Bag-of-Concepts representation for document classification based on automatic knowledge acquisition from probabilistic knowledge base

• Main Authors: Li, Pengfei, Mao, Kezhi, Xu, Yuecong, Li, Qi, Zhang, Jiaheng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Natural Language Processing; Text Representation
• Online Access: https://hdl.handle.net/10356/137227
• Institution: Nanyang Technological University

Text representation, a crucial step for text mining and natural language processing, concerns about transforming unstructured textual data into structured numerical vectors to support various machine learning and data mining algorithms. For document classification, one classical and commonly adopted...