Data selection in the assessment of higher order thinking skills: focus on cognitive competency
This paper is discussing on the higher order thinking skills assessment focusing on cognitive competency via assisted assessment. The focus is on short free text answer for tertiary level of education. The hybrid approached has been employed in the assessment. The techniques are a combination of...
| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2019
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/72549/ http://irep.iium.edu.my/72549/3/72549%20Data%20Selection%20in%20the%20Assessment%20of%20Higher%20Order%20Thinking%20Skills.pdf http://irep.iium.edu.my/72549/2/72549%20Data%20Selection%20in%20the%20Assessment%20of%20Higher%20Order%20SCOPUS.pdf |
| _version_ | 1848787632320937984 |
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| author | Lajis, Adidah Mohd Nor@Abdullah, Anis Fadzilah Awang Mat, Tiliza Nasir, Haidawati Ab Aziz, Normaziah |
| author_facet | Lajis, Adidah Mohd Nor@Abdullah, Anis Fadzilah Awang Mat, Tiliza Nasir, Haidawati Ab Aziz, Normaziah |
| author_sort | Lajis, Adidah |
| building | IIUM Repository |
| collection | Online Access |
| description | This paper is discussing on the higher order
thinking skills assessment focusing on cognitive competency via
assisted assessment. The focus is on short free text answer for
tertiary level of education. The hybrid approached has been
employed in the assessment. The techniques are a combination of
CNN-seq and information theory. CNN-seq concept is used to
generate the pattern of the answer and the information theory is
employed to generate the amount of knowledge and finally the
mark will be calculated. Based on initial test on few data, it is
found that this hybrid technique has produced encouraging
result. Data selection is carefully done to ensure the questions are
belonging to higher order thinking skills category. It is found
that most of questions to test this level of skills not in the format
of textual answer. Due to the difficulty getting the data, the full
testing result is still due. The data collection is still in progress.. |
| first_indexed | 2025-11-14T17:28:01Z |
| format | Proceeding Paper |
| id | iium-72549 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:28:01Z |
| publishDate | 2019 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-725492019-06-12T02:33:37Z http://irep.iium.edu.my/72549/ Data selection in the assessment of higher order thinking skills: focus on cognitive competency Lajis, Adidah Mohd Nor@Abdullah, Anis Fadzilah Awang Mat, Tiliza Nasir, Haidawati Ab Aziz, Normaziah T Technology (General) This paper is discussing on the higher order thinking skills assessment focusing on cognitive competency via assisted assessment. The focus is on short free text answer for tertiary level of education. The hybrid approached has been employed in the assessment. The techniques are a combination of CNN-seq and information theory. CNN-seq concept is used to generate the pattern of the answer and the information theory is employed to generate the amount of knowledge and finally the mark will be calculated. Based on initial test on few data, it is found that this hybrid technique has produced encouraging result. Data selection is carefully done to ensure the questions are belonging to higher order thinking skills category. It is found that most of questions to test this level of skills not in the format of textual answer. Due to the difficulty getting the data, the full testing result is still due. The data collection is still in progress.. IEEE 2019-04-15 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/72549/3/72549%20Data%20Selection%20in%20the%20Assessment%20of%20Higher%20Order%20Thinking%20Skills.pdf application/pdf en http://irep.iium.edu.my/72549/2/72549%20Data%20Selection%20in%20the%20Assessment%20of%20Higher%20Order%20SCOPUS.pdf Lajis, Adidah and Mohd Nor@Abdullah, Anis Fadzilah and Awang Mat, Tiliza and Nasir, Haidawati and Ab Aziz, Normaziah (2019) Data selection in the assessment of higher order thinking skills: focus on cognitive competency. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA), 28th-30th November 2018, Songkla, Thailand. https://ieeexplore.ieee.org/document/8688782 10.1109/ICSIMA.2018.8688782 |
| spellingShingle | T Technology (General) Lajis, Adidah Mohd Nor@Abdullah, Anis Fadzilah Awang Mat, Tiliza Nasir, Haidawati Ab Aziz, Normaziah Data selection in the assessment of higher order thinking skills: focus on cognitive competency |
| title | Data selection in the assessment of higher order
thinking skills: focus on cognitive competency |
| title_full | Data selection in the assessment of higher order
thinking skills: focus on cognitive competency |
| title_fullStr | Data selection in the assessment of higher order
thinking skills: focus on cognitive competency |
| title_full_unstemmed | Data selection in the assessment of higher order
thinking skills: focus on cognitive competency |
| title_short | Data selection in the assessment of higher order
thinking skills: focus on cognitive competency |
| title_sort | data selection in the assessment of higher order
thinking skills: focus on cognitive competency |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/72549/ http://irep.iium.edu.my/72549/ http://irep.iium.edu.my/72549/ http://irep.iium.edu.my/72549/3/72549%20Data%20Selection%20in%20the%20Assessment%20of%20Higher%20Order%20Thinking%20Skills.pdf http://irep.iium.edu.my/72549/2/72549%20Data%20Selection%20in%20the%20Assessment%20of%20Higher%20Order%20SCOPUS.pdf |