Record Details

Implementation of Chaid Algorithm: A Hotel Case

International Journal of Research in Business and Social Science

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Field Value
 
Title Implementation of Chaid Algorithm: A Hotel Case
 
Creator Kağnicioğlu, Celal Hakan
Moğol, Mune
 
Subject —
Data Mining; CHAID; Tourism; Hotel
 
Description Today, companies are planning their own activities depending on efficiency and effectiveness. In order to have plans for the future activities they need historical data coming from outside and inside of the companies. However, this data is in huge amounts to understand easily. Since, this huge amount of data creates complexity in business for many industries like hospitality industry, reliable, accurate and fast access to this data is to be one of the greatest problems. Besides, management of this data is another big problem. In order to analyze this huge amount of data, Data Mining (DM) tools, can be used effectively. In this study, after giving brief definition about fundamentals of data mining, Chi Squared Automatic Interaction Detection (CHAID) algorithm, one of the mostly used DM tool, will be introduced. By CHAID algorithm, the most used materials in room cleaning process and the relations of these materials based on in a five star hotel data are tried to be determined. At the end of the analysis, it is seen that while some variables have strong relation with the number of rooms cleaned in the hotel, the others have no or weak relation.
 
Publisher SSBFNET
 
Contributor —
 
Date 2014-11-03
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier http://www.ssbfnet.com/ojs/index.php/ijrbs/article/view/380
 
Source International Journal of Research in Business and Social Science ( ISSN: 2147- 4478); Vol 3, No 4 (2014): October; 42-51
2147-4478
 
Language eng
 
Relation http://www.ssbfnet.com/ojs/index.php/ijrbs/article/view/380/293