A GNN Model with Adaptive Weights for Session-Based Recommendation Systems

Author:

Ozbay Begum1ORCID,Tugay Resul2ORCID,Oguducu Sule Gunduz3ORCID

Affiliation:

1. Computer Engineering, Istanbul Technical University, Turkey

2. Computer Engineering, Gazi University, Turkey

3. Artificial Intelligence and Data Engineering, Istanbul Technical University, Turkey

Publisher

ACM

Reference19 articles.

1. Yuan Cao, Xudong Zhang, Fan Zhang, Feifei Kou, Josiah Poon, Xiongnan Jin, Yongheng Wang, and Jinpeng Chen. 2023. SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation. (2 2023). http://arxiv.org/abs/2302.03997

2. Chuan Cui, Qi Shen, Shixuan Zhu, Yitong Pang, Yiming Zhang, Hanning Gao, and Zhihua Wei. 2021. Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation. (12 2021). http://arxiv.org/abs/2112.15352

3. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. (10 2018). http://arxiv.org/abs/1810.04805

4. Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation

5. Priyanka Gupta, Diksha Garg, Pankaj Malhotra, Lovekesh Vig, and Gautam Shroff. 2019. NISER: Normalized Item and Session Representations to Handle Popularity Bias. (9 2019). http://arxiv.org/abs/1909.04276

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