03149nas a2200445 a 4500 20260818134219.0 200707s2017 th uu m rtt 0| a1eng d .b1234610x AIT RSPR no.IM-17-12 Akhileshwar, Chennu Identifying deplicate questions on Quora Pathum Thani, Thailand : Asian Institute of Technology, 2017 40 leaves : ill. Research studies project report ; no. IM-17-12 A research submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Information Management, School of Engineering and Technology Research studies project report (M. Eng.) - Asian Institute of Technology, 2017 Finding whether the two questions are asking the same thing can be challenging, as word choice and sentence structure may vary signi{uFB01}cantly. Some of the natural language processing techniques have been found to have the limited success in separating related question from duplicate ones. Quora is a very good source which helps the users to exchange their knowledge and they also face this problem of duplicate questions. Since Quora gives importance to similar questions problem, it want to provide a good experience for both the question seeker and writer. Using a data set question pairs provided by Quora in Kaggle, we extract the features from the data set by using some methods like common word share, Jaccard Similarity Coefcient, Cosine Similarity, Tf-Idf. After extracting the features from the data we use some machine learning algorithms to build a model using training data. By using this model we get the {uFB01}nal values of the test data set. Machine learning Technique Sumanta, Guha, Chairperson Phan, Minh Dung, Examination Committee Bohez, Erik L.J., Examination Committee AIT Fellowship, Scholarship donor Asian Institute of Technology. Research studies project report ; no. IM-17-12 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B06933 .b1234610x mnait m 240419 0 200707 m a m 0 mnait mnait mnarc mnarc 40 61 20 Barcode : 30050120890826 CREATED : 2020-06-22 RECORD # : i13277315 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : - CREATED : 2020-06-22 RECORD # : i13277327 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120982649 CREATED : 2020-07-14 RECORD # : i13282256 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120982631 CREATED : 2020-07-14 RECORD # : i13282268 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 57554 57554 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT RSPR no.IM-17-12 30050120890826 2026-08-18 13:42:19 1 2026-08-18 40 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT RSPR no.IM-17-12 2026-08-18 13:42:19 2026-08-18 61 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT RSPR no.IM-17-12 30050120982649 2026-08-18 13:42:19 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT RSPR no.IM-17-12 30050120982631 2026-08-18 13:42:19 2 2026-08-18 20