政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/84107

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | 全文筆數/總筆數 : 114420/145447 (79%)
造訪人次 : 53280282 線上人數 : 699

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

政大機構典藏 > 資訊學院 > 資訊科學系 > 會議論文 > Item 140.119/84107

請使用永久網址來引用或連結此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/84107

題名:	Mining Sequential Application Usage Patterns with Time Constraint of Smartphone Users
作者:	Tseng, W.-R.;Hsu, K.-W. 徐國偉
貢獻者:	資科系
關鍵詞:	Sequential Pattern Mining, Smartphone Application, Smartphone Usage
日期:	2014-06
上傳時間:	2016-04-11 16:03:06 (UTC+8)
摘要:	Smartphones are mobile phones with extended functionality and have brought changes to our daily lives. The main feature of smartphones is that the developers can create applications that users can use to personalize their smartphones. As both the number of smartphone users and the number of available smartphone applications increase, it is practically important to study how users use the applications on their smartphones. Thus, we apply a sequential pattern mining technique to a set of smartphone logs collected from several users over several months. This paper presents a data preprocessing process that transforms the logs to sessions. It also presents an algorithm designed to mine sequential patterns with constraint on the maximum time interval between applications used in a session. It further presents interesting patterns generated by using different time intervals. This paper contributes to behavior analysis of smartphone users by providing an approach used to discover patterns from smartphone logs and by providing a discussion about the discovered patterns. What presented in this paper could be beneficial to the developers of smartphone applications.
關聯:	International Conference on Cyber Behavior (CB), Taipei, Taiwan, June 18-20, 2014, 1-11
資料類型:	conference
顯示於類別:	[資訊科學系] 會議論文

文件中的檔案:

檔案	描述	大小	格式	瀏覽次數
1-11.pdf		82Kb	Adobe PDF2	404	檢視/開啟

在政大典藏中所有的資料項目都受到原著作權保護.

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

資料載入中.....