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The Use of Naive Bayes for Broiler Digestive Tract Disease Detection Christyan Cahyaningtyas; Hindriyanto Dwi Purnomo; Budi Kristianto
JITCE (Journal of Information Technology and Computer Engineering) Vol 3 No 01 (2019): Journal of Information Technology and Computer Engineering
Publisher : Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (346.396 KB) | DOI: 10.25077/jitce.3.01.1-7.2019

Abstract

Broiler chicken is a species of chicken that have high productivity. In order to get a good quality of chicken, good treatments of the breeding factors is needed, so the chicken will not easily infected by diseases. Gastrointestinal diseases are common disease that infects chickens. The mortality level caused by gastrointestinal diseases is considered high. This study is designed to address the problem by developing a system using the Naive Bayes algorithm. 60 chicken data samples were used, and the result shows that Naive Bayes might be used to detect gastrointestinal diseases among chickens with accuracy level of 93.3%. The number was confirmed by using confusion matrix evaluation method, and gave same level of accuracy compared to the expert judgments.
Environmental Governance as a Model of Environmental Management Budi Kristianto
Journal of Wetlands Environmental Management Vol 2, No 1 (2014): January - June
Publisher : Center for Journal Management and Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/jwem.v2i1.33

Abstract

The concept of environmental governance does not promise practical solutions and provides short guidance in solving intertwined environmental problems in Indonesia. But at least environmental concept is useful when we try to realize environmental management in Indonesia currently. The worst is that the mistake has become routine manifesting in pragmatism in environmental management. Before it all too late, it is better that we keep in mind a German proverb in the beginning of this writing, which more or less, means “ we do not know what the future brings, but we know that we should act.”
Cultural Influence on Clinical Features of Depression Gani, Rina Krismiati; Mahajudin, Marlina Setiawati; Budi Kristianto
Jurnal Psikiatri Surabaya Vol. 11 No. 2 (2022): November
Publisher : Faculty of Medicine, Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jps.v11i2.24933

Abstract

Introduction: Depression is a common cause of poor health throughout the world. Genotype factors and cultural environment will interact to influence the psychodynamics of a person's behavior in expressing depression. Objective: This paper aims to describe the influence of cultural factors on a person's psychodynamics and clinical features of depression. Methods: PubMed and Google Scholar were searched using the following keyword (depression) AND (clinical features OR clinical appearance) AND (psychodynamic) AND (cultural influences) using the journal publication filter for the 2014-2020 issues. We also used textbooks published in the last 10 years and were related to writing themes. Results: Every individual has "internal” and "external” views within him, which are influenced by the culture in which he grows and develops. These views, along with beliefs, religions, and gender differences can influence the type and severity of depression as well as variations in clinical appearance. In addition, most of the existing psychometrics developed in Europe and the United States, so some items are not appropriate when applied in different cultures. In Indonesia, there is an Indonesian Depression Checklist that has been adapted to Indonesian culture to detect depression. Physicians must avoid stereotyping members of certain cultural groups while respecting the importance of cultural influences. Conclusions: Psychodynamics and culture will influence behavior in response to the distress, resulting in clinical vary features of depression across cultures. Healthcare workers must have the cultural competence to sharpen their analytical power and avoid misdiagnosis of depression.