Disruptive Technology Machine Learning in Project Management
Natural Language Processing (NLP) is a subset of machine learning that aims to teach a machine how to recognise and understand language and text, in this case evaluating project task commentary submitted via email and automatically assigning a RAG status. It has been used in a variety of domains, where NLP serves as a link between artificial intelligence and humans, integrating languages, computer science and automation. As the field of Deep Learning NLP has advanced, it is now appropriate for use in project management reporting, making it a valuable tool for process improvement immune to cognitive biases and misclassification. This article examines how this technology can be used to automate project risk classification by employing a trained DL NLP model to review, comprehend, and assign risk classification based on commentary submitted to the project manager or project management office in conjunction with office applications. Machine learning, as opposed to intelligence programming,...
