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Application of Data Mining to Identify Patterns in VCT Dataset: A Case of Gondar University Hospital Voluntary Counselling and Testing Center for HIV, Gondar, Northwest Ethiopia - Softcover
Synopsis
Voluntary Counseling and Testing (VCT) is an important intervention and entry point in the prevention, control and management of the human immunodeficiency virus (HIV. But, the documentation process of VCT logbooks and dataset has given little attention on the identification of the VCT user’s patterns and the outcome of the test results in Ethiopia. So, assessment of patterns in VCT outcomes using classification and association techniques of data mining is important for proper intervention. Based on the result of this study, physical status, reason to test, marital status, history of STIs,age and sex of the VCT clients are the optimal classifiers of HIV test result. From the association rules, females are more exposed for HIV infection and there is high HIV prevalence in 25-29 years age groups. Sothat data mining can apply to identify interesting patterns that help HIV and AIDS prevention and affected people care and support program. Thus, HIV care and support as well as prevention activities shall focus on attributes that are optimal and have high support and confidence with positive result and prevention activities shall focus on attributes associated with negative test results.
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About the Author
Kinfe Wubetu is Public Health (PH) Professional and has enormous practical experience on the field in various INGOs. Currently he is working in Save the Children in Ethiopia as Regional Coordinator for HIV/AIDS and Child Protection. His formal education includes B.Sc in PH from Debub University and MPH-Health Informatics from University of Gondar.
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Application of Data Mining to Identify Patterns in VCT Dataset
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LAP LAMBERT Academic Publishing Mrz 2013, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Voluntary Counseling and Testing (VCT) is an important intervention and entry point in the prevention, control and management of the human immunodeficiency virus (HIV. But, the documentation process of VCT logbooks and dataset has given little attention on the identification of the VCT user's patterns and the outcome of the test results in Ethiopia. So, assessment of patterns in VCT outcomes using classification and association techniques of data mining is important for proper intervention. Based on the result of this study, physical status, reason to test, marital status, history of STIs,age and sex of the VCT clients are the optimal classifiers of HIV test result. From the association rules, females are more exposed for HIV infection and there is high HIV prevalence in 25-29 years age groups. Sothat data mining can apply to identify interesting patterns that help HIV and AIDS prevention and affected people care and support program. Thus, HIV care and support as well as prevention activities shall focus on attributes that are optimal and have high support and confidence with positive result and prevention activities shall focus on attributes associated with negative test results. 60 pp. Englisch. Seller Inventory # 9783659371028
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Application of Data Mining to Identify Patterns in VCT Dataset : A Case of Gondar University Hospital Voluntary Counselling and Testing Center for HIV, Gondar, Northwest Ethiopia
Published by
LAP LAMBERT Academic Publishing, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Voluntary Counseling and Testing (VCT) is an important intervention and entry point in the prevention, control and management of the human immunodeficiency virus (HIV. But, the documentation process of VCT logbooks and dataset has given little attention on the identification of the VCT user's patterns and the outcome of the test results in Ethiopia. So, assessment of patterns in VCT outcomes using classification and association techniques of data mining is important for proper intervention. Based on the result of this study, physical status, reason to test, marital status, history of STIs,age and sex of the VCT clients are the optimal classifiers of HIV test result. From the association rules, females are more exposed for HIV infection and there is high HIV prevalence in 25-29 years age groups. Sothat data mining can apply to identify interesting patterns that help HIV and AIDS prevention and affected people care and support program. Thus, HIV care and support as well as prevention activities shall focus on attributes that are optimal and have high support and confidence with positive result and prevention activities shall focus on attributes associated with negative test results. Seller Inventory # 9783659371028
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Application of Data Mining to Identify Patterns in VCT Dataset
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LAP LAMBERT Academic Publishing, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Wubetu KinfeKinfe Wubetu is Public Health (PH) Professional and has enormous practical experience on the field in various INGOs. Currently he is working in Save the Children in Ethiopia as Regional Coordinator for HIV/AIDS and Child . Seller Inventory # 5151759
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Application of Data Mining to Identify Patterns in VCT Dataset: A Case of Gondar University Hospital Voluntary Counselling and Testing Center for HIV, Gondar, Northwest Ethiopia
Published by
LAP LAMBERT Academic Publishing, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
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Application of Data Mining to Identify Patterns in VCT Dataset
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ISBN 10: 3659371025
ISBN 13: 9783659371028
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Voluntary Counseling and Testing (VCT) is an important intervention and entry point in the prevention, control and management of the human immunodeficiency virus (HIV. But, the documentation process of VCT logbooks and dataset has given little attention on the identification of the VCT user's patterns and the outcome of the test results in Ethiopia. So, assessment of patterns in VCT outcomes using classification and association techniques of data mining is important for proper intervention. Based on the result of this study, physical status, reason to test, marital status, history of STIs,age and sex of the VCT clients are the optimal classifiers of HIV test result. From the association rules, females are more exposed for HIV infection and there is high HIV prevalence in 25-29 years age groups. Sothat data mining can apply to identify interesting patterns that help HIV and AIDS prevention and affected people care and support program. Thus, HIV care and support as well as prevention activities shall focus on attributes that are optimal and have high support and confidence with positive result and prevention activities shall focus on attributes associated with negative test results.OmniScriptum SRL, Str. Armeneasca 28/1, office 1, 2012 Chisinau 60 pp. Englisch. Seller Inventory # 9783659371028
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Application of Data Mining to Identify Patterns in VCT Dataset | A Case of Gondar University Hospital Voluntary Counselling and Testing Center for HIV, Gondar, Northwest Ethiopia
Published by
LAP LAMBERT Academic Publishing, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
New
Taschenbuch
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Taschenbuch. Condition: Neu. Application of Data Mining to Identify Patterns in VCT Dataset | A Case of Gondar University Hospital Voluntary Counselling and Testing Center for HIV, Gondar, Northwest Ethiopia | Kinfe Wubetu | Taschenbuch | 60 S. | Englisch | 2013 | LAP LAMBERT Academic Publishing | EAN 9783659371028 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 106007173