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A fuzzy learning method to segment visitors of a tourist attraction

Author
Nguyen, J.; Armisen, A.; Sánchez, G.; Agell, N.; Angulo, C.
Type of activity
Presentation of work at congresses
Name of edition
21st International Conference of the Catalan Association for Artificial Intelligence
Date of publication
2018
Presentation's date
2018-10-09
Book of congress proceedings
Artificial Intelligence Research and Development - Current Challenges, New Trends and Applications, CCIA 2018, 21st International Conference of the Catalan Association for Artificial Intelligence, Alt Empordà, Catalonia, Spain, 8-10th October 2018.
First page
96
Last page
105
DOI
10.3233/978-1-61499-918-8-96
Project funding
ESTRUCTURAS MATEMATICAS PARA LA VALORACION LINGUISTICA EN PROCESOS DE DECISION: SOLUCIONES AVANZADAS PARA LA GESTION DEL TURISMO EN LAS CIUDADES INTELIGENTES
Repository
http://hdl.handle.net/2117/134033 Open in new window
URL
http://ebooks.iospress.nl/volumearticle/50395 Open in new window
Abstract
We propose in this paper a method which segments demographic and contextual attributes of tourists when visiting an attraction. Clustering patterns based on categorical attributes can be challenging as it is difficult to define a distance between two categorical attributes where a natural order does not exist. Our proposed measure, based on a fuzzy aggregation operator, can be easily implemented in a hierarchical agglomerative clustering algorithm. The method has been implemented in a particular...
Citation
Nguyen, J. [et al.]. A fuzzy learning method to segment visitors of a tourist attraction. A: International Conference of the Catalan Association for Artificial Intelligence. "Artificial Intelligence Research and Development - Current Challenges, New Trends and Applications, CCIA 2018, 21st International Conference of the Catalan Association for Artificial Intelligence, Alt Empordà, Catalonia, Spain, 8-10th October 2018.". 2018, p. 96-105.
Keywords
Clustering, Fuzzy, Satisfaction, Tourism
Group of research
GREC - Knowledge Engineering Research Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center

Participants

  • Nguyen, Jennifer  (author and speaker )
  • Armisen Morell, Albert  (author and speaker )
  • Sánchez Hernández, Germán  (author and speaker )
  • Agell Jané, Núria  (author and speaker )
  • Angulo Bahón, Cecilio  (author and speaker )