دانلود مقاله ISI انگلیسی شماره 112916
کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
112916 2018 15 صفحه PDF سفارش دهید 15083 کلمه
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عنوان انگلیسی
Big Data sources and methods for social and economic analyses
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Technological Forecasting and Social Change, Volume 130, May 2018, Pages 99-113

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چکیده انگلیسی

The Data Big Bang that the development of the ICTs has raised is providing us with a stream of fresh and digitized data related to how people, companies and other organizations interact. To turn these data into knowledge about the underlying behavior of the social and economic agents, organizations and researchers must deal with such amount of unstructured and heterogeneous data. Succeeding in this task requires to carefully plan and organize the whole process of data analysis taking into account the particularities of the social and economic analyses, which include the wide variety of heterogeneous sources of information and a strict governance policy. Grounded on the data lifecycle approach, this paper develops a Big Data architecture that properly integrates most of the non-traditional information sources and data analysis methods in order to provide a specifically designed system for forecasting social and economic behaviors, trends and changes.

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