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عنوان فارسی مقاله:
اهمیت و چالشهای پژوهش کلان داده
عنوان انگلیسی مقاله:
Significance and Challenges of Big Data Research
سال انتشار : 2015
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مقدمه انگلیسی مقاله:
1. Introduction
In recent years, big data has rapidly developed into a hotspot that attracts great attention from academia, industry, and even governments around the world [1–3]. Nature and Science have published special issues dedicated to discuss the opportunities and challenges brought by big data [4,5]. McKinsey, the well-known management and consulting firm, alleged that big data has penetrated into every area of today’s industry and business functions and has become an important factor in production [6]. Using and mining big data heralds a new wave of productivity growth and consumer impetus. O’Reilly Media even asserted that “the future belongs to the companies and people that turn data into products” [7]. Some even say that big data can be regarded the new petroleum that will power the future information economy. In short, the era of big data has already been in the offing. What is big data? So far, there is no universally accepted definition. In Wikipedia, big data is defined as “an all-encompassing term for any collection of data sets so large and complex that it becomes difficult to process using traditional data processing applications” [8]. From a macro perspective, big data can be regarded as a bond that subtly connects and integrates the physical world, the human society, and cyberspace. Here the physical world has a reflection in cyberspace, embodied as big data, through Internet, the Internet of Things, and other information technologies, while human society generates its big data-based mapping in cyberspace by means of mechanisms like human–computer interfaces, brain– machine interfaces, and mobile Internet [9–11]. In this sense, big data can basically be classified into two categories, namely, data from the physical world, which is usually obtained through sensors, scientific experiments and observations (such as biological data, neural data, astronomical data, and remote sensing data), and data from the human society, which is often acquired from such sources or domains as social networks, Internet, health, finance, economics, and transportation
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کلمات کلیدی:
Significance and Challenges of Big Data Research (PDF Download ... https://www.researchgate.net/.../272946686_Significance_and_Challenges_of_Big_D... Significance and Challenges of Big Data Research. Article (PDF Available) · February 2015 with 1,311 Reads. DOI: 10.1016/j.bdr.2015.01.006. 1st Xiaolong Jin. [PDF]Challenges and Opportunities with Big Data - Computing Research ... cra.org/ccc/wp-content/uploads/sites/2/2015/05/bigdatawhitepaper.pdf A community white paper developed by leading researchers across the United ... novel challenges and opportunities associated with Big Data necessitate ... Handling big data: research challenges and future directions ... link.springer.com/10.1007/s11227-016-1677-z by I Anagnostopoulos - 2016 - Cited by 12 - Related articles Feb 25, 2016 - Handling big data: research challenges and future directions. Authors; Authors and affiliations. I. Anagnostopoulos; S. ZeadallyEmail author ... Big Data: Challenges and Future Research Directions | AIChE https://www.aiche.org › ... › Publications › CEP Magazine › CEP: March 2016 The big data movement is creating opportunities for the chemical process industries to improve their operations. Challenges, however, lie ahead. Big Data Deep Learning: Challenges and Perspectives - IEEE Xplore ... ieeexplore.ieee.org/document/6817512/ by XW Chen - 2014 - Cited by 114 - Related articles In this paper, we provide a brief overview of deep learning, and highlight current research efforts and the challenges to big data, as well as the future trends. Most Cited Big Data Research Articles - Elsevier https://www.journals.elsevier.com/big-data-research/most-cited-articles This research aims to highlight the big data issues and challenges faced by the DEM employed in SG networks. It also provides a brief description of the most ... Big Data Research - Journal - Elsevier https://www.journals.elsevier.com/big-data-research/ The journal aims to promote and communicate advances in big data research by providing a fast and high quality forum for researchers, practitioners and policy ... Searches related to Challenges of Big Data Research challenges of big data ppt big data challenges and opportunities big data challenges and solutions big data issues and challenges pdf big data challenges pdf big data research paper big data research papers pdf critical analysis of big data challenges and analytical methods
