Process mining techniques: an application to time management

Ali Raza Khowaja

doi:10.1117/12.2303600

10 April 2018 Process mining techniques: an application to time management

Ali Raza Khowaja

Proceedings Volume 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017); 106155K (2018) https://doi.org/10.1117/12.2303600
Event: Ninth International Conference on Graphic and Image Processing, 2017, Qingdao, China

Abstract

In an environment people have to make sure that all of their work are completed within a given time in accordance with its quality. In order to achieve the real phenomenon of process mining one needs to understand all of these processes in a detailed manner. Personal Information and communication has always been a highlighting issue on internet but for now information and communication tools within factual life refers to their daily schedule, location analysis, environmental analysis and, more generally, social media applications support these systems which makes data available for data analysis generated through event logs, but also for process analysis which combines environmental and location analysis. Process mining can be used to exploit all these real live processes with the help of the event logs which are already available in those datasets through user censored data or may be user labeled data. These processes could be used to redesign a user’s flow and understand all these processes in a bit more detailed manner. In order to increase the quality of each of the processes that we go through our daily lives is to give a closer look to each of the processes and after analyzing them, one should make changes to get better results. On the contrarily, we applied process mining techniques on seven different subjects combined in a single dataset collected from Korea. Above all, the following paper comments on the efficiency of processes in the event logs referring to time management’s sphere of influence.

Citation Download Citation

Ali Raza Khowaja "Process mining techniques: an application to time management", Proc. SPIE 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017), 106155K (10 April 2018); https://doi.org/10.1117/12.2303600

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