1h 9 min
New decade for process mining with Wil van der Aalst A Side of Data
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- Tecnologia
In this episode of A Side of Data, I interviewed Wil van der Aalst. He is among the most cited computer science researchers in the world with over 100.000 citations on google scholar and an h-index of 147. He published papers, books, founded conferences, and holds positions at several institutions including RWTH Aachen University, Technical University of Eindhoven, Queensland University of technology, Fondazione Bruno Kessler and others. In addition to academic success, he is also very well known in the industry. The companies that brought his research to the industry are Celonis, Fluxicon Disco, Process Gold, and many others. Because of his influence, he is called a godfather of process mining.
The questions range from the history of process mining, the process mining challenges and solutions, to the future, and various topics connected to the real-world use of process mining.
The episode of long, so here are some time ticks to guide you:
0:00 When was the first time term process mining - (workflow mining) used? How did it appear?
5:00 Why workflow management systems were failures at the end of the 90s
5:30 Process mining vs data mining, machine learning
8:30 What are the main developments in science and industry in the last 20 years]
18:00 Does the industry follow research or it develops also new methods? - doing process mining is not like making a project
21:00 Is process mining aimed at improving how processes work, or to observe how it performs.
23:00 What do you think will happen in the next 10 years to process mining vs what will happen,
34:20 Prescriptive monitoring, recommender systems?
36:00 Machine learning vs formal methods for the future of process mining
38:00 Blockchain, RPA, drift detection, Repairing process models, Data Privacy and process mining
51:00 Are there mistakes you regret in your academic work?
53:00 What recommendations can you give to young researchers
59:00 Questions from entrepreneurs, would you advise creating new tools?
1:05:00 Resources for studying process mining
Resources mentioned in the episode:
Wil's book: https://www.springer.com/gp/book/9783662498507
MOOC: https://www.coursera.org/learn/process-mining
Find A SIDE OF DATA on twitter: https://twitter.com/ASideOFData
And on the web: asideofdata.com
SEND us an email with suggestions: asideofdata@protonmail.com
In this episode of A Side of Data, I interviewed Wil van der Aalst. He is among the most cited computer science researchers in the world with over 100.000 citations on google scholar and an h-index of 147. He published papers, books, founded conferences, and holds positions at several institutions including RWTH Aachen University, Technical University of Eindhoven, Queensland University of technology, Fondazione Bruno Kessler and others. In addition to academic success, he is also very well known in the industry. The companies that brought his research to the industry are Celonis, Fluxicon Disco, Process Gold, and many others. Because of his influence, he is called a godfather of process mining.
The questions range from the history of process mining, the process mining challenges and solutions, to the future, and various topics connected to the real-world use of process mining.
The episode of long, so here are some time ticks to guide you:
0:00 When was the first time term process mining - (workflow mining) used? How did it appear?
5:00 Why workflow management systems were failures at the end of the 90s
5:30 Process mining vs data mining, machine learning
8:30 What are the main developments in science and industry in the last 20 years]
18:00 Does the industry follow research or it develops also new methods? - doing process mining is not like making a project
21:00 Is process mining aimed at improving how processes work, or to observe how it performs.
23:00 What do you think will happen in the next 10 years to process mining vs what will happen,
34:20 Prescriptive monitoring, recommender systems?
36:00 Machine learning vs formal methods for the future of process mining
38:00 Blockchain, RPA, drift detection, Repairing process models, Data Privacy and process mining
51:00 Are there mistakes you regret in your academic work?
53:00 What recommendations can you give to young researchers
59:00 Questions from entrepreneurs, would you advise creating new tools?
1:05:00 Resources for studying process mining
Resources mentioned in the episode:
Wil's book: https://www.springer.com/gp/book/9783662498507
MOOC: https://www.coursera.org/learn/process-mining
Find A SIDE OF DATA on twitter: https://twitter.com/ASideOFData
And on the web: asideofdata.com
SEND us an email with suggestions: asideofdata@protonmail.com
1h 9 min