Top

Published in:

2019 | OriginalPaper | Chapter

Modeling a Multi-agent Tourism Recommender System

Authors : Valerio Bellandi, Paolo Ceravolo, Eugenio Tacchini

Published in: On the Move to Meaningful Internet Systems: OTM 2019 Conferences

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

Today’s design of e-services for tourists means dealing with a big quantity of information and metadata that designers should be able to leverage to generate perceived values for users. In this paper we revise the design choices followed to implement a recommender system, highlighting the data processing and architectural point of view, and finally we propose a multi-agent recommender system.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter Multi-cloud Services Configuration Based on Risk Optimization

This represents the distance between two activities, not the similarity, but we can still easily get, for each activity, the most similar ones by sorting according to the distance, ascending.

https://developers.facebook.com/docs/facebook-login.

Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734–749 (2005)CrossRef

Ardagna, C.A., Bellandi, V., Bezzi, M., Ceravolo, P., Damiani, E., Hebert, C.: Model-based big data analytics-as-a-service: take big data to the next level. IEEE Trans. Serv. Comput. PP, 1 (2018)

Bahramian, Z., Ali Abbaspour, R., Claramunt, C.: A context-aware tourism recommender system based on a spreading activation method. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. 42, 333–339 (2017)CrossRef

Borràs, J., Moreno, A., Valls, A.: Intelligent tourism recommender systems: a survey. Expert Syst. Appl. 41(16), 7370–7389 (2014)CrossRef

Burke, R.: Hybrid web recommender systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 377–408. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-72079-9_12CrossRef

Christensen, I., Schiaffino, S., Armentano, M.: Social group recommendation in the tourism domain. J. Intell. Inf. Syst. 47(2), 209–231 (2016). https://doi.org/10.1007/s10844-016-0400-0CrossRef

Damiani, E., et al.: Applying recommender systems in collaboration environments. Comput. Hum. Behav. 51, 1124–1133 (2015)CrossRef

Schafer, J.B., Frankowski, D., Herlocker, J., Sen, S.: Collaborative filtering recommender systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 291–324. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-72079-9_9CrossRef

Title: Modeling a Multi-agent Tourism Recommender System
Authors: Valerio Bellandi
Paolo Ceravolo
Eugenio Tacchini
Publisher: Springer International Publishing
Book: On the Move to Meaningful Internet Systems: OTM 2019 Conferences
Print ISBN: 978-3-030-33245-7

Electronic ISBN: 978-3-030-33246-4

Copyright Year: 2019
DOI: https://doi.org/10.1007/978-3-030-33246-4_46

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner