View big data analytics research papers on academia. Big data research has attracted considerable academic attention. The big data is a term used for the complex data sets as the traditional data processing mechanisms are inadequate. A few best papers from iotbds 2017 and complexis 2017 will be invited.
While business analytics are a big deal and surely have improved the effi ciency of many organizations, predictive modeling lies. Apr 06, 2017 although historically, the irs chose tax returns to audit based on internal mathematical mistakes or mismatches with third party reports such as w2s, the irs is now engaging in data mining of public and commercial data pools including social media and creating highly detailed profiles of taxpayers upon which to run data analytics. Pdf at the age of big data now, the traditional data analytics may not be able to handle such large quantities of data. International journal of big data management ijbdm. This special issue calls for high quality, uptodate technology related to big data analytics for sustainability and serves as a forum for researchers all over the world to discuss their works and recent advances in this field. Big data and information analytics bdia is an interdisciplinary open access journal promoting cuttingedge research, technology transfer and knowledge translation about complex data and information processing. International journal of big data and analytics in.
Big data seminar report with ppt and pdf study mafia. Big data and predictive modeling the most common uses of big data by companies are for tracking business processes and outcomes, and for building a wide array of predictive models. However, educators, standard setters, and professional bodies must adjust their. International journal of scientific and research publications, volume 4, issue 10, october 2014 2.
This is a great way to get published, and to share your research in a leading ieee maga. However, simplifying the data management structure in order to generate optimum insights from large amounts of data is an. The impact factor measures the average number of citations received in a particular year by papers published in the journal during the two preceding years. Business analytics principles, concepts, and applications. Industry and academia are interested in disseminating the.
January 2018 international journal of pure and applied mathematics. The journal provides an effective forum for exchanging stateoftheart knowledge with regard to significant research problems in. Apr 10, 2020 the journal of big data publishes highquality, scholarly research papers, methodologies and case studies covering a broad range of topics, from big data analytics to data intensive computing and all applications of big data research. The challenges that are hindering the growth of big data analytics are accounted for in. Apr 10, 2020 journal of big data accepted into scopus. This paper, therefore, is aimed at increasing the attention of organizations and researchers to. Special issue on big data analytics for sustainability call. Many open research problems are available in big data and good solutions also been proposed by the researchers even though there is a need for development of many new techniques and algorithms for big data analysis in order to get optimal solutions. Business analytics principles, concepts, and applications what, why, and how marc j.
We are pleased to announce that the journal of big data has been accepted into scopus, the worlds largest abstract and citation database of peer. Big data analytics are used to examine these large amounts of data and identifies the hidden patterns and unknown. We are pleased to announce that the journal of big data has been accepted into scopus, the worlds largest. The international journal of data science and analytics jdsa brings together thought leaders, researchers, industry practitioners, and potential users of data science and analytics, to develop the field, discuss new trends and opportunities, exchange ideas and practices, and promote transdisciplinary and crossdomain collaborations. International journal of data science and analytics home. Most downloaded big data research articles elsevier.
Big data are datasets whose size is beyond the ability of commonly used algorithms and computing systems to capture, manage, and process the data within a reasonable time. Through the article, the authors intend to decipher the notions in an. Survey of recent research progress and issues in big. Big data analytics abstract big data is a new driver of the world economic and societal changes.
What have we learned so far, and where should we go from here. Such value can be provided using big data analytics, which is the application of advanced analytics techniques on big data. Survey of recent research progress and issues in big data. Nowadays, big data has become unique and preferred research areas in the field of computer science. Informatics engineering, an international journal ieij, vol.
Journal of big data publishes highquality, scholarly research papers, methodologies and case studies covering a broad range of topics, from big data analytics to data intensive computing and all applications of big data research. Acharjya schoolof computingscience and engineering vituniversity vellore,india 632014 kauserahmed p schoolof computingscience and engineering vituniversity vellore,india 632014 abstracta huge repository of terabytes of data is generated. This study also discusses big data analytics techniques, processing. Ijbda caters for the needs of academicians, practitioners, researchers and students in the business and data analytics community who contribute to and benefit from multidisciplinary research in data analytics. Business analytics refers to the application of relevant measurable knowledge to strategic and tactical business objectives through databased decision making stubbs, 2011. International journal of advanced research in computer and communication. Ideally, analytics for big data will not be all computational rather. Applications of big data analytics and related technologies. Big data and information analytics bdia is an interdisciplinary open access journal promoting cuttingedge research, technology transfer and knowledge translation about complex data and information. Ijbdm aims to be a flagship journal in the field of strategic management of big data. Led by editorinchief edd dumbill, principal analyst oreilly media, the journal will launch its inaugural issue in 20 and is now receiving manuscripts.
Applications of big data analytics can improve the patientbased service, to detect spreading diseases earlier, generate new insights into disease mechanisms, monitor the quality of the medical and healthcare institutions as well as provide better treatment methods. The idea of this paper is to give the enhanced decision making, insighti discovery and brief about the big data concepts. Download the understanding the publishing process pdf. On using mapreduce to scale algorithms for big data analytics. International journal of big data and analytics in healthcare. Applications of big data analytics and related technologies in. International journal of business and data analytics ijbda.
The international journal of big data and analytics in healthcare ijbdah publishes highquality, scholarly research papers, position papers, and case studies covering. Big data mining and analytics discovers hidden patterns, correlations, insights and knowledge through mining and analyzing large amounts of data obtained from various. Bdia publishes research articles long and original research. Big data analytics research opportunities and challenges. However, educators, standard setters, and professional bodies must adjust their curricula, standards, and frameworks to accommodate the challenges of big data analytics. Although historically, the irs chose tax returns to audit based on internal mathematical mistakes or mismatches with third party reports such as w2s, the irs is now engaging in data. Jan 25, 2019 big data analytics for cyber security a special issue journal published by hindawi the era of internet of things with billions of connected devices has created an ever larger surface for cyber attackers to exploit, which has resulted in the need for fast and accurate detection of those attacks. Big data analytics bda is a new scientific field that gathers all analytic approaches for the processing of huge amounts of data by extracting hidden insights that would not be attainable using traditional approaches. Find, read and cite all the research you need on researchgate. The impact factor measures the average number of citations received in a particular year by papers.
This paper aims to analyze some of the different analytics methods and tools which can be applied to big data, as well as the opportunities provided by the application of big data analytics in various decision domains. This paper surveys big data with highlighting the big data analytics in medicine and healthcare. However, it is to be noted that all data available in the form of big data are not useful for analysis or decision making process. Pdf big data analytics and its applications researchgate. Goes 2014 adds that analytics refers to the higher stages in the dataknowledge continuum and is directly related to decision support systems, a well. This is an open access article distributed under the creative commons attribution license. Survey, technologies, opportunities, and challenges.
This paper focuses on challenges in big data and its available techniques. Therefore, big data analysis is a current area of research and development. Harbert college of business, auburn university, 405 w. Technology transfer and knowledge translation reports. Big data analytics bda is a new scientific field that gathers all analytic approaches for the processing of huge amounts of data by extracting hidden insights that would not be attainable using traditional.
In a big data environment, the audit profession has the potential to undertake more advanced predictive and prescriptiveoriented analytics. The overall layout of this survey article is as follows. Big data analytics poses a grand challenge on the design of highly scalable algorithms and systems to integrate the data and uncover large. Understanding business analytics success and impact. Pdf big data is a potential research area receiving considerable attention. Thus, rather than replacing accountants, we argue that big data analytics complements accountants skills and knowledge. Special issue on big data analytics for sustainability. Reddy, a survey on platforms for big data analytics, journal of big data, 1. The international journal of data science and analytics jdsa brings together thought leaders, researchers, industry practitioners, and potential users of data science and analytics, to develop the.
Pdf the term, big data, has been authored to refer to the extensive heave of data. International journal of business and data analytics. The worlds data collection is reaching a tipping point for major technological changes that can bring new. Canadian journal of economicsrevue canadienne deconomique, vol. This paper aims to analyze some of the different analytics methods and tools. Journal of big data publishes highquality, scholarly research papers, methodologies and case studies covering a broad range of topics, from big data analytics to dataintensive computing. Big data and information analytics open access journals.
Analysis, capture, data curation, search, sharing, storage, storage, transfer, visualization and the privacy of information. Big data analytics for cyber security a special issue journal published by hindawi the era of internet of things with billions of connected devices has created an ever larger surface for cyber. This special issue calls for high quality, uptodate technology related to big data analytics for sustainability and serves as a forum for researchers all over the world to discuss their works and. Spanning the life sciences, social sciences, engineering, physical and mathematical sciences, big data analytics aims to provide a. Pageview is the most popular webpage analytic metric in all sectors including blogs. Big data and analytics in the modern audit engagement.
Pdf in the information era, enormous amounts of data have become available on hand to decision makers. Assessing the quality of service using big data analytics with application to. The basic objective of this paper is to explore the potential impact of big data. It intends to attract rigorous research from scholars all over the world that will significantly contribute to the evolution of novel thought in the strategic management of big data research and practice. Journal of big data publishes highquality, scholarly research papers. In this paper, we use structuralism and functionalism paradigms to analyze. In this paper, a detailed study about big data, its basic concepts. In this paper, a detailed study about big data, its basic concepts, history, applications, technique, research issues and.