z-logo
open-access-imgOpen Access
Analisa Faktor yang Mempengaruhi Kondisi Kesehatan Menggunakan Algoritma Frequent Pattern Growth
Author(s) -
Sukma Evadini,
Alwis Nazir,
Yusra Pizaini
Publication year - 2018
Publication title -
applied information system and management
Language(s) - English
Resource type - Journals
eISSN - 2621-2544
pISSN - 2621-2536
DOI - 10.15408/aism.v1i1.8646
Subject(s) - affect (linguistics) , confidence interval , medicine , environmental health , psychology , communication
Health is an important factor in human life that have to be guarded, both physically and mentally. This study aimed to analyze the factors that affect health condition using medical check up data. Factors analyzed were consuming alcohol, smoking, exercise, age and gender. The method was the association rule using FPGrowth. The result of this study was factors that affect the health condition is alcohol, exercise and age. This result evidenced by the rules A3→K3, which means that if a person consumes more alcohol than 4 days/week with the amount of alcohol is less than 180ml/day, then health condition was poor with 11% support and 67% confidence. E1→K3, which means that if one rarely exercise then health condition was poor with 24% support and 99% confidence. G2→K3, which means that if a person in middle age group, then the condition of health was poor with 24% support and 99% confidence.

The content you want is available to Zendy users.

Already have an account? Click here to sign in.
Having issues? You can contact us here