Personalized Push Notifications for News Recommendation

被引：0

作者：

Loni, Babak ^{[1
]}

Schuth, Anne ^{[1
]}

de Haas, Lucas ^{[1
]}

Jansze, Jeroen ^{[1
]}

Visser, Vasco ^{[1
]}

van der Wees, Marlies ^{[1
]}

机构：

[1] DPG Media, Amsterdam, Netherlands

来源：

2ND WORKSHOP ON ONLINE RECOMMENDER SYSTEMS AND USER MODELING, VOL 109 | 2019年 / 109卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Push notifications on mobile devices are an important way for users to stay up to date with news. Push notifications can also be a major source of annoyance for users: being interrupted at the wrong time for something you do not care about is frustrating. It is crucial to ensure the right push is sent to the right user at the right moment. In this paper we address this problem of personalized push notifications. We introduce our streaming push personalization pipeline, describe how we personalize pushes, discuss challenges, and end with open questions.

引用

下载

页码：36 / 45

页数：10

共 50 条

[21] Personalized News Recommendation: A Review and an Experimental Investigation
Li, Lei
Wang, Ding-Ding
Zhu, Shun-Zhi
Li, Tao
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2011, 26 (05) : 754 - 766
[22] A hybrid approach for personalized recommendation of news on the Web
Wen, Hao
Fang, Liping
Guan, Ling
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (05) : 5806 - 5814
[23] The Design and Implementation of Personalized News Recommendation System
Han, Xuejiao
Shang, Wenqian
Feng, Shuchao
2015 IEEE/ACIS 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2015, : 551 - 554
[24] Newsaday: A Personalized Thai News Recommendation System
Suppasert, Paniddaporn
Pungprasert, Ravikarn
Putkhaw, Kamonchanok
Tuarob, Suppawong
2017 6TH ICT INTERNATIONAL STUDENT PROJECT CONFERENCE (ICT-ISPC), 2017,
[25] Design of Personalized News Comments Recommendation System
Zhou, Mingnan
Shi, Ruisheng
Xu, Zhaozhen
He, Yuan
Zhou, Yiyi
Lan, Lina
DATA SCIENCE, 2015, 9208 : 1 - 5
[26] Personalized News Recommendation:A Review and an Experimental Investigation
李磊
王丁丁
朱顺痣
李涛
Journal of Computer Science & Technology, 2011, 26 (05) : 754 - 766
[27] Taxonomy Based Personalized News Recommendation: Novelty and Diversity
Rao, Junyang
Jia, Aixia
Feng, Yansong
Zhao, Dongyan
WEB INFORMATION SYSTEMS ENGINEERING - WISE 2013, PT I, 2013, 8180 : 209 - 218
[28] Personalized News Recommendation Based on the Text and Image Integration
Yang, Kehua
Long, Shaosong
Zhang, Wei
Yao, Jiqing
Liu, Jing
CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 64 (01): : 557 - 570
[29] Personalized news recommendation based on articles chain building
Wanrong Gu
Shoubin Dong
Mingquan Chen
Neural Computing and Applications, 2016, 27 : 1263 - 1272
[30] Personalized news recommendation via implicit social experts
Lin, Chen
Xie, Runquan
Guan, Xinjun
Li, Lei
Li, Tao
INFORMATION SCIENCES, 2014, 254 : 1 - 18

← 1 2 3 4 5 →