Transformer-Based Multi-task Learning for Queuing Time Aware Next POI Recommendation

Author:

Halder Sajal,Lim Kwan Hui,Chan Jeffrey,Zhang Xiuzhen

Publisher

Springer International Publishing

Reference23 articles.

1. Alonso, H.M., Plank, B.: When is multitask learning effective? Semantic sequence prediction under varying data conditions. In: EACL, pp. 1–10 (2017)

2. Chang, B., Park, Y., Park, D., Kim, S., Kang, J.: Content-aware hierarchical point-of-interest embedding model for successive poi recommendation. In: IJCAI, pp. 3301–3307 (2018)

3. Chen, X., et al.: Sequential recommendation with user memory networks. In: WSDM, pp. 108–116 (2018)

4. Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)

5. Feng, S., Li, X., Zeng, Y., Cong, G., Chee, Y.M., Yuan, Q.: Personalized ranking metric embedding for next new poi recommendation. In: IJCAI (2015)

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