A Recommender System for Complex Real-World Applications with Nonlinear Dependencies and Knowledge Graph Context

Author:

Hildebrandt Marcel,Sunder Swathi Shyam,Mogoreanu Serghei,Joblin Mitchell,Mehta Akhil,Thon Ingo,Tresp Volker

Publisher

Springer International Publishing

Reference16 articles.

1. Bell, R.M., Koren, Y., Volinsky, C.: The Bellkor 2008 solution to the Netflix prize. Statistics Research Department at AT&T Research 1 (2008)

2. Bengio, Y., Courville, A., Vincent, P.: Representation learning: a review and new perspectives. ArXiv e-prints, June 2012

3. Bordes, A., Usunier, N., Garcia-Duran, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: Advances in Neural Information Processing Systems, pp. 2787–2795 (2013)

4. Burke, R.: Hybrid recommender systems: survey and experiments. User Model. User-Adapt. Interact. 12(4), 331–370 (2002)

5. Choi, S.M., Han, Y.S.: A content recommendation system based on category correlations. In: 2010 Fifth International Multi-Conference on Computing in the Global Information Technology (ICCGI), pp. 66–70. IEEE (2010)

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Methods for concept analysis and multi-relational data mining: a systematic literature review;Knowledge and Information Systems;2024-05-30

2. KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs;ACM Transactions on Recommender Systems;2023-11-16

3. LorenTzE: Temporal Knowledge Graph Embedding Based on Lorentz Transformation;Artificial Neural Networks and Machine Learning – ICANN 2023;2023

4. Improving Re-rankCCP with Rules Quality Measures;Annals of Computer Science and Information Systems;2022-09-26

5. Relational representation learning with spike trains;2022 International Joint Conference on Neural Networks (IJCNN);2022-07-18

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3