03249nas a2200457 a 4500 20260818173823.0 200706s2017 th uu m rtt 0| a1eng d .b12346020 AIT RSPR no.IM-17-04 Manideep, Alimi Prediction of IMDb movie rating using data-mining techniques Pathum Thani, Thailand : Asian Institute of Technology, 2017 45 leaves : ill. Research studies project report ; no. IM-17-04 A research submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science, School of Engineering and Technology Research studies project report (M. Sc.) - Asian Institute of Technology, 2017 As we know that many thousands of movies were releasing in the every year, to make a movie more budget is required and it costs a bomb about million dollars for completing a movie. To make the movie success is important to industry as they spend a lot of money in making of the {uFB01}lm. So in order to reduce this problem the movie rating prediction can help us many people to select which type of the movie will become success and what the factors included in the movie. The aim is to predict the Imdb movie ratings with the pre-release attributes which includes castandcrew. Beyond many techniques only few are considered and implemented in this research study. With the available attributes the rating can be predicted by available techniques, the techniques which we are used are k-nearest neighbor, linear regression and arti{uFB01}cia lneural net. So after {uFB01}nding the accuracy of each and every model, the model with the highest accuracy can be taken for {uFB01}nal prediction. Data mining Computer programs Motion pictures Databases Sumanta, Guha, Chairperson Phan, Minh Dung, Examination Committee Chutiporn Anutariya, Examination committee Royal Thai Government Fellowship, Scholarship donor Asian Institute of Technology. Research studies project report ; no. IM-17-04 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B06939 .b12346020 mnait m 240419 0 200706 m a m 0 mnait mnait mnarc mnarc 40 61 20 Barcode : 30050120890909 CREATED : 2020-06-22 RECORD # : i13277133 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : - CREATED : 2020-06-22 RECORD # : i13277145 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120982805 CREATED : 2020-07-14 RECORD # : i13282050 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120982797 CREATED : 2020-07-14 RECORD # : i13282062 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 1 TOT CHKOUT : 0 TOT RENEW : 0 90895 90895 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT RSPR no.IM-17-04 30050120890909 2026-08-18 17:38:23 1 2026-08-18 40 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT RSPR no.IM-17-04 2026-08-18 17:38:23 2026-08-18 61 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT RSPR no.IM-17-04 30050120982805 2026-08-18 17:38:23 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT RSPR no.IM-17-04 30050120982797 2026-08-18 17:38:23 2 2026-08-18 20