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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 - Tapa blanda
Sinopsis
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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Acerca del autor
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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- EditorialLAP Lambert Academic Publishing
- Año de publicación2013
- ISBN 10 3659371025
- ISBN 13 9783659371028
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas60
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Application of Data Mining to Identify Patterns in VCT Dataset
Publicado por
LAP LAMBERT Academic Publishing Mrz 2013, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783659371028
Cantidad disponible: 2 disponibles
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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
Publicado por
LAP LAMBERT Academic Publishing, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783659371028
Cantidad disponible: 1 disponibles
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Application of Data Mining to Identify Patterns in VCT Dataset
Publicado por
LAP LAMBERT Academic Publishing, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
Nuevo
Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: 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 . Nº de ref. del artículo: 5151759
Cantidad disponible: Más de 20 disponibles
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Application of Data Mining to Identify Patterns in VCT Dataset
Publicado por
LAP LAMBERT Academic Publishing Mär 2013, 2013
ISBN 10: 3659371025
ISBN 13: 9783659371028
Nuevo
Taschenbuch
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. 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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 60 pp. Englisch. Nº de ref. del artículo: 9783659371028
Cantidad disponible: 2 disponibles