資料載入中.....
|
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.html | 0Kb | HTML | 679 | 檢視/開啟 |
|
在NCUEIR中所有的資料項目都受到原著作權保護.
|