This repo will contain anything we plan to make public of the large-scale comprehensive e-commerce knowledge graph AliCoCo, which is practiced in Alibaba, the largest Chinese e-commerce platform and one of the largest multi-lingual e-commerce platforms around the world.
For details about AliCoCo 1.0, check our latest SIGMOD paper:
AliCoCo: Alibaba E-commerce Cognitive Concept Net.
Xusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinhang Wu, Qiang Li, Keping Yang and Kenny Q. Zhu.
In Proceedings of The 2020 International Conference on Management of Data (SIGMOD 2020)
The following works are based on AliCoCo:
Conceptualize and Infer User Needs in E-commerce.
Xusheng Luo, Yonghua Yang, Kenny Q. Zhu, Yu Gong and Keping Yang.
In Proceedings of The 28th ACM International Conference on Information and Knowledge Management (CIKM 2019)
M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems.
Menghan Wang, Yujie Lin, Guli Lin, Keping Yang and Xiao-ming Wu.
In Proceedings of The 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020)
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation.
Yufei Feng, Binbin Hu, Fuyu Lv, Qingwen Liu, Zhiqiang Zhang and Wenwu Ou.
In Proceedings of The 43rd ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction.
In Proceedings of The 29th ACM International Conference on Information and Knowledge Management (CIKM 2020)
Semantics-Enhanced Slogan Generation in E-commerce.
IQuS: A Dataset for Informal Query Understanding in E-Commerce with Machine Reading Comprehension.