Big-data analytics: a critical review and some future directions

Author(s):  
Uroš Jovanovič ◽  
Aleš Štimec ◽  
Daniel Vladušič ◽  
Gregor Papa ◽  
Jurij Šilc
2021 ◽  
Vol 83 (4) ◽  
pp. 100-111
Author(s):  
Ahmad Anwar Zainuddin ◽  

Internet of Things (IoT) is an up-and-coming technology that has a wide variety of applications. It empowers physical objects to be organized in a specialized framework to grow its convenience in terms of ease and time utilization. It is to convert the thought of bridging the crevice between the physical world and the machine world. It is also being use in the wide range of the technology in this current situation. One of its applications is to monitor and store data over time from numerous devices allows for easy analysis of the dataset. This analysis can then be the basis of decisions made on the same. In this study, the concept, architecture, and relationship of IoT and Big Data are described. Next, several use cases in IoT and big data in the research methodology are studied. The opportunities and open challenges which including the future directions are described. Furthermore, by proposing a new architecture for big data analytics in the Internet of Things, this paper adds value. Overall, the various types of big IoT data analytics, their methods, and associated big data mining technologies are discussed.


2018 ◽  
Vol 14 (1) ◽  
pp. 293-308 ◽  
Author(s):  
Sarah Brayne

Law enforcement agencies increasingly use big data analytics in their daily operations. This review outlines how police departments leverage big data and new surveillant technologies in patrol and investigations. It distinguishes between directed surveillance—which involves the surveillance of individuals and places under suspicion—and dragnet surveillance—which involves suspicionless, unparticularized data collection. Law enforcement's adoption of big data analytics far outpaces legal responses to the new surveillant landscape. Therefore, this review highlights open legal questions about data collection, suspicion requirements, and police discretion. It concludes by offering suggestions for future directions for researchers and practitioners.


2020 ◽  
pp. 101517
Author(s):  
Sepideh Bazzaz Abkenar ◽  
Mostafa Haghi Kashani ◽  
Ebrahim Mahdipour ◽  
Seyed Mahdi Jameii

2019 ◽  
Vol 2 (2) ◽  
pp. 141-154 ◽  
Author(s):  
Bishnu P. Bhattarai ◽  
Sumit Paudyal ◽  
Yusheng Luo ◽  
Manish Mohanpurkar ◽  
Kwok Cheung ◽  
...  

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