tag:blogger.com,1999:blog-36915254.post6454055807654075368..comments2023-02-21T11:18:49.135+01:00Comments on Process transformation - interventions for meaningful change: A new form of business rule mining and validation?Roeland Loggenhttp://www.blogger.com/profile/02744153944427657174noreply@blogger.comBlogger2125tag:blogger.com,1999:blog-36915254.post-89452798900304973562009-03-04T15:46:00.000+01:002009-03-04T15:46:00.000+01:00Check out classification algorithms like Quinlan a...Check out classification algorithms like Quinlan and ID3. Some tools in the past used these for particular rule engines, but the signal:noise was never 100%, and the training data never 100% correct, so end-users generally decided it was quicker to write the rules explicitly, from scratch.<BR/><BR/>More recently, the advent of increased data (warehouses) has led to a resurgence in Machine Learning ideas: e.g. optimization technologies such as predictive analytics. <BR/><BR/><I>[Disclosure: TIBCO Spotfire S+ Miner is one such tool, which has the potential to generate rules for the TIBCO BusinessEvents rule engine...]</I><BR/><BR/>CheersAnonymousnoreply@blogger.comtag:blogger.com,1999:blog-36915254.post-28988472239958518122009-02-28T01:25:00.000+01:002009-02-28T01:25:00.000+01:00There is some active research in this area. Indeed...There is some active research in this area. Indeed the extraction of rules using Rule Induction is pretty common as is the use of various decision tree techniques - decision trees, of course, being a ruleset of a particular type.<BR/>JTJames Taylorhttps://www.blogger.com/profile/04589456040368641147noreply@blogger.com