03903nas a2200469 a 4500 20260818114249.0 200707s2017 th uu m rtt 0| a1eng d .b12346081 AIT RSPR no.IM-17-10 Wijayarathna, Peruma H.S.S. A forecasting system for batsmen playing one-day internation cricket Pathum Thani, Thailand : Asian Institute of Technology, 2017 71 p. : ill. Research studies project report ; no. IM-17-10 A research submitted in partial fulfillment of the requirements for the degree of Master of Science in Information Management, School of Engineering and Technology Research studies project report (M. Sc.) - Asian Institute of Technology, 2017 The growth of the information and the decision-making systems are currently in vogue in the global environment. The emerging areas such as Big Data and Cloud computing are playing a major technological role in handling large data volume and for subsequent analyzing. When the data volume is high, it is important to analyze correct data attributes using different tools and technologies. The concept of data mining is a famous way of collecting, preprocessing and analyzing data, accordingly, in a supervised or unsupervised way. Therefore, machine learning algorithms are being used to manage large data volumes to make better decisions. This research work was focused to develop a model to forecast performance of batsmen playing in one-day international cricket tournaments. After carefully analyzing the current trends and technologies, the model was developed, based , according to the study, among 28 factors, such as Age, Matches won or lost, whether Batting or chasing, Batting position and Bowling style. They were ,inter alia, identified as significant in affecting the performance behavior of batsmen. To develop the model many data mining tools, such as SPSS, Math Lab, WEKA, Orange, R and Python, were identified as suitable. WEKA tool was, anyhow, employed for this research study because it is an open source and is easy to use, compared to others. The study found out, after the development of the model that, there is a correlation between age and the batting position for performance average run per match for a particular player. Decision-making Data processing Big data Analysis Cricket Data processing Sumanta, Guha, Chairperson Dailey, Mathew N., Examination Committee Vatcharaporn Esichaikul, Examination Committee Technical Education Development Project Asian Development Bank, Scholarship donor Asian Institute of Technology. Research studies project report ; no. IM-17-10 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B06935 .b12346081 mnait m 240419 0 200707 m a m 2 mnait mnait mnarc mnarc 40 61 20 Barcode : 30050120890842 CREATED : 2020-06-22 RECORD # : i13277273 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : - CREATED : 2020-06-22 RECORD # : i13277285 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120982680 CREATED : 2020-07-14 RECORD # : i13282207 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120982672 CREATED : 2020-07-14 RECORD # : i13282219 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 46473 46473 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT RSPR no.IM-17-10 30050120890842 2026-08-18 11:42:49 1 2026-08-18 40 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT RSPR no.IM-17-10 2026-08-18 11:42:49 2026-08-18 61 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT RSPR no.IM-17-10 30050120982680 2026-08-18 11:42:49 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT RSPR no.IM-17-10 30050120982672 2026-08-18 11:42:49 2 2026-08-18 20