A comparative study of major clustering techniques for MAR learning usability prioritization processes
Augmented reality; Hierarchical clustering; Usability engineering; Clustering techniques; Comparative studies; K-means; Mobile augmented reality; Mode-based; Prioritization process; Related works; Research methodologies; Iterative methods
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IOS Press BV
2023
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my.uniten.dspace-252482023-05-29T16:07:35Z A comparative study of major clustering techniques for MAR learning usability prioritization processes Lim K.C. Selamat A. Mohamed Zabil M.H. Selamat M.H. Alias R.A. Mohamed F. Krejcar O. 57188850203 24468984100 35185866500 57215520379 25928253600 55416008900 14719632500 Augmented reality; Hierarchical clustering; Usability engineering; Clustering techniques; Comparative studies; K-means; Mobile augmented reality; Mode-based; Prioritization process; Related works; Research methodologies; Iterative methods This paper presents and discusses a comparative study of three major clustering categories namely Hierarchical-based, Iterative mode-based and Partition-based in analyzing and prioritizing Mobile Augmented reality (MAR) Learning (MAR-learning) usability data. This paper first discusses the related works in usability and clustering before moving on to the identification of gaps that can be addressed through experimentation. This paper will then propose a research methodology to measure four common clustering techniques on MAR-learning usability data. The paper will then discourse comparative results showing how Mini-batch K-means to be an ideal technique within the experimental setup. The paper will then present important research highlights, discussion, conclusion and future works. � 2020 The authors and IOS Press. All rights reserved. Final 2023-05-29T08:07:34Z 2023-05-29T08:07:34Z 2020 Conference Paper 10.3233/FAIA200577 2-s2.0-85092743262 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85092743262&doi=10.3233%2fFAIA200577&partnerID=40&md5=c0adf9d866691ea74410ca1f4c8067eb https://irepository.uniten.edu.my/handle/123456789/25248 327 317 329 IOS Press BV Scopus |
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| description |
Augmented reality; Hierarchical clustering; Usability engineering; Clustering techniques; Comparative studies; K-means; Mobile augmented reality; Mode-based; Prioritization process; Related works; Research methodologies; Iterative methods |
| author2 |
57188850203 |
| author_facet |
57188850203 Lim K.C. Selamat A. Mohamed Zabil M.H. Selamat M.H. Alias R.A. Mohamed F. Krejcar O. |
| format |
Conference Paper |
| author |
Lim K.C. Selamat A. Mohamed Zabil M.H. Selamat M.H. Alias R.A. Mohamed F. Krejcar O. |
| spellingShingle |
Lim K.C. Selamat A. Mohamed Zabil M.H. Selamat M.H. Alias R.A. Mohamed F. Krejcar O. A comparative study of major clustering techniques for MAR learning usability prioritization processes |
| author_sort |
Lim K.C. |
| title |
A comparative study of major clustering techniques for MAR learning usability prioritization processes |
| title_short |
A comparative study of major clustering techniques for MAR learning usability prioritization processes |
| title_full |
A comparative study of major clustering techniques for MAR learning usability prioritization processes |
| title_fullStr |
A comparative study of major clustering techniques for MAR learning usability prioritization processes |
| title_full_unstemmed |
A comparative study of major clustering techniques for MAR learning usability prioritization processes |
| title_sort |
comparative study of major clustering techniques for mar learning usability prioritization processes |
| publisher |
IOS Press BV |
| publishDate |
2023 |
| _version_ |
1806423997866311680 |
| score |
13.214268 |