دانلود رایگان مقاله انگلیسی چشم انداز پژوهش هوش کسب و کار و تجزیه و تحلیل داده های بزرگ: مطالعه کتاب شناختی - الزویر 2018

Abstract

Business Intelligence that applies data analytics to generate key information to support business decision making , has been an important area for more than two decades. In the last five years, the trend of “Big data” has emerged and becomes a core element of Business Intelligence research. In this article, we review academic literature associated with “Big data” and “Business Intelligence” to explore the development and research trends. We use bibliometric methods to analyze publications from 1990 to 2017 in journals indexed in Science Citation Index Expanded (SCIE), Social Science Citation Index (SSCI) and Arts & Humanities Citation Index (AHCI). We map the time trend, disciplinary distribution, high-frequency keywords to show emerging topics. The findings indicate that Computer Science and management information systems are two core disciplines that drive research associated with Big data and Business Intelligence. “Data Mining”, “Social Media” and “Information System” are high frequency keywords, but “Cloud Computing”, “Data Warehouse” and “Knowledge Management” are more emphasized after 2016.

10. Concluding Remarks

This paper reports results from a bibliometric analysis on published academic papers associated with “Big data” and “Business Intelligence”. Using CiteSpace, VOSViewer and descriptive statistics, we analyzed publication data from 1990 to 2017 in journals indexed in Science Citation Index, Social Science Citation Index and Arts & Humanities Citation Index. A total of 10,637 publications with “Big Data” as key words and 1,168 publications with “Business Intelligence” as key words were identified and analyzed. The time trend, their disciplinary distribution, high-frequency keywords and topic evolutions of these academic outputs have been reported.

A few major findings have been found. First, although “Business Intelligence” emerged long before “Big Data” and has grown steadily, its growth rate is below that of BD publications, which has increased explosively after 2013. This reflects the huge interests in BD research in recent 5 years.

Second, BD and BI papers appeared in different journals. BD papers were published in Computer Science oriented technical journals, while BI papers mainly appeared in management and information systems journals. Coverage of research topics related to BD are broader and more interdisciplinary than those of BI papers.