Towards Improving Rhetorical Categories Classification and Unveiling Sequential Patterns in Students' Writing

Author:

Iqbal Sehrish1ORCID,Rakovic Mladen1ORCID,Chen Guanliang1ORCID,Li Tongguang1ORCID,Bajaj Jasmine1ORCID,Mello Rafael Ferreira2ORCID,Fan Yizhou3ORCID,Aljohani Naif Radi4ORCID,Gasevic Dragan5ORCID

Affiliation:

1. Monash University, Australia

2. Universidade Federal Rural de Pernambuco, Brazil and Monash University, Australia

3. Peking University, China and Monash University, Australia

4. King Abdulaziz University, Saudi Arabia and Monash University, Australia

5. Monash University, Australia and King Abdulaziz University, Saudi Arabia

Funder

Australian Research Council

Jacobs Foundation

Economic and Social Research Council

Publisher

ACM

Reference49 articles.

1. Lorin W Anderson and David R Krathwohl. 2001. A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives: complete edition. Addison Wesley Longman, Inc.

2. Toward Automatic Classification of Online Discussion Messages for Social Presence

3. Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-López, Daniel Molina, Richard Benjamins, 2020. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Info. fusion 58 (2020), 82–115.

4. Ron Artstein and Massimo Poesio. 2008. Inter-coder agreement for computational linguistics. Computational linguistics 34, 4 (2008), 555–596.

5. Benjamin Bloom. 1956. Taxonomy of educational objectives: the classification of educational goals – Handbook 1, Cognitive Domain. David McKay Publications.

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