DocumentCode
3080898
Title
Writing-Based Learning Analytics for Education
Author
Clemens, C. ; Kumar, Vipin ; Mitchnick, Diane
Author_Institution
Sch. of Comput. & Inf. Syst., Athabasca Univ., Athabasca, AB, Canada
fYear
2013
fDate
15-18 July 2013
Firstpage
504
Lastpage
505
Abstract
Computer-driven analytics are becoming increasingly essential to various disciplines. Written language in particular has received a great deal of attention, and many tools now exist to gather information about compositions. This research has resulted in Internet search programs, translators, and computerized narrators. However, analytics have yet to be rigorously applied to the field of academic writing. Within this specialized area, there are many prospects for how analytics may be applied. These details, however, first require definitions of analytics and writing analytics in particular, consideration on how they may be used, and the tools available for their collection and implementation.
Keywords
computer aided instruction; Internet search program; Internet translator; academic writing; computer-driven analytics; computerized narrator; writing analytics; writing-based learning analytics; Computers; Conferences; Educational institutions; Grammar; Measurement; Natural language processing; Analytics; Assessment; Education; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies (ICALT), 2013 IEEE 13th International Conference on
Conference_Location
Beijing
Type
conf
DOI
10.1109/ICALT.2013.164
Filename
6602006
Link To Document