Critical perspectives on writing analytics

Simon Buckingham Shum; Simon Knight; Danielle McNamara; Laura Allen; Duygu Bektik; Scott Crossley

doi:10.1145/2883851.2883854

Critical perspectives on writing analytics

Simon Buckingham Shum, Simon Knight, Danielle McNamara, Laura Allen, Duygu Bektik, Scott Crossley

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

16 Scopus citations

Abstract

Writing Analytics focuses on the measurement and analysis of written texts for the purpose of understanding writing processes and products, in their educational contexts, and improving the teaching and learning of writing. This workshop adopts a critical, holistic perspective in which the definition of "the system" and "success" is not restricted to IR metrics such as precision and recall, but recognizes the many wider issues that aid or obstruct analytics adoption in educational settings, such as theoretical and pedagogical grounding, usability, user experience, stakeholder design engagement, practitioner development, organizational infrastructure, policy and ethics.

Original language	English (US)
Title of host publication	LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact
Subtitle of host publication	Convergence of Communities for Grounding, Implementation, and Validation
Publisher	Association for Computing Machinery
Pages	481-483
Number of pages	3
ISBN (Electronic)	9781450341905
DOIs	https://doi.org/10.1145/2883851.2883854
State	Published - Apr 25 2016
Externally published	Yes
Event	6th International Conference on Learning Analytics and Knowledge, LAK 2016 - Edinburgh, United Kingdom Duration: Apr 25 2016 → Apr 29 2016

Publication series

Name	ACM International Conference Proceeding Series
Volume	25-29-April-2016

Other

Other	6th International Conference on Learning Analytics and Knowledge, LAK 2016
Country	United Kingdom
City	Edinburgh
Period	4/25/16 → 4/29/16

Keywords

Education
Natural language processing
Writing

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Access to Document

10.1145/2883851.2883854

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Cite this

Shum, S. B., Knight, S., McNamara, D., Allen, L., Bektik, D., & Crossley, S. (2016). Critical perspectives on writing analytics. In LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation (pp. 481-483). (ACM International Conference Proceeding Series; Vol. 25-29-April-2016). Association for Computing Machinery. https://doi.org/10.1145/2883851.2883854

Critical perspectives on writing analytics. / Shum, Simon Buckingham; Knight, Simon; McNamara, Danielle; Allen, Laura; Bektik, Duygu; Crossley, Scott.

LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery, 2016. p. 481-483 (ACM International Conference Proceeding Series; Vol. 25-29-April-2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shum, SB, Knight, S, McNamara, D, Allen, L, Bektik, D & Crossley, S 2016, Critical perspectives on writing analytics. in LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. ACM International Conference Proceeding Series, vol. 25-29-April-2016, Association for Computing Machinery, pp. 481-483, 6th International Conference on Learning Analytics and Knowledge, LAK 2016, Edinburgh, United Kingdom, 4/25/16. https://doi.org/10.1145/2883851.2883854

Shum SB, Knight S, McNamara D, Allen L, Bektik D, Crossley S. Critical perspectives on writing analytics. In LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery. 2016. p. 481-483. (ACM International Conference Proceeding Series). https://doi.org/10.1145/2883851.2883854

Shum, Simon Buckingham ; Knight, Simon ; McNamara, Danielle ; Allen, Laura ; Bektik, Duygu ; Crossley, Scott. / Critical perspectives on writing analytics. LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery, 2016. pp. 481-483 (ACM International Conference Proceeding Series).

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