Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application

Yuichi Katai; Takashi Hasuike

doi:10.1109/IIAI-AAI.2019.00154

Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application

Yuichi Katai, Takashi Hasuike

School of Creative Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This study is about sales price prediction of used clothes in EC site. Since used clothes differ in size, color, etc. depending on each product, its sales price changes greatly depending on the needs of customers. The market price of the flea market is related to sales price in EC site, and a sales price prediction model is constructed. As a result, it is found that the market price in flea market application contributes to the improvement of the accuracy of the sales price prediction, and it is possible confirm the change of the influence of the market price on the sales price prediction by the distribution volume in flea market application.

Original language	English
Title of host publication	Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	750-755
Number of pages	6
ISBN (Electronic)	9781728126272
DOIs	https://doi.org/10.1109/IIAI-AAI.2019.00154
Publication status	Published - 2019 Jul
Event	8th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2019 - Toyama, Japan Duration: 2019 Jul 7 → 2019 Jul 11

Publication series

Name	Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019

Conference

Conference	8th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2019
Country/Territory	Japan
City	Toyama
Period	19/7/7 → 19/7/11

Keywords

flea market application
machine learning
market price
sales price
web scraping

ASJC Scopus subject areas

Computer Networks and Communications
Computer Science Applications
Information Systems
Information Systems and Management
Social Sciences (miscellaneous)

Access to Document

10.1109/IIAI-AAI.2019.00154

Cite this

Katai, Y., & Hasuike, T. (2019). Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application. In Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019 (pp. 750-755). [8992674] (Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIAI-AAI.2019.00154

Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application. / Katai, Yuichi; Hasuike, Takashi.

Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 750-755 8992674 (Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Katai, Y & Hasuike, T 2019, Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application. in Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019., 8992674, Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019, Institute of Electrical and Electronics Engineers Inc., pp. 750-755, 8th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2019, Toyama, Japan, 19/7/7. https://doi.org/10.1109/IIAI-AAI.2019.00154

Katai Y, Hasuike T. Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application. In Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 750-755. 8992674. (Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019). doi: 10.1109/IIAI-AAI.2019.00154

Katai, Yuichi ; Hasuike, Takashi. / Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application. Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 750-755 (Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019).

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title = "Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application",

abstract = "This study is about sales price prediction of used clothes in EC site. Since used clothes differ in size, color, etc. depending on each product, its sales price changes greatly depending on the needs of customers. The market price of the flea market is related to sales price in EC site, and a sales price prediction model is constructed. As a result, it is found that the market price in flea market application contributes to the improvement of the accuracy of the sales price prediction, and it is possible confirm the change of the influence of the market price on the sales price prediction by the distribution volume in flea market application.",

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author = "Yuichi Katai and Takashi Hasuike",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 8th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2019 ; Conference date: 07-07-2019 Through 11-07-2019",

year = "2019",

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doi = "10.1109/IIAI-AAI.2019.00154",

language = "English",

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AB - This study is about sales price prediction of used clothes in EC site. Since used clothes differ in size, color, etc. depending on each product, its sales price changes greatly depending on the needs of customers. The market price of the flea market is related to sales price in EC site, and a sales price prediction model is constructed. As a result, it is found that the market price in flea market application contributes to the improvement of the accuracy of the sales price prediction, and it is possible confirm the change of the influence of the market price on the sales price prediction by the distribution volume in flea market application.

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Sales Price Prediction of Used Clothes Considering the Market Price of Flea Market Application

Abstract

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Conference

Keywords

ASJC Scopus subject areas

Access to Document

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