Ali Tavakoli's profile document
Description for Ali Tavakoli
Ali Tavakoli
Ali Tavakoli
Ali
Tavakoli
Post-Doctoral Research Associate - CIMPLE
Ali is a research associate at the Knowledge Media Institute, The Open University, and a member of the Social Data Science group. He has obtained a Ph.D. funded by the President's Doctoral Scholar Award in Computer Science from the University of Manchester.
His research interests are focused on natural language processing and text mining. His current research project CIMPLE focuses on the development of XAI models for detecting and assessing structural, emotional, and coverage manipulation of content. Ali is investigating the Use of Machine learning, NLP, linguistic models, and semantic technologies to detect and track the manipulation of information across multiple versions of a given story or event.
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The Open University account for Ali Tavakoli
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Ali Tavakoli's membership at KMi
Ali Tavakoli's participation in CIMPLE
CIMPLE
CIMPLE
Countering Creative Information Manipulation with Explainable AI
CIMPLE aims to experiment with innovative social and knowledge-driven AI explanations, and to use computational creativity techniques to generate powerful, engaging, and easily and quicky understandable explanations of rather complex AI decisions and behaviour. These explanations will be tested in the domain of detection and tracking of manipulated information, taking into account social, psychological and technical explainability needs and requirements. Covid-19, and climate change, are the main two use cases to be investigated.