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TEXT MINING TRANSPORTATION RESEARCH GRANT BIG DATA: KNOWLEDGE EXTRACTION AND PREDICTIVE MODELING USING FAST NEURAL NETS
2017
International Journal for transport and traffic engineering
Research grant databases offer a wealth of information to study research trends, research collaboration networks and patterns of funding over time. Natural Language Processing (NLP) and Text Mining (TM) in combination with Machine Learning (ML) are excellent data science tools to collect, analyze and to unearth interesting findings from huge text corpora such as these databases. At a time, when transportation agencies across the globe are facing budgetary constraints and are asked "to do more
doi:10.7708/ijtte.2017.7(3).06
fatcat:g24on44zf5hx3fi3moojnrwfgu