Text mining;
Natural language processing;
Machine learning;
Deep learning;
D O I:
10.47974/JIOS-1701
中图分类号:
G25 [图书馆学、图书馆事业];
G35 [情报学、情报工作];
学科分类号:
1205 ;
120501 ;
摘要:
The use of deep learning, machine learning, and natural language-based approaches in the artificial intelligence (AI) field has rapidly advanced document processing efficiency across a wide range of business areas. This research provides a comprehensive survey by providing approaches, models and datasets used for document processing especially for the project proposal documents. The objective of this study is to review the literature on AI-based methods for the aforementioned application, which involves the automated processing of project proposal documents with deep learning, machine learning, and natural language processing. It also investigates a case study, which discusses the application of the methodologies in one of the e-governance document-processing task.