Names, Nicknames, and Spelling Errors: Protecting Participant Identity in Learning Analytics of Online Discussions

Author:

Farrow Elaine1ORCID,Moore Johanna D.1ORCID,Gasevic Dragan2ORCID

Affiliation:

1. School of Informatics, University of Edinburgh, United Kingdom

2. Faculty of Information Technology, Monash University, Australia

Funder

Engineering and Physical Sciences Research Council

University Of Edinburgh

Publisher

ACM

Reference25 articles.

1. Allison Adams , Eric Aili , Daniel Aioanei , Rebecca Jonsson , Lina Mickelsson , Dagmar Mikmekova , Fred Roberts , Javier Fernandez Valencia , and Roger Wechsler . 2019 . AnonyMate: A Toolkit for Anonymizing Unstructured Chat Data . In Proceedings of the Workshop on NLP and Pseudonymisation. Linköping Electronic Press , Turku, Finland, 1–7. https://aclanthology.org/W19-6501 Allison Adams, Eric Aili, Daniel Aioanei, Rebecca Jonsson, Lina Mickelsson, Dagmar Mikmekova, Fred Roberts, Javier Fernandez Valencia, and Roger Wechsler. 2019. AnonyMate: A Toolkit for Anonymizing Unstructured Chat Data. In Proceedings of the Workshop on NLP and Pseudonymisation. Linköping Electronic Press, Turku, Finland, 1–7. https://aclanthology.org/W19-6501

2. The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text

3. BNC Consortium. 2007. British National Corpus XML edition. http://hdl.handle.net/20.500.12024/2554 Oxford Text Archive. BNC Consortium. 2007. British National Corpus XML edition. http://hdl.handle.net/20.500.12024/2554 Oxford Text Archive.

4. Nigel Bosch , R.  Wes Crues , Najmuddin Shaik , and Luc Paquette . 2020 . " Hello, [REDACTED]": Protecting student privacy in analyses of online discussion forums . In Proceedings of the 13th International Conference on Educational Data Mining (EDM 2020), Anna N. Rafferty, Jacob Whitehill, Cristóbal Romero, and Violetta Cavalli-Sforza (Eds.). International Educational Data Mining Society, Massachusetts, USA, 39–49. Nigel Bosch, R. Wes Crues, Najmuddin Shaik, and Luc Paquette. 2020. "Hello, [REDACTED]": Protecting student privacy in analyses of online discussion forums. In Proceedings of the 13th International Conference on Educational Data Mining (EDM 2020), Anna N. Rafferty, Jacob Whitehill, Cristóbal Romero, and Violetta Cavalli-Sforza (Eds.). International Educational Data Mining Society, Massachusetts, USA, 39–49.

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . http://arxiv.org/abs/1810.04805 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. http://arxiv.org/abs/1810.04805

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