Prediction of relatedness in stack overflow: Deep learning vs. SVM: A reproducibility study

• Main Authors: XU, Bowen, SHIRANI, Amirreza, LO, David, ALIPOUR, Mohammad Amin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Relatedness Prediction; Deep Learning; Support Vector Machine; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4293; https://ink.library.smu.edu.sg/context/sis_research/article/5296/viewcontent/a21_xu.pdf
• Institution: Singapore Management University

Background Xu et al. used a deep neural network (DNN) technique to classify the degree of relatedness between two knowledge units (question-answer threads) on Stack Overflow. More recently, extending Xu et al.'s work, Fu and Menzies proposed a simpler classification technique based on a fine-tu...