A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali
Nowadays, being underweight during childhood is equally risky as being overweight. Underweight children lead to decrement in their academic performance, a social problem as well as challenging attitudes. Underweight people are likely to be less fit and active, which would also increase their cardiov...
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Universiti Teknologi MARA, Perlis
2018
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| Online Access: | https://ir.uitm.edu.my/id/eprint/68734/1/68734.pdf https://ir.uitm.edu.my/id/eprint/68734/ https://crinn.conferencehunter.com/index.php/jcrinn |
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| _version_ | 1833074102768762880 |
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| author | Moktar, Balkiah Aziz, Nur Amalina Mohd Razali, Muhamad Hasbullah |
| author_facet | Moktar, Balkiah Aziz, Nur Amalina Mohd Razali, Muhamad Hasbullah |
| author_sort | Moktar, Balkiah |
| building | Tun Abdul Razak Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Mara |
| content_source | UiTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Nowadays, being underweight during childhood is equally risky as being overweight. Underweight children lead to decrement in their academic performance, a social problem as well as challenging attitudes. Underweight people are likely to be less fit and active, which would also increase their cardiovascular risk and health problem. Their mind also becomes inflexible while their concentration and ability to decide are markedly weak. The purpose of this study is to evaluate the chances of having underweight among the children by using Fuzzy Logic (FL) Approach. Besides that, the comparison of effectiveness result of underweight between Body Mass Index (BMI) method and FL Approach using Mamdani method will be made. The data of weight and height of the children were collected from 3 kindergartens in Perlis. The result shows that 60 to 70 percent of children having an underweight in a range between 79.1% to 91.2% compare to the BMI method that is only 10 percent of children have underweight. It shows that Mamdani method was very effective compared to BMI Method because of the flexibility from the output control that is a smooth control function despite a wide range of input. |
| format | Article |
| id | my.uitm.ir-68734 |
| institution | Universiti Teknologi Mara |
| language | en |
| publishDate | 2018 |
| publisher | Universiti Teknologi MARA, Perlis |
| record_format | eprints |
| spelling | my.uitm.ir-687342023-01-09T04:35:59Z https://ir.uitm.edu.my/id/eprint/68734/ A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali jcrinn Moktar, Balkiah Aziz, Nur Amalina Mohd Razali, Muhamad Hasbullah Fuzzy logic Human physiology. Including general works on human biology Nowadays, being underweight during childhood is equally risky as being overweight. Underweight children lead to decrement in their academic performance, a social problem as well as challenging attitudes. Underweight people are likely to be less fit and active, which would also increase their cardiovascular risk and health problem. Their mind also becomes inflexible while their concentration and ability to decide are markedly weak. The purpose of this study is to evaluate the chances of having underweight among the children by using Fuzzy Logic (FL) Approach. Besides that, the comparison of effectiveness result of underweight between Body Mass Index (BMI) method and FL Approach using Mamdani method will be made. The data of weight and height of the children were collected from 3 kindergartens in Perlis. The result shows that 60 to 70 percent of children having an underweight in a range between 79.1% to 91.2% compare to the BMI method that is only 10 percent of children have underweight. It shows that Mamdani method was very effective compared to BMI Method because of the flexibility from the output control that is a smooth control function despite a wide range of input. Universiti Teknologi MARA, Perlis 2018 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/68734/1/68734.pdf A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali. (2018) Journal of Computing Research and Innovation (JCRINN) <https://ir.uitm.edu.my/view/publication/Journal_of_Computing_Research_and_Innovation_=28JCRINN=29/>, 3 (3): 6. pp. 36-45. ISSN 2600-8793 https://crinn.conferencehunter.com/index.php/jcrinn 10.24191/jcrinn.v3i3.76 10.24191/jcrinn.v3i3.76 10.24191/jcrinn.v3i3.76 |
| spellingShingle | Fuzzy logic Human physiology. Including general works on human biology Moktar, Balkiah Aziz, Nur Amalina Mohd Razali, Muhamad Hasbullah A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali |
| title | A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali |
| title_full | A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali |
| title_fullStr | A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali |
| title_full_unstemmed | A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali |
| title_short | A fuzzy logic approach to measure underweight among kindergarten's kids / Balkiah Moktar, Nur Amalina Aziz and Muhamad Hasbullah Mohd Razali |
| title_sort | fuzzy logic approach to measure underweight among kindergarten's kids / balkiah moktar, nur amalina aziz and muhamad hasbullah mohd razali |
| topic | Fuzzy logic Human physiology. Including general works on human biology |
| url | https://ir.uitm.edu.my/id/eprint/68734/1/68734.pdf https://ir.uitm.edu.my/id/eprint/68734/ https://crinn.conferencehunter.com/index.php/jcrinn |
| url_provider | http://ir.uitm.edu.my/ |