Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision

Assessment is an essential part of the learning process, both in formative learning settings and traditional summative assessment. Both types are challenging, as it can be difficult to ensure consistency, reliability and absence of bias. In formative assessment the problem of workload and timely res...

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Main Authors: Weinberger, A., Dreher, Heinz, AL-Smadi, M., Guetl, Christian
Other Authors: Curtin University
Format: Conference Paper
Published: Curtin University 2011
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/24964
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author Weinberger, A.
Dreher, Heinz
AL-Smadi, M.
Guetl, Christian
author2 Curtin University
author_facet Curtin University
Weinberger, A.
Dreher, Heinz
AL-Smadi, M.
Guetl, Christian
author_sort Weinberger, A.
building Curtin Institutional Repository
collection Online Access
description Assessment is an essential part of the learning process, both in formative learning settings and traditional summative assessment. Both types are challenging, as it can be difficult to ensure consistency, reliability and absence of bias. In formative assessment the problem of workload and timely results is even greater, as the task is carried out more frequently. Information technology is able to assist teachers in these challenges to various degrees depending on the type of test items. The essay test item, besides the well-known application to train language skills and to acquire foreign languages, is widely used to test higher order thinking skills and therefore it can be applied in a great variety of subject domains at different educational levels. Evaluating essays is a time-consuming task hence supporting technologies can deliver great advantages. In this paper we introduce a semi-automated approach to essay grading based on analytical assessment rubrics, the use of which facilitate feedback provision. A prototype system is described in terms of requirements derived from the authors' own experience and the published literature, a workflow model. Reflection of the development experience and user feedback informs further development of the system.
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spelling curtin-20.500.11937-249642017-01-30T12:46:00Z Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision Weinberger, A. Dreher, Heinz AL-Smadi, M. Guetl, Christian Curtin University analytical assessment rubrics formative assessment automated essay grading Assessment is an essential part of the learning process, both in formative learning settings and traditional summative assessment. Both types are challenging, as it can be difficult to ensure consistency, reliability and absence of bias. In formative assessment the problem of workload and timely results is even greater, as the task is carried out more frequently. Information technology is able to assist teachers in these challenges to various degrees depending on the type of test items. The essay test item, besides the well-known application to train language skills and to acquire foreign languages, is widely used to test higher order thinking skills and therefore it can be applied in a great variety of subject domains at different educational levels. Evaluating essays is a time-consuming task hence supporting technologies can deliver great advantages. In this paper we introduce a semi-automated approach to essay grading based on analytical assessment rubrics, the use of which facilitate feedback provision. A prototype system is described in terms of requirements derived from the authors' own experience and the published literature, a workflow model. Reflection of the development experience and user feedback informs further development of the system. 2011 Conference Paper http://hdl.handle.net/20.500.11937/24964 Curtin University fulltext
spellingShingle analytical assessment rubrics
formative assessment
automated essay grading
Weinberger, A.
Dreher, Heinz
AL-Smadi, M.
Guetl, Christian
Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision
title Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision
title_full Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision
title_fullStr Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision
title_full_unstemmed Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision
title_short Analytical assessment rubrics to facilitate semi-automated Essay grading and feedback provision
title_sort analytical assessment rubrics to facilitate semi-automated essay grading and feedback provision
topic analytical assessment rubrics
formative assessment
automated essay grading
url http://hdl.handle.net/20.500.11937/24964