IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2017-09-18 14:50
Cost-sensitive no-show prediction for airline companies
Yuji Horiguchi, Yukino Baba, Hisashi Kashima (Kyoto Univ.), Takeshi Kojima, Hiroki Kayahara, Jun Maeno (Peach Aviation) DE2017-17
Abstract (in Japanese) (See Japanese page) 
(in English) In this research, we estimate the number of passengers (NO--SHOW) who do not appear at the airport on the day of departure by using the data of airline company, and evaluate the profit and loss when ticket sales are done based on the estimated numbers of NO--SHOW. Normally, airline companies sell extra tickets based on NO--SHOW numbers, but when too many tickets are sold, airline companies will require additional cost for compensation. We propose to incorporate the cost and the profits of the ticket into the prediction model. As a result, we successfully predict the number of NO--SHOW with fewer costs than the baseline model.
Keyword (in Japanese) (See Japanese page) 
(in English) Aviation / NO-SHOW / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 212, DE2017-17, pp. 57-62, Sept. 2017.
Paper # DE2017-17 
Date of Issue 2017-09-11 (DE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF DE2017-17

Conference Information
Committee DE IPSJ-DBS IPSJ-IFAT  
Conference Date 2017-09-18 - 2017-09-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Ochanomizu University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Big Data Management, Information Retrieval, Knowledge Discovery, etc. 
Paper Information
Registration To DE 
Conference Code 2017-09-DE-DBS-IFAT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Cost-sensitive no-show prediction for airline companies 
Sub Title (in English)  
Keyword(1) Aviation  
Keyword(2) NO-SHOW  
Keyword(3)  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuji Horiguchi  
1st Author's Affiliation Kyoto University (Kyoto Univ.)
2nd Author's Name Yukino Baba  
2nd Author's Affiliation Kyoto University (Kyoto Univ.)
3rd Author's Name Hisashi Kashima  
3rd Author's Affiliation Kyoto University (Kyoto Univ.)
4th Author's Name Takeshi Kojima  
4th Author's Affiliation Peach Aviation Limited. (Peach Aviation)
5th Author's Name Hiroki Kayahara  
5th Author's Affiliation Peach Aviation Limited. (Peach Aviation)
6th Author's Name Jun Maeno  
6th Author's Affiliation Peach Aviation Limited. (Peach Aviation)
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2017-09-18 14:50:00 
Presentation Time 30 minutes 
Registration for DE 
Paper # DE2017-17 
Volume (vol) vol.117 
Number (no) no.212 
Page pp.57-62 
#Pages
Date of Issue 2017-09-11 (DE) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan