A Hybrid MCDM Approach Based on Fuzzy-Logic and DEMATEL to Evaluate Adult Obesity

被引：3

作者：

Safaei, Mahmood ^{[1
]}

Sundararajan, Elankovan A. ^{[2
]}

Asadi, Shahla ^{[1
]}

Nilashi, Mehrbakhsh ^{[3
]}

Ab Aziz, Mohd Juzaiddin ^{[2
]}

Saravanan, M. S. ^{[4
]}

Abdelhaq, Maha ^{[5
]}

Alsaqour, Raed ^{[6
]}

机构：

[1] Univ Gloucestershire, Sch Comp & Engn, Cheltenham GL50 2RH, England

[2] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Ctr Software Technol & Management, Bangi 43600, Selangor, Malaysia

[3] UCSI Univ, UCSI Grad Business Sch, Kuala Lumpur 56000, Malaysia

[4] Saveetha Inst Med & Tech Sci, Saveetha Sch Engn, Dept Artificial Intelligence, Chennai 602105, Tamil Nadu, India

[5] Princess Nourah bint Abdulrahman Univ, Coll Comp & Informat Sci, Dept Informat Technol, POB 84428, Riyadh 11671, Saudi Arabia

[6] Saudi Elect Univ, Coll Comp & Informat, Dept Informat Technol, Riyadh 93499, Saudi Arabia

来源：

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH | 2022年 / 19卷 / 23期

关键词：

obesity; fuzzy rule-based; DEMATEL; risk factors; UNHEALTHY DIETARY HABITS; PHYSICAL-ACTIVITY; DETERMINANTS; HEALTH; SLEEP; PREVALENCE; ALGORITHMS; OVERWEIGHT; BEHAVIORS; TRENDS;

D O I：

10.3390/ijerph192315432

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Obesity and its complications is one of the main issues in today's world and is increasing rapidly. A wide range of non-contagious diseases, for instance, diabetes type 2, cardiovascular, high blood pressure and stroke, numerous types of cancer, and mental health issues are formed following obesity. According to the WHO, Malaysia is the sixth Asian country with an adult population suffering from obesity. Therefore, identifying risk factors associated with obesity among Malaysian adults is necessary. For this purpose, this study strives to investigate and assess the risk factors related to obesity and overweight in this country. A quantitative approach was employed by surveying 26 healthcare professionals by questionnaire. Collected data were analyzed with the DEMATEL and Fuzzy Rule-Based methods. We found that lack of physical activity, insufficient sleep, unhealthy diet, genetics, and perceived stress were the most significant risk factors for obesity.

引用

页数：21

共 50 条

[1] A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers
Buyukozkan, Gulcin
Cifci, Gizem
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) : 3000 - 3011
[2] A novel hybrid MCDM approach to evaluate ports’ dredging project criteria based on intuitionistic fuzzy DEMATEL and GOWPA
Saeed Khorram
Mohammad Ali Khalegh
[J]. WMU Journal of Maritime Affairs, 2020, 19 : 95 - 124
[3] A novel hybrid MCDM approach to evaluate ports' dredging project criteria based on intuitionistic fuzzy DEMATEL and GOWPA
Khorram, Saeed
Khalegh, Mohammad Ali
[J]. WMU JOURNAL OF MARITIME AFFAIRS, 2020, 19 (01) : 95 - 124
[4] Correction to: A novel hybrid MCDM approach to evaluate ports’ dredging project criteria based on intuitionistic fuzzy DEMATEL and GOWPA
Saeed Khorram
Mohammad Ali Khaleghi
[J]. WMU Journal of Maritime Affairs, 2020, 19 : 275 - 275
[5] A Novel Hybrid MCDM Approach Based on Fuzzy DEMATEL, ANP, and Fuzzy VIKOR for Selecting the Best Project Managers
Khodadadi, Ekhtiar
Aghabeigi, Mehdi
[J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2018, 9 (02) : 38 - 64
[6] A Fuzzy-Logic Based Approach to Color Segmentation
Zhao, Guoxin
Li, Yunyi
Chen, Genshe
Meng, Qinghao
Li, Wei
[J]. SENSORS AND SYSTEMS FOR SPACE APPLICATIONS VI, 2013, 8739
[7] A hybrid MCDM approach for agile concept selection using fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS
[J]. Vinodh, S. (vinodh_sekar82@yahoo.com), 1979, Springer London (83): : 9 - 12
[8] A hybrid MCDM approach for agile concept selection using fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS
Vinodh, S.
Balagi, T. S. Sai
Patil, Adithya
[J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 83 (9-12): : 1979 - 1987
[9] A hybrid MCDM approach for agile concept selection using fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS
S. Vinodh
T. S. Sai Balagi
Adithya Patil
[J]. The International Journal of Advanced Manufacturing Technology, 2016, 83 : 1979 - 1987
[10] ARRAY APPROACH TO FUZZY-LOGIC
JANTZEN, J
[J]. FUZZY SETS AND SYSTEMS, 1995, 70 (2-3) : 359 - 370

← 1 2 3 4 5 →