Xinyi Li, Avinash Akella, Joseph A. Konstan

This paper explores the effectiveness of using large language models (LLMs) for personalized movie recommendations from users' perspectives in an online field experiment.

What Are We Optimizing For? A Human-centric Evaluation of Deep Learning-based Movie Recommenders

no code implementations21 Jan 2024 Ruixuan Sun, Xinyi Wu, Avinash Akella, Ruoyan Kong, Bart Knijnenburg, Joseph A. Konstan

In the past decade, deep learning (DL) models have gained prominence for their exceptional accuracy on benchmark datasets in recommender systems (RecSys).

Recommendation Systems

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