The Obstacles in Big Data Process

Alguliyev, Rasim; Gasimova, Rena T.; Abbaslı, Rahim N.

doi:10.5815/ijmecs.2017.03.04

Cited by 13 publications

(9 citation statements)

References 7 publications

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“…Bu da Big Data-nın ən əsas problemlərindən sayılan böyük verilənlərin analitikası (ing. Big Data Analytics) istiqamətinin yaranmasına gətirib çıxarmışdır [8][9][10].…”

Section: Big Data Erasında Axtarış Sistemlərinin Problemləriunclassified

Böyük Həcmli̇ Rəqəmsal Veri̇lənlərdə Axtariş Alqori̇tmləri̇ni̇n Anali̇zi̇

Qasımova¹,

İnstitutu²,

Abbaslı³

et al. 2020

JPIT

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Rəqəmsal materiallar fasiləsiz artan, müxtəlif formatlarda təqdim edilən mətn sənədlərindən, verilənlər bazasından, təsvirlərdən, səsli və qrafik materiallardan, proqram təminatı və vebsəhifələrdən ibarətdir. Rəqəmsal informasiyanın sürətli artımı, verilənlərin müxtəlifliyi unikal verilənlər strukturunun vaxtında analiz edilməsi, daha uyğun, dolğun axtarışı və emalı zərurətini yaratmışdır. Bu məqsədlə məqalədə qeyri-ənənəvi verilənlər strukturuna malik böyük verilənlərin emalı zamanı süni intellektə əsaslanan alqoritmlərin xüsusiyyətləri analiz olunmuşdur. Müəyyən edilmişdir ki, axtarışın keyfiyyətinin yaxşılaşdırılması, verilənlərin həcminin böyüklüyü, istifadəçi sorğularının axınının intensivliyi ilə bağlı məsələlərin həlli zamanı süni intellektə əsaslanan alqoritmlərdən istifadə olunması zəruridir. Eyni zamanda məqalədə axtarış alqoritmləri təhlil olunmuş, onların problemləri təsnifatlandırılmış və axtarış sistemlərinin imkanlarının maksimum istifadəsi üçün potensial həllər təklif edilmişdir.

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“…Bu da Big Data-nın ən əsas problemlərindən sayılan böyük verilənlərin analitikası (ing. Big Data Analytics) istiqamətinin yaranmasına gətirib çıxarmışdır [8][9][10].…”

Section: Big Data Erasında Axtarış Sistemlərinin Problemləriunclassified

Böyük Həcmli̇ Rəqəmsal Veri̇lənlərdə Axtariş Alqori̇tmləri̇ni̇n Anali̇zi̇

Qasımova¹,

İnstitutu²,

Abbaslı³

et al. 2020

JPIT

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“…Digital signatures possess unique properties of having: Although digital signature is traditionally used for signing a digital document but it can be also implemented for cryptography. Some use the terms cryptography and cryptology interchangeably in English, while others (including US military practice generally) use cryptography to refer specifically to the use and practice of cryptographic techniques and cryptology to refer to the combined study of cryptography and cryptanalysis [15,16,20,24].…”

Section: Principle and Architecture Of Digital Signaturementioning

confidence: 99%

“…For example, in the English county of Devon, a situation arose recently where a primary school inadvertently sent an email to parents, which leaked private data about 200 childrenthe information included, their date of birth, their educational needs and behavioral issues. Despite the sensitivity of the data, it was still shared across [6,16,24]. Our idea of introducing Validation Lamina comes here that if confidential data related to students would have been digitally signed by the concerned authority, the emails having the data generated by any machine would have been reviewed and automatically halted before sending it to all parents.…”

Section: Introductionmentioning

confidence: 99%

Validation Lamina for Maintaining Confidentiality within the Hadoop

Kumar¹,

Le²,

Chatterjee³

2018

IJIEEB

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In the white paper we strive to cogitate vulnerabilities of one of the most popular big data technology tool Hadoop. The elephant technology is not a bundled one rather by product of the last five decades of technological evolution. The astronomical data today looks like a potential gold mine, but like a gold mine, we only have a little of gold and more of everything else. We can say Big Data is a trending technology but not a fancy one. It is needed for survival for system to exist & persist. Critical Analysis of historic data thus becomes very crucial to play in market with the competitors. Such a state of global organizations where data is going more and more important, illegal attempts are obvious and needed to be checked. Hadoop provides data local processing computation style in which we try to go towards data rather than moving data towards us. Thus, confidentiality of data should be monitored by authorities while sharing it within organization or with third parties so that it does not get leaked out by mistake by naï ve employees having access to it. We are proposing a technique of introducing Validation Lamina in Hadoop system that will review electronic signatures from an access control list of concerned authorities while sending & receiving confidential data in organization. If Validation gets failed, concerned authorities would be urgently intimated by the system and the request shall be automatically put on halt till required action is not taken for privacy governance by the authorities.

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“…BD challenges are the result of the increasing amount of data and the need to analyze the data in a timely manner. The challenges that BD creates at each step of the analysis, including typical analytical problems, make the future of BD ever more complicated (Alguliyev et al , 2017). Today, more and more technology is evolving because of BD, researchers have now proven how machines can communicate with people.…”

Section: Introductionmentioning

confidence: 99%

Promoting a revamped CRM through Internet of Things and Big Data: an AHP-based evaluation

Ghazaleh

Zabadi

2020

IJOA

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Purpose Internet of things (IoT) and big data (BD) could change how the societies function. This paper explores the role of IoT and BD and their impact on customer relationship management (CRM) investments in modern customer service. The purpose of this paper is to develop an analytic hierarchy planning framework to establish criteria weights and to develop a general self-assessment model for determining the most important factors influencing the IoT and BD investment in CRM. The authors found that most studies have focused on conceptualizing the impact of IoT without BD and with limited empirical studies and analytical models. This paper sheds further light on the topic by presenting both IoT and BD aspects of future CRM. Design/methodology/approach The analytic hierarchy process (AHP) methodology is used to weight and prioritize the factors influencing the IoT and BD investment in modern CRM in the service industry. The AHP framework resulted in a ranking of 21 sustainability sub-factors based on evaluations by experienced information technology and customer service professionals. Findings The paper provides significant insight on the new frontier of CRM, focusing on the use of IoT and BD and the respective solutions to address them were identified. This study primarily contributes in providing the process of effectively managing and implementing IoT and BD in big businesses by identifying the connecting link between firms and customers. Practical implications The understanding of new frontier of CRM connective via IoT and BD can solve the dilemmas and challenges linked to the practice of implement IoT and BD in the information systems field. The study provides valuable information and critical analysis of IoT and BD with regard to the integration of CRM. Finally, this study further provides directions for future researchers. Originality/value IoT and BD are a growing phenomenon, which business decision-makers and information professionals need to consider seriously to properly ascertain the modern CRM dimensions in the digital economies. They also should embrace the proper CRM innovation, which is powered by IoT and BD, and discover how IoT and BD can bring the next level of maturity to CRM “CRM of everything.”

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The Obstacles in Big Data Process

Cited by 13 publications

References 7 publications

Böyük Həcmli̇ Rəqəmsal Veri̇lənlərdə Axtariş Alqori̇tmləri̇ni̇n Anali̇zi̇

Böyük Həcmli̇ Rəqəmsal Veri̇lənlərdə Axtariş Alqori̇tmləri̇ni̇n Anali̇zi̇

Validation Lamina for Maintaining Confidentiality within the Hadoop

Promoting a revamped CRM through Internet of Things and Big Data: an AHP-based evaluation

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