四川大学学报（自然科学版）Issue(1)：45-50,6.DOI:10.3969/j.issn.0490-6756.2015.01.010
基于马尔科夫模型的移动设备链接预测研究
Research on link prediction based on Markov model for intelligent mobile terminal
摘要
Abstract
Traditional link prediction methods (e.g.,Markov)do not work well on mobile devices be-cause of the limited memory space and poor processor performance of the mobile device.Based on the Markov model,the authors proposed a new link prediction model for mobile devices,which combined the Markov model with the methods of frequent item sets mining.In the paper,the sector display inter-face was introduced into the link prediction field,which effectively reduced the users’visual search time and improved interaction efficiency of the model.In the experiments on mobile devices,the authors proved that the new prediction model obtained high coverage ,low complexity,high prediction accuracy and high prediction efficiency.关键词
链接预测/马尔科夫模型/扇形界面/交互效率Key words
Link prediction/Markov model/Sector interface/Interaction efficiency分类
信息技术与安全科学引用本文复制引用
刘磊,吴芝明,林涛,刘大瑞..基于马尔科夫模型的移动设备链接预测研究[J].四川大学学报（自然科学版）,2015,(1):45-50,6.基金项目
四川省科技支撑项目(2013GZX0138,2012GZ0091) （2013GZX0138,2012GZ0091）
