Cloud-oriented direct marketing service model: A case study on a tourist hotel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

To recover from the global financial crisis in 2008 and awareness of leisure consumption and environmental protection, many countries had devoted to develop their tourism industries to enhance their GDP. Based on the global trend and increasing importance of the service sector in Taiwan (nearly 70% of GDP and 60% of the employed population), Taiwan's government identified "tourism industry" as one of the six important emerging industries which it would focus substantial resources on since 2009. To enhance the region's economy and develop the tourism industry, it is important to obtain important decision data of tourist hotels for increasing revenue. In recent years, with the progress of cloud technology, cloud-oriented service may be considered as one of the solutions for efficiently obtaining decision information. Therefore, the purpose of this research is to propose a cloud-oriented service framework for a tourist hotel to acquire new customers by formulating a strategic alliance with a virtual retailer. This research adopts data mining approaches on developing response prediction models for direct marketing of the case hotel. The result shows that the ensemble model developed by logistic regression, neural networks and CART decision trees in this case study has the best performance and could be used to help the case hotel acquire new customers efficiently.

Original languageEnglish
Title of host publication2017 International Conference on E-Business and Internet, ICEBI 2017
PublisherAssociation for Computing Machinery
Pages17-21
Number of pages5
ISBN (Electronic)9781450352086
DOIs
Publication statusPublished - 2017 May 25
Event2017 International Conference on E-Business and Internet, ICEBI 2017 - Taichung, Taiwan
Duration: 2017 May 252017 May 27

Publication series

NameACM International Conference Proceeding Series
VolumePart F128637

Conference

Conference2017 International Conference on E-Business and Internet, ICEBI 2017
CountryTaiwan
CityTaichung
Period2017/05/252017/05/27

Keywords

  • Cloud-oriented service
  • Direct marketing
  • Tourism industry
  • Tourist hotel

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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