Big data analytics for mask prominence in COVID pandemic

Shinde, Priyanka P.; Desai, Varsha P.; Katkar, S. V.; Oza, Kavita S.; Kamat, Rajanish K.; Thakar, Chetan M.

doi:10.1016/j.matpr.2021.11.620

Cited by 11 publications

(5 citation statements)

References 26 publications

(25 reference statements)

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“…Certain studies have also opted for a web-based approach for visualizing and analyzing omics data [21][22][23][24]. In addition, due to COVID-19, there is active research and utilization of big data in the field of bioresearch [25][26][27][28][29]. With the recent availability of network-enabled devices that are equipped with web browsers as a standard feature, configuring the web as a user interface allows for consistent platform functionality across different devices.…”

Section: Related Workmentioning

confidence: 99%

Data Lake Conceptualized Web Platform for Food Research Data Collection

An,

Oh,

Kim

et al. 2024

JWE

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Food research is uniquely intertwined with everyday life and necessitates the utilization of big data. Within this domain, the research data consist of various forms and formats, encompassing biological experiment results, chemical analysis data, nutritional information, microbiological data, sensor data, images, and videos. This diversity stems from the integration of data from various subdomains within the larger field. With recent advancements in deep learning technology, the importance of data has grown significantly, resulting in increased reliance on data-driven research. Although specialized platforms for sharing and utilizing data have been established at the national level, particularly in the bioscience field, food research lacks a dedicated infrastructure and specialized data-sharing platforms. In this study, we develop a platform that leverages Hadoop-based distributed file systems to create a data lake. This platform enables data storage and sharing through a web-based interface. The distributed file system supports scalability by adding data nodes, making it an effective solution for capacity expansion. In addition, the web-based platform ensures high accessibility, allowing users access from anywhere, at any time, using any device. Finally, we introduce the establishment of a 1.8 PB Hadoop-based physical storage system and present an approach for building a highly accessible web platform with substantial utility.

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Section: Related Workmentioning

confidence: 99%

Data Lake Conceptualized Web Platform for Food Research Data Collection

An,

Oh,

Kim

et al. 2024

JWE

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“…Skill is different from knowledge. It is ability to gain something from practice and professionally implement in real world [13,14]. The skills can be enhanced through practice and hard work.…”

Section: Skills For Campus Recruitmentmentioning

confidence: 99%

“…As per the TimesJobs.com average 70 to 80 percent recruitment in professional institutes is done through the campus recruitment. During recruitment process gap between existing curriculum and industry requirements, recruitment calendar or schedule, entry level salary expectations, training period these are major challenges for corporate as well as higher education(HE's) institutes [14,17]. In order to improve learning and achievement for students, formative assessment is the cornerstone of educational policy.…”

Section: Literature Reviewmentioning

confidence: 99%

Formative Assessment Based Students’ Recruitment Estimation: Neural Network Approach

Desai¹,

Kamat²,

Shinde³

et al. 2023

Advances in Computer Science Research

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Even though there is a strong focus on achieving the objectives of the education system, it is undoubtedly dependent on the knowledge, skills, and, most notably, the methodology of how teachers use qualitative and quantitative assessment techniques to assist learners. Teachers use formative assessment to monitor students' progress, their level of knowledge, and their ability to self-assess. One of the critical outcomes following completion of a degree program is the ability of the student to obtain employment. More specifically, it focuses on acquiring knowledge, skills, and capacities that are then applied to real-life contexts. This paper presents a neural network approach to predicting students' job placement based on formative assessment. The approach aids Higher Education Institutions in determining the progress of individual students and areas for improvement during the graduation process, increasing the likelihood of students finding employment after graduation. The paper illustrates important parameters for campus placement selection, how embedding formative assessment and neural network modelling facilitate enhancing students' knowledge, skills, and performance at the institute and fulfil its objectives of gaining meaningful employment.

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“…Having a secret engine to get to their websites and maintain their business in the virtual underworld was further encouraged by the development of new technology. [14][15][16]…”

Section: Figure 2: Bitcoin Mining Costmentioning

confidence: 99%

Cryptocurrency and Bitcoin: Future Works, Opportunities, and Challenges

Pallathadka

Tongkachok

Arbune³

et al. 2022

ECS Trans.

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Rapid expansion of the world's population has been facilitated by technology, which has made knowledge and business readily available to its users at the touch of a button. New technologies like the internet have disrupted the traditional methods of communication and information exchange for ideas, money, or commerce. As a result, the internet is seen as a disruptive technology that has shook the world to its core. Using e-commerce platforms, we can order meals, groceries, and other necessities without leaving our homes or offices. Aside from using our debit or credit cards, we also use alternative wallets like PayTM. Additionally, a huge section of the globe transacts money using virtual currencies, often known as cryptocurrencies. As a safety measure, these tokens and coins have been encrypted for usage on the internet. They're a means of exchange that relies on encryption to verify the legitimacy of new currencies. These virtual currencies are kept in E-Wallets and sent safely and anonymously via the internet on a peer-to-peer basis within seconds. This article performs an analytical study of various cryptocurrencies. It also discusses opportunities and challenges in the vibrant field of cryptocurrencies.

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Big data analytics for mask prominence in COVID pandemic

Cited by 11 publications

References 26 publications

Data Lake Conceptualized Web Platform for Food Research Data Collection

Data Lake Conceptualized Web Platform for Food Research Data Collection

Formative Assessment Based Students’ Recruitment Estimation: Neural Network Approach

Cryptocurrency and Bitcoin: Future Works, Opportunities, and Challenges

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