Recommendation Techniques on a Knowledge Graph for Email Remarketing

机译：关于电子邮件再营销的知识图表的推荐技巧

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

The knowledge graph, which is an ontology based representation technique, is described to model the information necessary to conduct collaborative filtering, content-based filtering and knowledge based recommendation methods. Spreading activation and network science based recommendation methods are presented and evaluated. The evaluation measures are calculated on top list recommendations, where rating estimation is not necessary. In the experiment, click-through rates are measured and presented based on the email based remarketing activity of an electronic commerce system. Our primary result shows the improved recommendation quality of spreading activation based methods compared to the human expert.

机译：描述是基于本体的表示技术的知识图来描述进行进行协作滤波，基于内容的过滤和基于知识的推荐方法所需的信息。提出和评估了扩展激活和网络科学的推荐方法。评估措施按顶部列表建议计算，其中不需要评级估算。在实验中，基于电子商务系统的基于电子邮件的电子邮件的再营销活动来测量和呈现点击率。我们的主要结果显示了与人类专家相比扩散激活的方法的提高建议质量。

著录项

来源
《International Conference on Information, Process, and Knowledge Management》|2016年|131p|共6页
会议地点
作者
Laszlo Grad-Gyenge; Peter Filzmoser;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类 G20-53;
关键词
Knowledge graph; Recommender system; Spreading activation; Network science; Email remarketing;

机译：知识图;推荐系统;传播激活;网络科学;电子邮件再营销;

相似文献

外文文献
中文文献
专利

1. Assessment of the sonographer's knowledge on the second trimester ultrasound recommendations of the National Technical Committee of Ultrasound [évaluation des connaissances des échographistes sur les clichés d'échographie de dépistage du deuxième trimestre recommandés par le Comité technique national de l'échograpahie] [J] . MatarM., PiconeO., DalmonC., Journal de gyne?cologie, obste?trique et biologie de la reproduction. . 2013,第5期

机译：评估超声医师对国家超声技术委员会推荐的妊娠中期超声的知识[评估超声医师对超声技术委员会推荐的妊娠中期筛选超声图像的知识]
2. Assessment of the sonographer's knowledge on the second trimester ultrasound recommendations of the National Technical Committee of Ultrasound [évaluation des connaissances des échographistes sur les clichés d'échographie de dépistage du deuxième trimestre recommandés par le Comité technique national de l'échograpahie] [J] . MatarM., PiconeO., DalmonC., Journal de gyne?cologie, obste?trique et biologie de la reproduction. . 2013,第5期

机译：评估超声医师对国家超声技术委员会推荐的妊娠中期超声的知识[评估超声医师对超声技术委员会推荐的妊娠中期筛选超声图像的知识]
3. Content-based and knowledge graph-based paper recommendation: Exploring user preferences with the knowledge graphs for scientific paper recommendation [J] . Tang Hao, Liu Baisong, Qian Jiangbo Concurrency and computation: practice and experience . 2021,第13期

机译：基于内容和知识图形的论文建议：利用知识图表探索用户偏好，为科学论文推荐
4. Recommendation Techniques on a Knowledge Graph for Email Remarketing [C] . Laszlo Grad-Gyenge, Peter Filzmoser International Conference on Information, Process, and Knowledge Management . 2016

机译：关于电子邮件再营销的知识图表的推荐技巧
5. Data visualization techniques for knowledge discovery based on domain generalization graphs. [D] . Kaufmann, Shaun. 2002

机译：用于基于域泛化图的知识发现的数据可视化技术。
6. FoodKG: A Tool to Enrich Knowledge Graphs Using Machine Learning Techniques [O] . Mohamed Gharibi, Arun Zachariah, Praveen Rao 2020

机译：Foodkg：使用机器学习技术丰富知识图表的工具
7. The Boundaries of Natural Language Processing Techniques in Extracting Knowledge from Emails [O] . Anoud I. Bani-Hani, Chris J. Hinde, Sara Tedmori, 2012

机译：从电子邮件中提取知识的自然语言处理技术的边界
8. Recommendations for Applying Flash X-Radiographic (FXR) Techniques to the Study of Low-Density Material Ejected from Shocked Pb Surfaces [R] . Karioris, F. G., Fehl, D. L. 1980

机译：将闪光X射线照相（FXR）技术应用于研究从冲击的pb表面喷射的低密度材料的建议

Recommendation Techniques on a Knowledge Graph for Email Remarketing

摘要

著录项

相似文献

相关主题

期刊订阅