کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6901033 1446492 2017 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Data Warehouse with Big Data Technology for Higher Education
ترجمه فارسی عنوان
انبار داده با فناوری اطلاعات بزرگ برای آموزش عالی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی
Nowadays, data warehouse tools and technologies cannot handle the load and analytic process of data into meaningful information for top management. Big data technology should be implemented to extend the existing data warehouse solutions. Universities already collect vast amounts of data so the academic data of university has been growing significantly and become a big academic data. These datasets are rich and growing. University's top-level management needs tools to produce information from the records. The generated information is expected to support the decision-making process of top-level management. This paper explores how big data technology could be implemented with data warehouse to support decision making process. In this framework, we propose Hadoop as big data analytic tools to be implemented for data ingestion/staging. The paper concludes by outlining future directions relating to the development and implementation of an institutional project on Big Data.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 124, 2017, Pages 93-99
نویسندگان
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