Generating Recommendation Evidence Using Translation Model

Huang, Jizhou; Zhao, Shiqi; Ding, Shiqiang; Wu, Haiyang; Sun, Mingming; Wang, Haifeng

Generating Recommendation Evidence Using Translation Model

Jizhou Huang, Shiqi Zhao, Shiqiang Ding, Haiyang Wu, Mingming Sun, Haifeng Wang

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Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. Pages 2810-2815.

Abstract

Entity recommendation, providing entity suggestions relevant to the query that a user is searching for, has become a key feature of today's web search engine. Despite the fact that related entities are relevant to users' search queries, sometimes users cannot easily understand the recommended entities without evidences. This paper proposes a statistical model consisting of four sub-models to generate evidences for entities, which can help users better understand each recommended entity, and figure out the connections between the recommended entities and a given query. The experiments show that our method is domain independent, and can generate catchy and interesting evidences in the application of entity recommendation.

Jizhou Huang, Shiqi Zhao, Shiqiang Ding, Haiyang Wu, Mingming Sun, and Haifeng Wang. 2016. Generating Recommendation Evidence Using Translation Model. In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16. IJCAI, 2810–2815. https://ijcai.org/proceedings/2016/399

@inproceedings{ijcai2016p399,
  title     = {Generating Recommendation Evidence Using Translation Model},
  author    = {Huang, Jizhou and Zhao, Shiqi and Ding, Shiqiang and Wu, Haiyang and Sun, Mingming and Wang, Haifeng},
  booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-16}},
  publisher = {AAAI Press / International Joint Conferences on Artificial Intelligence},
  editor    = {Subbarao Kambhampati},
  pages     = {2810--2815},
  year      = {2016},
  month     = {7},
  url       = {https://ijcai.org/proceedings/2016/399},
}

TY  - CPAPER
TI  - Generating Recommendation Evidence Using Translation Model
AU  - Huang, Jizhou
AU  - Zhao, Shiqi
AU  - Ding, Shiqiang
AU  - Wu, Haiyang
AU  - Sun, Mingming
AU  - Wang, Haifeng
T2  - Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16
PB  - AAAI Press / International Joint Conferences on Artificial Intelligence
PY  - 2016
SP  - 2810
EP  - 2815
UR  - https://ijcai.org/proceedings/2016/399
ER  -