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Professor in Responsible Artificial Intelligence
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Dr Miriam Fernandez is a Senior Research Fellow at the Knowledge Media Institute (KMi), Open University, and a member of KMi's Social Data Science Group. Before joining KMi, she was research associate at Universidad Autonoma de Madrid, Spain and software engineer (internship) at Google Zurich, Switzerland. Her research is at the intersection of the Web Science (WS) and Semantic Web communities (SW), where she has contributed with more than 100 peer-reviewed articles in various leading conferences and journals. She has extensive expertise in leading EU and national projects. She frequently participates in organising committees and editorial boards of the top SW and WS conferences, recently being program co-chair of the International Semantic Web conference in 2017, and serving as editor for the Journal of Web Semantics. Dr. Fernandez is the Athena SWAN champion for KMi, leading key initiatives to increase equality diversity in higher education.

Keys: Semantic Web, Information Retrieval, Web Science, Data Analytics

Team: Harith Alani, Moizzah Asif, Gregoire Burel, , Anita Khadka, Prashant Khare, Lara Piccolo, Taha Tobaili

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08 Jun 2022


25 Jan 2022


19 Nov 2021


22 Jul 2021


05 Jul 2021

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Publications

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Reyero Lobo, P., Mensio, M., Pavon Perez, A., Bayer, V., Kwarteng, J., Fernandez, M., Daga, E. and Alani, H. (2022) Estimating Ground Truth in a Low-labelled Data Regime: A Study of Racism Detection in Spanish, Workshop on Novel Evaluation Approaches for Text Classification Systems on Social Media (NEATCLasS), Atlanta, Georgia

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Zubiaga, A., Vidgen, B., Fernandez, M. and Sastry, N. (2022) Editorial for Special Issue on Detecting, Understanding and Countering Online Harms, Online Social Networks and Media, 27

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Reyero Lobo, P., Daga, E., Alani, H. and Fernandez, M. (2022) Semantic Web technologies and bias in artificial intelligence: A systematic literature review, Semantic Web, pp. (Early access), IOS Press

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Kwarteng, J., Perfumi, S., Farrell, T. and Fernandez, M. (2021) Misogynoir: Public Online Response Towards Self-Reported Misogynoir, The 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 21), Online

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Bayer, V., Hlosta, M. and Fernandez, M. (2021) Learning Analytics and Fairness: Do Existing Algorithms Serve Everyone Equally?, AIED 2021; 22nd International Conference on Artificial Intelligence in Education, ONLINE from Utrecht

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