Quality Event Log to Intention Mining: A Study Case


Abstract:

In a business, the information system produces a generic event log (GEL), which contains information on daily activities, usually, this GEL is too large and its content isn't of quality. In the present work a method based on process mining is proposed, to generate a quality event log (QEL) and whose content would allow to discover the user's strategies (user's intentions), that in a future work would be formalized and modeled through any method of intention mining. In addition, is presented a study case about a process of sales business.

Año de publicación:

2020

Keywords:

  • User's strategies
  • Process mining
  • Event Log
  • Quality Dimensions
  • intention mining
  • Imperfection Patterns

Fuente:

scopusscopus

Tipo de documento:

Conference Object

Estado:

Acceso restringido

Áreas de conocimiento:

  • Minería de datos
  • Ciencias de la computación

Áreas temáticas:

  • Funcionamiento de bibliotecas y archivos
  • Economía
  • Lengua