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  1. Article

    Open Access

    Develo** a sentence level fairness metric using word embeddings

    Fairness is a principal social value that is observable in civilisations around the world. Yet, a fairness metric for digital texts that describe even a simple social interaction, e.g., ‘The boy hurt the girl’...

    Ahmed Izzidien, Stephen Fitz, Peter Romero… in International Journal of Digital Humanities (2023)

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    Article

    Computational personality recognition in social media

    A variety of approaches have been recently proposed to automatically infer users’ personality from their user generated content in social media. Approaches differ in terms of the machine learning algorithms an...

    Golnoosh Farnadi, Geetha Sitaraman… in User Modeling and User-Adapted Interaction (2016)

  3. No Access

    Chapter and Conference Paper

    Are You Satisfied with Life?: Predicting Satisfaction with Life from Facebook

    Social media can be beneficial in detecting early signs of emotional difficulty. We utilized the Satisfaction with Life (SWL) index as a cognitive health measure and presented models to predict an individual’s...

    Susan Collins, Yizhou Sun, Michal Kosinski… in Social Computing, Behavioral-Cultural Mode… (2015)

  4. Article

    Manifestations of user personality in website choice and behaviour on online social networks

    Individual differences in personality affect users’ online activities as much as they do in the offline world. This work, based on a sample of over a third of a million users, examines how users’ behaviour in ...

    Michal Kosinski, Yoram Bachrach, Pushmeet Kohli, David Stillwell… in Machine Learning (2014)

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