skip to main content
10.1145/3341105.3374230acmconferencesArticle/Chapter ViewAbstractPublication PagessacConference Proceedingsconference-collections
abstract

Towards an ontology for personalized hotel room recommendation: student research abstract

Published:30 March 2020Publication History

ABSTRACT

This paper presents the design of an ontology based on user profile that allows personalizing guests' hotel rooms and services. The ontology being developed using NeON methodology, takes into consideration the maximum number of concepts associated with hotel guest profile and hotel room. The ontology will also provide a sound representation of comfort metrics for hotel rooms to support recommendation.

References

  1. Rahimi, R., & Kozak, M. (2017). Impact of customer relationship management on customer satisfaction: The case of a budget hotel chain. Journal of Travel & Tourism Marketing, 34(1), 40--51.Google ScholarGoogle ScholarCross RefCross Ref
  2. Doyle, A. (2014). The hotel of the future. Luettavissa: http://www.successfulmeetings.com/strategy/technology-solutions/the-hotel-of-the-future/. Luettu, 21:2015.Google ScholarGoogle Scholar
  3. Obeid, C., Lahoud, I, El Khoury, H., & Champin, P. A. (2018, April). Ontology-based recommender system in higher education. In Companion Proceedings of the The Web Conference 2018 (pp. 1031--1034). International World Wide Web Conferences Steering Committee.Google ScholarGoogle Scholar
  4. Spoladore, D., Arlati, S., Carciotti, S., Nolich, M., & Sacco, M. (2018). RoomFort: An ontology-based comfort management application for hotels. Electronics, 7(12), 345.Google ScholarGoogle ScholarCross RefCross Ref
  5. Mahroo, A., Spoladore, D., Caldarola, E. G., Modoni, G. E., & Sacco, M. (2018, March). Enabling the Smart Home Through a Semantic-Based Context-Aware System. In 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (pp. 543--548). IEEE.Google ScholarGoogle ScholarCross RefCross Ref
  6. Nolich, M., Spoladore, D., Carciotti, S., Buqi, R., & Sacco, M. (2019). Cabin as a Home: A Novel Comfort Optimization Framework for IoT Equipped Smart Environments and Applications on Cruise Ships. Sensors, 19(5), 1060.Google ScholarGoogle ScholarCross RefCross Ref
  7. Noura, M., Gyrard, A., Heil, S., & Gaedke, M. (2019). Automatic Knowledge Extraction to build Semantic Web of Things Applications. IEEE Internet of Things Journal.Google ScholarGoogle ScholarCross RefCross Ref
  8. Bahramian, Z., & Abbaspour, R. A. (2015). AN ONTOLOGY-BASED TOURISM RECOMMENDER SYSTEM BASED ON SPREADING ACTIVATION MODEL. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 40.Google ScholarGoogle ScholarCross RefCross Ref
  9. Keng, S. S., Su, C. H., Yu, G. L., & Fang, F. C. (2018). AK Tourism: A Property Graph Ontology-based Tourism Recommender System.Google ScholarGoogle Scholar
  10. Ni, Q., Pau de la Cruz, I., & García Hernando, A. B. (2016). A foundational ontology-based model for human activity representation in smart homes. Journal of Ambient Intelligence and Smart Environments, 8(1), 47--61.Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Chandak, M., Girase, S., and Mukhopadhyay, D. (2015). Introducing hybrid technique for optimization of book recommender system. Procedia Computer Science, 45:23--31.Google ScholarGoogle ScholarCross RefCross Ref
  12. Ricci, F., Rokach, L., and Shapira, B. (2015). Recommender systems: introduction and challenges. In Recommender systems handbook, pages 1--34. Springer.Google ScholarGoogle ScholarCross RefCross Ref
  13. Ojino, R. (2019, April). User's profile ontology-based semantic model for personalized hotel room recommendation in the web of things: student research abstract. In Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing (pp. 2314--2316). ACM.Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Suárez-Figueroa, M. C., Gómez-Pérez, A., & Fernandez-Lopez, M. (2015). The NeOn Methodology framework: A scenario-based methodology for ontology development. Applied ontology, 10(2), 107--145.Google ScholarGoogle Scholar
  15. Sila, C., Belo, O., & Barros, V. (2018). Methodology for the development of an ontology network on the Brazilian national system for the evaluation of higher education (ONTOSINAES). JISTEM-Journal of Information Systems and Technology Management, 15.Google ScholarGoogle Scholar

Index Terms

  1. Towards an ontology for personalized hotel room recommendation: student research abstract
      Index terms have been assigned to the content through auto-classification.

      Recommendations

      Comments

      Login options

      Check if you have access through your login credentials or your institution to get full access on this article.

      Sign in
      • Published in

        cover image ACM Conferences
        SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing
        March 2020
        2348 pages
        ISBN:9781450368667
        DOI:10.1145/3341105

        Copyright © 2020 Owner/Author

        Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 30 March 2020

        Check for updates

        Qualifiers

        • abstract

        Acceptance Rates

        Overall Acceptance Rate1,650of6,669submissions,25%

      PDF Format

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader