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Journal of Cognitive Human-Computer Interaction
Volume 3 , Issue 1, PP: 08-16 , 2022 | Cite this article as | XML | Html |PDF

Title

Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach

  K.Vengatesan 1 * ,   Raghvendra Vijay Naidu 2 ,   Kunal Ganesh Joshi 3 ,   ChaitanyaSantosh Tekane 4 ,   Siddhant Ravindra Gore 5

1  Department of Computer Engineering, Sanjivani College of Engineering,Kopargaon.
    (kvengatesancomp@sanjivani.org.in)

2  Department of Computer Engineering, Sanjivani College of Engineering,Kopargaon.
    (raghvendranaidu203@gmail.com)

3  Department of Computer Engineering, Sanjivani College of Engineering,Kopargaon.
    (kunalgkjoshi@gmail.com)

4  Department of Computer Engineering, Sanjivani College of Engineering,Kopargaon.
    (chaitanyatekane5@gmail.com)

5  Department of Computer Engineering, Sanjivani College of Engineering,Kopargaon.
    (siddhantgore111@gmail.com)

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Doi   :   https://doi.org/10.54216/JCHCI.030101

Received: January 10, 2022 Accepted: May 20, 2022

Abstract :

In India lot of production and manufacturing industries are there, every time the price fixing to any new or existing product is considered many factors. Many parameters are involved to fix the price of any product. In market price fixing consists of various parameters, before finalize price value of any product, that will be based on the market demand of any product, and customer behavior also may be vary based on the day of purchasing in this proposed work we need to optimization of price product using machine learning algorithm and how effectively increase the proof of any product.

Keywords :

Machine Learning; Price Optimization; Data Analytics

References :

[1] Srinivasan, S.S.; Anderson, R.; Ponnavolu, K. Customer loyalty in e-commerce: An exploration of its antecedents and consequences.J. Retail. 2002, 78, 41–50.

[2] Hemmington, N.; Kim, P.B.; Wang, C. Benchmarking hotel service quality using two-dimensional importance-performance benchmark vectors (IPBV). J. Serv. Theory Pract. 2018, 28, 2–25.

[3] Yang, T.; Xun, J.; He, X. British SMEs’ e-commerce technological investments and firm performance: An RBV perspective.Technol. Anal. Strat. Manag. 2015, 27, 586–603.

[4] Huang, H.; Liu, Y.; Lu, D. Proposing a model for evaluating market efficiency of OTAs: Theoretical approach. Tour. Econ. 2019,26, 958–975.

[5] Sánchez-Lozano, G.; Pereira, L.; Chávez-Miranda, E. Exploring online prices with an advance booking horizon on Booking.com.Eur. J. Tour. Res. 2020, 26, 2606.

[6] Abrate, G.; Nicolau, J.L.; Viglia, G. The impact of dynamic price variability on revenue maximization. Tour. Manag. 2019,74, 224–233.

[7] Vives, A.; Jacob, M.; Payeras, M. Revenue management and price optimization techniques in the hotel sector. Tour. Econ. 2018, 24, 720–752.

[8] Ivanov, S.; Del Chiappa, G.; Heyes, A. The research-practice gap in hotel revenue management: Insights from Italy. Int. J.Hosp. Manag. 2021, 95, 102924.

[9] https://www.geeksforgeeks.org/getting-started-machine-learning/

[10] https://blog.hubspot.com/sales/price-optimization

[11] https://www.investopedia.com/terms/p/priceelasticity.asp

[12] https://www.yourarticlelibrary.com/production/7-important-factors-that-determine-the-fixation-of-price/1093

[13] P. Kavitha , R. SubhaShini , R. Priya, "An Implementation Of Statistical Feature Algorithms For The Detection Of Brain Tumor", Journal of Cognitive Human-Computer Interaction, 2021, DOI: https://doi.org/10.54216/JCHCI.010202.

[14] Sonia Jenifer Rayen, "Survey On Smart Cane For Visually Impaired Using IOT", Journal of Cognitive Human-Computer Interaction, 2021, DOI: https://doi.org/10.54216/JCHCI.010205.

[15] Ajith Krishna R , Ankit Kumar , Vijay K, " An Automated Optimize Utilization of Water and Crop Monitoring in Agriculture Using IoT", Journal of Cognitive Human-Computer Interaction, 2021, https://doi.org/10.54216/JCHCI.010105.

[16] Ashok Kumar M , Abirami A , Sindhu P , Ashok Kumar V D , Rani V, " Modern Medical Innovation on the Preferred Information about the Medicine using AI Technique", Journal of Cognitive Human-Computer Interaction, 2021, https://doi.org/10.54216/JCHCI.010102.

[17] Mrs. K. Kiruthika , Ms. S. Gayathri , Ms. R. Hemalatha , Ms. P. Menaga, "Design and Development of Mobile Healthcare Application for “Ayurvedic” based Clinical Documents", Journal of Cognitive Human-Computer Interaction, 2021, https://doi.org/10.54216/JCHCI.010103.

[18] Vijay K, " Collaborating The Textual Reviews Of The Merchandise and Foretelling The Rating Supported Social Sentiment", Journal of Cognitive Human-Computer Interaction, 2021, DOI: https://doi.org/10.54216/JCHCI.010203.

Cite this Article as :
Style #
MLA K.Vengatesan, Raghvendra Vijay Naidu, Kunal Ganesh Joshi, ChaitanyaSantosh Tekane, Siddhant Ravindra Gore. "Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach." Journal of Cognitive Human-Computer Interaction, Vol. 3, No. 1, 2022 ,PP. 08-16 (Doi   :  https://doi.org/10.54216/JCHCI.030101)
APA K.Vengatesan, Raghvendra Vijay Naidu, Kunal Ganesh Joshi, ChaitanyaSantosh Tekane, Siddhant Ravindra Gore. (2022). Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach. Journal of Journal of Cognitive Human-Computer Interaction, 3 ( 1 ), 08-16 (Doi   :  https://doi.org/10.54216/JCHCI.030101)
Chicago K.Vengatesan, Raghvendra Vijay Naidu, Kunal Ganesh Joshi, ChaitanyaSantosh Tekane, Siddhant Ravindra Gore. "Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach." Journal of Journal of Cognitive Human-Computer Interaction, 3 no. 1 (2022): 08-16 (Doi   :  https://doi.org/10.54216/JCHCI.030101)
Harvard K.Vengatesan, Raghvendra Vijay Naidu, Kunal Ganesh Joshi, ChaitanyaSantosh Tekane, Siddhant Ravindra Gore. (2022). Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach. Journal of Journal of Cognitive Human-Computer Interaction, 3 ( 1 ), 08-16 (Doi   :  https://doi.org/10.54216/JCHCI.030101)
Vancouver K.Vengatesan, Raghvendra Vijay Naidu, Kunal Ganesh Joshi, ChaitanyaSantosh Tekane, Siddhant Ravindra Gore. Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach. Journal of Journal of Cognitive Human-Computer Interaction, (2022); 3 ( 1 ): 08-16 (Doi   :  https://doi.org/10.54216/JCHCI.030101)
IEEE K.Vengatesan, Raghvendra Vijay Naidu, Kunal Ganesh Joshi, ChaitanyaSantosh Tekane, Siddhant Ravindra Gore, Machine Learning Based Product Price Inference Using Price Elasticity of Demand Approach, Journal of Journal of Cognitive Human-Computer Interaction, Vol. 3 , No. 1 , (2022) : 08-16 (Doi   :  https://doi.org/10.54216/JCHCI.030101)
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