|
Título:
|
Aligning textual and graphical descriptions of processes through ILP techniques
|
|
Autor/a:
|
Sànchez-Ferreres, Josep; Carmona Vargas, Josep; Padró, Lluís
|
|
Otros autores:
|
Universitat Politècnica de Catalunya. Departament de Ciències de la Computació; Universitat Politècnica de Catalunya. ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals; Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
|
Abstract:
|
With the aim of having individuals from different backgrounds and expertise levels examine the operations in an organization, different representations of business processes are maintained. To have these different representations aligned is not only a desired feature, but also a real challenge due to the contrasting nature of each process representation. In this paper we present an efficient technique for aligning a textual description and a graphical model of a process. The technique is grounded on using natural language processing techniques to extract linguistic features of each representation, and encode the search as a mathematical optimization encoded using Integer Linear Programming (ILP) whose resolution ensures an optimal alignment between both descriptions. The technique has been implemented and the experiments witness the significance of the approach with respect to the state-of-the-art technique for the same task. |
|
Abstract:
|
Peer Reviewed |
|
Materia(s):
|
-Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural
-Natural language processing (Computer science)
-Linear programming
-Integer programming
-Process models
-Integer linear programming
-Tractament del llenguatge natural
-Programació lineal
-Programació en nombres enters |
|
Derechos:
|
|
|
Tipo de documento:
|
Artículo - Versión presentada
Objeto de conferencia |
|
Editor:
|
Springer
|
|
Compartir:
|
|
