Application of Data Mining to Identify Patterns in VCT Dataset

Language: English

Published by LAP LAMBERT Academic Publishing Mrz 2013, 2013

3659371025 / 9783659371028

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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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

Title
Application of Data Mining to Identify Patterns in VCT Dataset
Author
Kinfe Wubetu
Publisher
LAP LAMBERT Academic Publishing Mrz 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3659371025
ISBN 13
9783659371028
Item weight
107 grams
Dimensions
220x150x4 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

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BuchWeltWeit Ludwig Meier e.K.

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