Verenich 2016 — A General Framework for Predictive BPM

Doctoral-consortium paper. Sets the programmatic agenda for Ilya Verenich's thesis (entities/ilya-verenich). Argues that fragmented task-specific PPM techniques should be unified under a general framework capable of handling multiple prediction targets (outcome, activity-level, path, completion).

This programme culminated in the Apromore PPM plugin (sources/2018-verenich-apromore-ppm) and Verenich's 2019 survey (sources/2019-verenich-survey-ppm).

Connections

Concepts: concepts/predictive-process-monitoring Authors: entities/ilya-verenich · entities/marlon-dumas · entities/marcello-la-rosa · entities/fabrizio-maggi Related sources: sources/2018-verenich-apromore-ppm · sources/2019-verenich-survey-ppm