ERIC Number: ED585772
Record Type: Non-Journal
Publication Date: 2013
Pages: 20
Abstractor: As Provided
ISBN: N/A
ISSN: EISSN-
EISSN: N/A
Developing Pedagogically-Guided Algorithms for Intelligent Writing Feedback
Roscoe, Rod D.; Varner, Laura K.; Crossley, Scott A.; McNamara, Danielle S.
Grantee Submission, International Journal of Learning Technology v8 n4 p362-381 2013
Various computer tools have been developed to support educators' assessment of student writing, including automated essay scoring and automated writing evaluation systems. Research demonstrates that these systems exhibit relatively high scoring accuracy but uncertain instructional efficacy. Students' writing proficiency does not necessarily improve as a result of interacting with the software. One question is whether these systems offer appropriate or sufficient formative feedback to students about their writing. To motivate further research in this area, we present a straightforward methodology for constructing automated feedback algorithms that are grounded in writing pedagogy and assessment. The resulting threshold algorithms are demonstrated to be meaningfully related to essay quality and informative regarding individualised, formative feedback for writers. Potential applications and extensions of this methodology are discussed.
Descriptors: Writing Instruction, Intelligent Tutoring Systems, Computer Assisted Testing, Writing Evaluation, Formative Evaluation, Feedback (Response), Natural Language Processing, Discourse Analysis, Connected Discourse, Semantics, Grammar, Essays, High School Students, College Freshmen, Scoring Formulas
Publication Type: Journal Articles; Reports - Research
Education Level: High Schools
Audience: N/A
Language: English
Sponsor: Institute of Education Sciences (ED)
Authoring Institution: N/A
IES Funded: Yes
Grant or Contract Numbers: R305A080589