Publications

This section includes some relevant publications in the area of process data quality. The articles cover such topics as "what kinds of quality issues affect process data?", "how do I find quality issues in process data?", "how do I measure data quality?", and "how do I fix quality issues in process data?". 

What kinds of quality issues affect process data?

How do I detect quality issues in process data?

  • Andrews, Robert and Suriadi, Suriadi and Ouyang, Chun and Poppe, Erik (2018) Towards event log querying for data quality: in OTM Confederated International Conferences "On the Move to Meaningful Internet Systems", Springer. pp.116-134.

How do I measure process data quality?

How do I fix quality issues in process data?

How do I prepare logs to minimise quality issues?

  • Emamjome, Fahame, Andrews, Robert, & ter Hofstede, Arthur (2019) A case study lens on process mining in practice. In Panetto, Hervé, Debruyne, Christophe, Lewis, Dave, Hepp, Martin, Ardagna, Claudio Agostino, & Meersman, Robert (Eds.) On the Move to Meaningful Internet Systems: OTM 2019 Conferences: Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Proceedings (Lecture Notes in Computer Science, Volume 11877). Springer, Switzerland, pp. 127-145.