National Changhua University of Education Institutional Repository : Item 987654321/15879
English  |  正體中文  |  简体中文  |  全文筆數/總筆數 : 6507/11669
造訪人次 : 30697171      線上人數 : 271
RC Version 3.2 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜尋範圍 進階搜尋

請使用永久網址來引用或連結此文件: http://ir.ncue.edu.tw/ir/handle/987654321/15879

題名: Discovery of Temporal Patterns from Process Instances
作者: Hwang, San-Yih;Wei, Chih-Ping;Yang, Wan-Shiou
貢獻者: 資訊管理學系
關鍵詞: Process mining;Knowledge discovery;Data mining;Temporal patterns;Association rules;Sequential patterns
日期: 2004-04
上傳時間: 2013-03-27T06:47:49Z
出版者: Elsevier
摘要: Existing work in process mining focuses on the discovery of the underlying process model from their instances. In this paper, we do not assume the existence of a single process model to which all process instances comply, and the goal is to discover a set of frequently occurring temporal patterns. Discovery of temporal patterns can be applied to various application domains to support crucial business decision-making. In this study, we formally defined the temporal pattern discovery problem, and developed and evaluated three different temporal pattern discovery algorithms, namely TP-Graph, TP-Itemset and TP-Sequence. Their relative performances are reported.
關聯: Computers in Industry, 53(3): 345-364
顯示於類別:[資訊管理學系所] 期刊論文

文件中的檔案:

檔案 大小格式瀏覽次數
index.html0KbHTML688檢視/開啟


在NCUEIR中所有的資料項目都受到原著作權保護.

 


DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回饋