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- นระเกณฑ์ พุ่มชูศรี
รศ. ดร.นระเกณฑ์ พุ่มชูศรี
- 5th Floor of Engineering 4 Bldg., Room 504
- +66-2218-6822
- naragain.p@chula.ac.th
Overview
Dr. Naragain Phumchusri is an associate professor at the Department of Industrial Engineering, Chulalongkorn University, Thailand. She received her Ph.D. in Industrial Engineering from Georgia Institute of Technology, Atlanta, GA, USA in 2010. Her current research interests include stochastic models for revenue management, machine learning for demand forecasting, inventory optimization, warehouse & supply chain management, data analysis for tourism industry and promotion optimization in retails.
Education
Ph.D. in Industrial Engineering
Georgia Institute of Technology, United States, 2010
Master of Science in Industrial Engineering
Georgia Institute of Technology, United States, 2006
B.Eng. in Industrial Engineering
Chulalongkorn University, Thailand, 2004
Expertise
Statistics & Data Analysis
Publications
2024
Naragain Phumchusri, Thiti Chewcharat, Supawish Kanokpongsakorn
Price promotion optimization model for multiperiod planning: a case study of beauty category products sold in a convenience store chain Journal Article
In: Journal of Revenue and Pricing Management, vol. 23, no. 2, pp. 164 – 178, 2024, (Cited by: 2).
@article{Phumchusri2024164,
title = {Price promotion optimization model for multiperiod planning: a case study of beauty category products sold in a convenience store chain},
author = {Naragain Phumchusri and Thiti Chewcharat and Supawish Kanokpongsakorn},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168125852&doi=10.1057%2fs41272-023-00438-6&partnerID=40&md5=00ab18dc167d2f437dfe5892f31f43d4},
doi = {10.1057/s41272-023-00438-6},
year = {2024},
date = {2024-01-01},
journal = {Journal of Revenue and Pricing Management},
volume = {23},
number = {2},
pages = {164 – 178},
note = {Cited by: 2},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Naragain Phumchusri, Nichakan Phupaichitkun
Sales prediction hybrid models for retails using promotional pricing strategy as a key demand driver Journal Article
In: Journal of Revenue and Pricing Management, 2024, (Cited by: 1).
@article{Phumchusri2024,
title = {Sales prediction hybrid models for retails using promotional pricing strategy as a key demand driver},
author = {Naragain Phumchusri and Nichakan Phupaichitkun},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189920531&doi=10.1057%2fs41272-024-00477-7&partnerID=40&md5=6daa0bdde1e4e129b142d701f3e1a5c2},
doi = {10.1057/s41272-024-00477-7},
year = {2024},
date = {2024-01-01},
journal = {Journal of Revenue and Pricing Management},
note = {Cited by: 1},
keywords = {},
pubstate = {published},
tppubtype = {article}
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2023
Naragain Phumchusri, Mookarin Thongoiam
Identifying target customer needs for a Master’s Degree Program in Industrial Engineering by conjoint analysis and Kano model Journal Article
In: Model Assisted Statistics and Applications, vol. 18, no. 2, pp. 135 – 147, 2023, (Cited by: 0).
@article{Phumchusri2023135,
title = {Identifying target customer needs for a Master's Degree Program in Industrial Engineering by conjoint analysis and Kano model},
author = {Naragain Phumchusri and Mookarin Thongoiam},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168155346&doi=10.3233%2fMAS-221409&partnerID=40&md5=cb8b5bc7e8fc323df5818aae08266995},
doi = {10.3233/MAS-221409},
year = {2023},
date = {2023-01-01},
journal = {Model Assisted Statistics and Applications},
volume = {18},
number = {2},
pages = {135 – 147},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Naragain Phumchusri, Warot Kosawanitchakarn, Sirawich Chawanapranee, Sirawish Srimook
Evaluating promotional pricing effectiveness using convenience store daily sales data Journal Article
In: Journal of Revenue and Pricing Management, vol. 22, no. 5, pp. 362 – 373, 2023, (Cited by: 3; All Open Access, Bronze Open Access).
@article{Phumchusri2023362,
title = {Evaluating promotional pricing effectiveness using convenience store daily sales data},
author = {Naragain Phumchusri and Warot Kosawanitchakarn and Sirawich Chawanapranee and Sirawish Srimook},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85142424328&doi=10.1057%2fs41272-022-00415-5&partnerID=40&md5=b40430900fce62f31ac942fea426c532},
doi = {10.1057/s41272-022-00415-5},
year = {2023},
date = {2023-01-01},
journal = {Journal of Revenue and Pricing Management},
volume = {22},
number = {5},
pages = {362 – 373},
note = {Cited by: 3; All Open Access, Bronze Open Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Tirawat Jarukajornjinda, Naragain Phumchusri
2023, (Cited by: 0).
@conference{Jarukajornjinda2023179,
title = {Time Series and Machine Learning methods for Demand Forecasting: A case study of machine seller in prefabricated concrete industry},
author = {Tirawat Jarukajornjinda and Naragain Phumchusri},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85171144902&doi=10.1145%2f3603955.3604012&partnerID=40&md5=dd04258a7020aae6520613e00d8b6061},
doi = {10.1145/3603955.3604012},
year = {2023},
date = {2023-01-01},
journal = {ACM International Conference Proceeding Series},
pages = {179 – 184},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Naragain Phumchusri, Phongsatorn Amornvetchayakul
Machine learning models for predicting customer churn: a case study in a software-as-a-service inventory management company Journal Article
In: International Journal of Business Intelligence and Data Mining, vol. 24, no. 1, pp. 74 – 106, 2023, (Cited by: 1).
@article{Phumchusri202374,
title = {Machine learning models for predicting customer churn: a case study in a software-as-a-service inventory management company},
author = {Naragain Phumchusri and Phongsatorn Amornvetchayakul},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179136907&doi=10.1504%2fIJBIDM.2024.135146&partnerID=40&md5=b272ae9f13b5d4f6f9e4a52771032a00},
doi = {10.1504/IJBIDM.2024.135146},
year = {2023},
date = {2023-01-01},
journal = {International Journal of Business Intelligence and Data Mining},
volume = {24},
number = {1},
pages = {74 – 106},
note = {Cited by: 1},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Naragain Phumchusri, Poonnawit Suwatanapongched
Forecasting hotel daily room demand with transformed data using time series methods Journal Article
In: Journal of Revenue and Pricing Management, vol. 22, no. 1, pp. 44 – 56, 2023, (Cited by: 7).
@article{Phumchusri202344,
title = {Forecasting hotel daily room demand with transformed data using time series methods},
author = {Naragain Phumchusri and Poonnawit Suwatanapongched},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120064461&doi=10.1057%2fs41272-021-00363-6&partnerID=40&md5=237e8156dd6c9bc76403536cce5ad675},
doi = {10.1057/s41272-021-00363-6},
year = {2023},
date = {2023-01-01},
journal = {Journal of Revenue and Pricing Management},
volume = {22},
number = {1},
pages = {44 – 56},
note = {Cited by: 7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2022
Chayakorn Auppakorn, Naragain Phumchusri
Daily Sales Forecasting for Variable-Priced Items in Retail Business Conference
2022, (Cited by: 4).
@conference{Auppakorn202280,
title = {Daily Sales Forecasting for Variable-Priced Items in Retail Business},
author = {Chayakorn Auppakorn and Naragain Phumchusri},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135075392&doi=10.1145%2f3535782.3535794&partnerID=40&md5=974de8dd16273688f16d0a765a855b96},
doi = {10.1145/3535782.3535794},
year = {2022},
date = {2022-01-01},
journal = {ACM International Conference Proceeding Series},
pages = {80 – 86},
note = {Cited by: 4},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Mookarin Thongoiam, Naragain Phumchusri
2022, (Cited by: 0).
@conference{Thongoiam2022206,
title = {Identifying Customer Needs for a Master's Degree Program in Industrial Engineering: A Case Study from Prospective Students' Insights},
author = {Mookarin Thongoiam and Naragain Phumchusri},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135012306&doi=10.1145%2f3535782.3535810&partnerID=40&md5=219d10bb915377bf0084ced7db37518f},
doi = {10.1145/3535782.3535810},
year = {2022},
date = {2022-01-01},
journal = {ACM International Conference Proceeding Series},
pages = {206 – 213},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Pattraporn Jirapatsil, Naragain Phumchusri
2022, (Cited by: 1).
@conference{Jirapatsil202223,
title = {Market Basket Analysis for Fresh Products location improvement: A case study of E-Commerce Business Warehouse},
author = {Pattraporn Jirapatsil and Naragain Phumchusri},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135050284&doi=10.1145%2f3535782.3535786&partnerID=40&md5=c508846af3f162e5c4893e6dce815afc},
doi = {10.1145/3535782.3535786},
year = {2022},
date = {2022-01-01},
journal = {ACM International Conference Proceeding Series},
pages = {23 – 28},
note = {Cited by: 1},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}