Personalized Stock Recommendation with Investors' Attention and Contextual Information

Author:

Takayanagi Takehiro1ORCID,Izumi Kiyoshi1ORCID,Kato Atsuo2ORCID,Tsunedomi Naoyuki3ORCID,Abe Yukina4ORCID

Affiliation:

1. The University of Tokyo, Tokyo, Japan

2. Daiwa Institute of Research Ltd., Tokyo, Japan

3. Daiwa Securities Group Inc., Tokyo, Japan

4. CONNECT Co.Ltd., Tokyo, Japan

Funder

JSPS Core-to-Core Program

Publisher

ACM

Reference17 articles.

1. Efficient top-n recommendation for very large scale binary rated datasets

2. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10. 18653/v1/N 19 - 1423 10.18653/v1 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10.18653/v1/N19-1423

3. LightGCN

4. Xiangnan He , Lizi Liao , Hanwang Zhang , Liqiang Nie , Xia Hu , and Tat-Seng Chua . 2017 . Neural Collaborative Filtering (WWW '17). International World Wide Web Conferences Steering Committee, 173--182 . Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, and Tat-Seng Chua. 2017. Neural Collaborative Filtering (WWW '17). International World Wide Web Conferences Steering Committee, 173--182.

5. Kiyoshi Izumi and Hiroki Sakaji . 2019 . Economic Causal-Chain Search using Text Mining Technology . In the First Workshop on Financial Technology and Natural Language Processing In conjunction with the 28th International Joint Conference on Artificial Intelligence. 61--65 . Kiyoshi Izumi and Hiroki Sakaji. 2019. Economic Causal-Chain Search using Text Mining Technology. In the First Workshop on Financial Technology and Natural Language Processing In conjunction with the 28th International Joint Conference on Artificial Intelligence. 61--65.

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