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A Text Mining Content Analysis Tool for Christian Faith-Based Media Institutions’ Production
Nairobi: Strathmore University, Master Thesis (2023), xiv, 71 pp.
"This research is proposing a new approach for the faith-based media institutions in the creation and production of content. The solution proposed by this research is a text mining content analysis tool that uses data mining techniques including Association, Clustering and Classification in the disc
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Whose Fingerprint Does the News Show? Developing Machine Learning Classifiers for Automatically Identifying Russian State-Funded News in Serbia
International Journal of Communication, volume 14 (2020), pp. 4428-4452
"Democratic nations around the globe are facing increasing levels of false and misleading information circulating on social media and news websites, propagating alternative sociopolitical realities. One of the most innovative actors in this process has been the Russian state, whose disinformation ca
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Using Machine Learning to Analyse Radio Talk in Uganda: Opportunities for Sustainable Development and Humanitarian Action
UN Global Pulse; Pulse Lab Kampala (2017), 23 pp.
"This report outlines the methodology and processes of the Radio Content Analysis Tool, a prototype developed by Pulse Lab Kampala to analyse public radio content in Uganda and explore its value for informing development of UN projects and programmes on the ground. It distills the technology behind
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"Mecodify is an open-source tool created as part of the Media Conflict and Democratization Project (http://mecodem.eu) to help gather, analyse and visualise Twitter data for use by social science scholars. The name describes what it does, i.e., Message Codification by converting messages to systemat
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