Behavioral-based algorithms for process model simplification
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http://hdl.handle.net/10347/27113
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Título: | Behavioral-based algorithms for process model simplification |
Autor/a: | Chapela de la Campa, David |
Dirección/Titoría: | Mucientes Molina, Manuel Lama Penín, Manuel |
Centro/Departamento: | Universidade de Santiago de Compostela. Escola de Doutoramento Internacional (EDIUS) Universidade de Santiago de Compostela. Programa de Doutoramento en Investigación en Tecnoloxías da Información |
Palabras chave: | Process model simplification | Log simplification | Event abstraction | Frequent patterns | Process mining | Business process management | |
Data: | 2021 |
Resumo: | The analysis of processes, either by Business Process Management (BPM) or Process Mining (PM) techniques, has become a must for every organization in order to improve their performance. The role of the process model, a diagrammatic representation of the process, is crucial in most of the BPM and PM phases. During past years, the amount of process-related data that has been gathered by information systems has greatly increased. With more information and behavior related to the processes being recorded, the apparition of complex process models ---with hundreds of edges and activities--- has become more common, hindering the analysis of the process during most stages of BPM and PM. For this reason, the simplification of complex process models is a promising research field that can help the analysis of complex processes. |
URI: | http://hdl.handle.net/10347/27113 |
Dereitos: | Attribution-NonCommercial-NoDerivatives 4.0 Internacional |
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