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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Mechine learning model for calculating the air line fares |
| Authors Name: | K.Nithish , K.Nihanth Sai , K. Sai vinay , K.Gopinadh , MS.K.Sathiya Priya |
| Unique Id: | IJSDR2404108 |
| Published In: | Volume 9 Issue 4, April-2024 |
| Abstract: | Abstract: The rate of air price tag is suffering from many elements like distance of flight, time of buy, price of gasoline etc. Each carrier has its personal rules and methods for setting prices. Recent advances in artificial intelligence (AI) and device studying (ML) permit such rules and pricing fashions to absorb modifications. This paper proposes a brand new use of publicly available assets of aviation information: the Origin and Destination Airline Survey (DB1B) and the Air Carrier Statistics Database (T-a hundred). The proposed framework integrates two databases with macroeconomic statistics and uses system learning algorithms to version common quarterly ticket fees throughout exceptional primary organizations referred to as market segments. The panel achieves high predictive accuracy with a specific R-squared score of 0.869 at the take a look at records set. |
| Keywords: | Keywords: Artificial Intelligence (AI) and Machine Learning (ML), Prediction Model; Airfare Price; Pricing Models. |
| Cite Article: | "Mechine learning model for calculating the air line fares ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.9, Issue 4, page no.777 - 780, April-2024, Available :http://www.ijsdr.org/papers/IJSDR2404108.pdf |
| Downloads: | 000338172 |
| Publication Details: | Published Paper ID: IJSDR2404108 Registration ID:210812 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: 777 - 780 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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