TY - JOUR T1 - Car Price Prediction Using an Artificial Neural Network AU - Karakoç, Mehmet Mehdi AU - Çelik, Gaffari AU - Varol, Asaf PY - 2020 DA - December JF - Eastern Anatolian Journal of Science PB - Ağrı İbrahim Çeçen University WT - DergiPark SN - 2149-6137 SP - 44 EP - 48 VL - 6 IS - 2 LA - en AB - When buying and selling cars, it can be a challenge to assign the correct price. Artificial neural networks, a branch of artificial intelligence, are frequently used for such calculations. In this study we designed two different artificial neural networks for car price forecasting and tested them using data from a car sales website. For data, a software was developed using the C# programming language and the MSSQL Server database management system, also HTMLAgilityPack library was used to read the data on the website. A procedure was written with T-SQL language to digitize the data. As a result of the study, using data from approximately 1000 cars, a success rate of 91.38% was obtained. More data is needed for better results. KW - Artificial Neural Networks KW - Artificial Intelligence KW - Car Price Prediction CR - Talu M. F. and Tatar Y.; An Edge detection Method for Using Model based Artificial Neural Network (In Turkish). Journal of Turkey Informatics and Computer Science Foundation. 1(1), 74-80, (2005) CR - Laxmi V. and Rohil H.: License Plate Recognition System using Back Propagation Neural Network. International Journal of Computer Applications, 99 (8), 29-37, (2014) CR - Han M.-W. and Kopacck, P.: Optimization Using Artificial Neural Networks. IFAC Proceedings Volumes. 28 (24), 357-360, (1995) CR - Thati A., Biswas A., and Chowdhury S. R.: Breath acetone-based non-invasive detection of blood glucose levels. International Journal on Smart Sensing and Intelligent Systems, 2 (8), 1244-1260, (2015) CR - Deperlioğlu Ö. and Köse, U.: An educational tool for artificial neural networks. Computers & Electrical Engineering. 37 (3), 392-402, (2011) CR - Elmas Ç.: Artificial Neural Network – theory, architecture, training, implementation (In Turkish), Ankara, Turkey: Seçkin Press, (2003) CR - Karcı A. and Demir M.: Estimation of protein structures by classification of angles between a carbons of amino acids based on artificial neural Networks. Expert Systems with Applications, 36 (1), 5541-5548, (2009) CR - Google Trends: https://trends.google.com /trends/explore?q=Arabam.com,Sahibinden.com, Araba.com, arabam.com, tasit.com&geo=TR. (2018). Accessed 12 November 2018 CR - Bala R. and Kumar D.: Classification Using ANN: A Review. International Journal of Computational Intelligence Research. 13 (7), 1811-1820, (2017) UR - https://dergipark.org.tr/en/pub/eajs/issue//781360 L1 - https://dergipark.org.tr/en/download/article-file/1243540 ER -