Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules

Author:

Zhang Wen1,Deng Shumin1,Chen Mingyang1,Wang Liang2,Chen Qiang2,Xiong Feiyu2,Liu Xiangwen2,Chen Huajun1

Affiliation:

1. Zhejiang University, China

2. Alibaba Group, China

Funder

national keyresearch program

NSFC

Publisher

ACM

Reference53 articles.

1. Molood Barati , Quan Bai , and Qing Liu . 2016 . SWARM: An Approach for Mining Semantic Association Rules from Semantic Web Data. In PRICAI(Lecture Notes in Computer Science, Vol. 9810) . Springer , 30–43. Molood Barati, Quan Bai, and Qing Liu. 2016. SWARM: An Approach for Mining Semantic Association Rules from Semantic Web Data. In PRICAI(Lecture Notes in Computer Science, Vol. 9810). Springer, 30–43.

2. Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In NIPS. 2787–2795. Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In NIPS. 2787–2795.

3. Joan Bruna , Wojciech Zaremba , Arthur Szlam , and Yann LeCun . 2014. Spectral Networks and Locally Connected Networks on Graphs . In ICLR . http://arxiv.org/abs/1312.6203 Joan Bruna, Wojciech Zaremba, Arthur Szlam, and Yann LeCun. 2014. Spectral Networks and Locally Connected Networks on Graphs. In ICLR. http://arxiv.org/abs/1312.6203

4. Kyunghyun Cho Bart van Merrienboer Çaglar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. In EMNLP. ACL 1724–1734. Kyunghyun Cho Bart van Merrienboer Çaglar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. In EMNLP. ACL 1724–1734.

5. Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar Akshay Krishnamurthy Alex Smola and Andrew McCallum. 2018. Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning. In ICLR. https://openreview.net/forum?id=Syg-YfWCW Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar Akshay Krishnamurthy Alex Smola and Andrew McCallum. 2018. Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning. In ICLR. https://openreview.net/forum?id=Syg-YfWCW

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