Online-offline Consistency Exploration Based on the Alternating Direction Method of Multipliers

被引：0
|
作者：
Lv, Tianqi [1 ]
Song, Jiaming [1 ]
Wang, Xiaojuan [1 ]
Liu, Nianhao [1 ]
Chen, Mo [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Beijing 100876, Peoples R China
来源：
2016 11TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE) | 2016年
关键词：
Alternating Direction Method of Multipliers; online and offline behavior; Consistency; CREDIBILITY;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Nowadays, online social network has become one of the main tools which people communicate with each other every day. The online users' behavior is a large amount of high dimension data. However, is online and offline behavior the mapping relation? This paper explores whether there is consistency between online and offline behavior using the Alternating Direction Method of Multipliers (ADMM) algorithm. The ADMM is becoming more and more popular recently, due to it can solve the problem of large-scale and complex data sets. ADMM was designed to solve the convex optimization problem. It is an iterative method that minimizes the objective augmented Lagrangian function.
引用
收藏
页码：617 / 620
页数：4
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