Organizational Modeling from Event logs

摘要：

Many process mining approaches have been published,which would be helpful to process modeling, but little attempt has been made for role mining used for organizational modeling. In this paper, a method of role mining using event logs as input is introduced. We adopt cosine metrics as the similarity measurement to deduce flat organizational model by clustering people base on their similar skills. In contrast to traditional techniques (e.g. questionnaire), our approach is objective and efficient. This paper also points out some challenges for future research.

作者: Tao Jin Jianmin Wang Lijie Wen

作者单位: School of Software, Tsinghua University, 100084, Beijing, China;Department of Computer, School of In School of Software, Tsinghua University, 100084, Beijing, China

会议类型: 国际会议

会议名称: 第六届网格与协同计算国际会议(The Sixth International Conference on Grid and Cooperative Computing GCC 2007)

会议地点: 乌鲁木齐

会议语种:英文

页码: 670-675

在线出版日期: 2007-08-16（万方平台首次上网日期，不代表论文的发表时间）