| 发明名称 |
PRUNING PROCESS EXECUTION LOGS |
| 摘要 |
Methods and systems for pruning process execution logs include learning a predictive model from a set of execution traces that characterize a process, where the predictive model determines a likelihood of a given instance reaching a specified outcome; identifying attributes in the predictive model that fall below a threshold measure of relevance to the specified outcome using a processor; and removing the identified attributes from the set of execution traces. |
| 申请公布号 |
US2015127588(A1) |
申请公布日期 |
2015.05.07 |
| 申请号 |
US201314070031 |
申请日期 |
2013.11.01 |
| 申请人 |
INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
LAKSHMANAN GEETIKA T.;ROZSNYAI SZABOLCS;WANG FEI |
| 分类号 |
G06N5/04;G06N99/00 |
主分类号 |
G06N5/04 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A method for pruning process execution logs, comprising:
learning a predictive model from a set of execution traces that characterize a process, wherein the predictive model determines a likelihood of a given instance reaching a specified outcome; identifying attributes in the predictive model that fall below a threshold measure of relevance to the specified outcome using a processor; and removing the identified attributes from the set of execution traces. |
| 地址 |
Armonk NY US |
