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  <title>A Model and Implementation of Academic Data Integration in Near-Real Time Using Message-Oriented Middleware to Support Analysis of Student Performance in Information Technology Department of Politeknik Caltex Riau</title>
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  <namePart>Yuni</namePart>
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  <namePart>1557301103</namePart>
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   <publisher>Pustaka Politeknik Caltex Riau</publisher>
   <dateIssued>2019</dateIssued>
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 <note>Data utilization has effectively contributed for institutions&#13;
growth by providing insights for managerial purposes. In Information&#13;
Technology (IT) Department of Politeknik Caltex Riau, there’s a&#13;
business intelligence system developed to each head of study&#13;
programs in IT Department with sufficient knowledge. Unfortunately,&#13;
information systems were built separately, and the BI system hasn’t&#13;
considered with data integration. To solve this problem, this research&#13;
proposes 2 different academic near-real time data integration model&#13;
and benchmarkes the implementation to obtain best data integration&#13;
model. This research uses WSO2 ESB as the MOM tools in ServiceOriented Architecture that use NuSOAP library for generating web&#13;
service WSDL and uses Enterprise Application Integration approach.&#13;
The testing is conducted based on ISO 9126 aspects: functionality,&#13;
efficiency, and reliability. Based on the testing results, both&#13;
integration models meet the functionality aspect by having&#13;
functionality score equal to 1. For reliability aspect, the integration&#13;
models meet the requirement by scored 0. For the efficiency aspect,&#13;
the 2nd pattern yielded faster response time than 1st pattern (10 out of&#13;
11 test cases). It can be concluded that both integration models fulfill&#13;
the functionality and reliability aspects, but the 2nd pattern is more&#13;
efficient because of the distinction of message channel and store for&#13;
each dimension and fact table.&#13;
Keywords: Data Integration, Near-Real Time ETL, Message-Oriented&#13;
Middleware, Service-Oriented Architecture</note>
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 <subject authority="">
  <topic>PA Sistem Informasi</topic>
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