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State Snapshot Miner and Elite Qing Career Paths
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Process mining is really quite a general toolbox for building computational models from sequence data. To date, it’s been applied to sequence data exported from modern IT systems, most often for some form of workflow optimisation or auditing. In our latest paper, we had a great opportunity to use process mining on a quite different type of data. We took information on civil service appointments in the Qing (1641-1911) and built stochastic models of their career paths. The research team included two other process mining researchers, Sander Leemans and Moe Wynn, and quantitative historian and China scholar Cameron Campbell. The Qing was the last Chinese imperial dynasty, or from another perspective, a large, successful early modern land empire comparable to Romanov Russia. China had a long tradition of recruiting many civil officials through multiple rounds of extremely competitive examinations, which the Qing also employed. A gazette was published four times a year listi...
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