INSERT (INter-SEssion collaborative Recommender neTwork)

The pytorch implementation of Wenzhuo Song, Shoujin Wang, Yan Wang, Shengsheng Wang. Next-item Recommendations in Short Sessions[C]. The 15th ACM Conference on Recommender Systems (ACM RecSys), 2021

Dependencies

• pytorch
• dgl=0.4.3post2
• sklearn
• progressbar

References

If you find the code is useful for your research, please cite the following paper in your publication.

[1] Wenzhuo Song, Shoujin Wang, Yan Wang, Shengsheng Wang. Next-item Recommendations in Short Sessions[C]. The 15th ACM Conference on Recommender Systems (ACM RecSys), 2021

or

@inbook{10.1145/3460231.3474238,
author = {Song, Wenzhuo and Wang, Shoujin and Wang, Yan and Wang, Shengsheng},
title = {Next-Item Recommendations in Short Sessions},
year = {2021},
isbn = {9781450384582},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3460231.3474238},
booktitle = {Fifteenth ACM Conference on Recommender Systems},
pages = {282–291},
numpages = {10}
}