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didattica:magistrale:pm:ay_1819:main [2018/12/13 14:25] barbara [Study material] |
didattica:magistrale:pm:ay_1819:main [2020/09/17 16:55] (current) |
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| ===== News ===== | ===== News ===== | ||
| <WRAP center round important 95%> | <WRAP center round important 95%> | ||
| + | * <wrap em>**January 14th, 2019**</wrap>: On Thursday January 17th there will be no lesson | ||
| * <wrap em>**October 25th, 2018**</wrap>: Dear student due to an unforeseen engagement I cannot deliver today's lesson. | * <wrap em>**October 25th, 2018**</wrap>: Dear student due to an unforeseen engagement I cannot deliver today's lesson. | ||
| * October 2nd, 2018: Next lesson will be delivered on October 4th | * October 2nd, 2018: Next lesson will be delivered on October 4th | ||
| Line 46: | Line 47: | ||
| * Introduction to Process Mining and Data Mining. Data. Logs. Play-in, Play Out and Reply. Fundamentals of Process Modelling. | * Introduction to Process Mining and Data Mining. Data. Logs. Play-in, Play Out and Reply. Fundamentals of Process Modelling. | ||
| * From Event Logs to Process Models. Getting Data. Process Discovery. Discovery Techniques an Introduction. Tools support an introduction: Apromore, Disco, and ProM. | * From Event Logs to Process Models. Getting Data. Process Discovery. Discovery Techniques an Introduction. Tools support an introduction: Apromore, Disco, and ProM. | ||
| - | * Discovery Algorithms. Alfa, Inductive Miner, Heuristic Miner 6.0, Split Miner (SM), and ILP Miner. | + | * Discovery Algorithms. Alfa, Heuristic, Genetic Miner. |
| * Conformance Checking. Business Alignment and Auditing. Token Replay. Process Drift. Business Process Model and Instances. Business Process Life-Cycle. Classification of Business Process. | * Conformance Checking. Business Alignment and Auditing. Token Replay. Process Drift. Business Process Model and Instances. Business Process Life-Cycle. Classification of Business Process. | ||
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| * {{ :didattica:magistrale:pm:ay_1819:processdiscoveryintroduction.pdf |Alpha Algorithm: Limitation}} | * {{ :didattica:magistrale:pm:ay_1819:processdiscoveryintroduction.pdf |Alpha Algorithm: Limitation}} | ||
| * {{ :didattica:magistrale:pm:ay_1819:advancedprocessdiscoverytechniques.pdf |Quality, Heuristic and Genetic mining}} | * {{ :didattica:magistrale:pm:ay_1819:advancedprocessdiscoverytechniques.pdf |Quality, Heuristic and Genetic mining}} | ||
| - | * {{ :didattica:magistrale:pm:ay_1819:simonelli.pdf |Mining Experience}} | + | * {{ :didattica:magistrale:pm:ay_1819:simonelli.pdf |Mining Experience}} ({{ :didattica:magistrale:pm:ay_1819:final_version_published.pdf |comparison}}) ({{ :didattica:magistrale:pm:ay_1819:bustech_2017_1_30_90020.pdf |methodology}}) |
| + | * {{ :didattica:magistrale:pm:ay_1819:04_conformance.pdf |Conformance Checking}} | ||
| + | * {{ :didattica:magistrale:pm:ay_1819:05_additional.pdf |Mining Additional Perspectives}} | ||
| Line 74: | Line 77: | ||
| ** Streaming ** | ** Streaming ** | ||
| * October 8th, 2019 | * October 8th, 2019 | ||
| + | * [[https://unicam.webex.com/unicam/ldr.php?RCID=fe2bfba5c2586a1fb53df3f6df3967d3|January 7th, 2019]] | ||
| + | * [[https://unicam.webex.com/unicam/ldr.php?RCID=6b05f179855dc44ac9c7db863fcfc483|January 14th, 2019]] | ||
| + | * [[https://unicam.webex.com/unicam/ldr.php?RCID=04a7a61b1160c7f5e88c3c73e4573688|January 21st, 2019]] | ||
| **Reference book:** | **Reference book:** | ||
| - | * Process Mining: Data Science in Action by W.M.P. van der Aalst, Springer Verlag, 2016 (ISBN 978-3-662-49850-7). | + | * Process Mining: Data Science in Action by W.M.P. van der Aalst, Springer Verlag, 2016 (ISBN 978-3-662-49850-7). From chapter 1 to 9. |
| **Tools:** | **Tools:** | ||
