Fuzzy bag-of-words model for document representation

• Main Authors: Zhao, Rui, Mao, Kezhi
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Document Classification; Document Representation
• Online Access: https://hdl.handle.net/10356/142434
• Institution: Nanyang Technological University

One key issue in text mining and natural language processing is how to effectively represent documents using numerical vectors. One classical model is the Bag-of-Words (BoW). In a BoW-based vector representation of a document, each element denotes the normalized number of occurrence of a basis term...