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Big Data in Education: A State of The Art & Future Research

By Clairvoyant Perspectives - November 9, 2021

Data and education go hand in hand. So, big data can have significant benefits on educational institutions. With this, educators can reach out to their students in a new way. It helps in improving strategies and reimagining new ideas.

Big Data has a wide range of applications and examples across different industries. But it is only recently that it has gained more attention in the academic field. In fact, it has become a crucial part of some schools.

Role of Big Data Analytics in the Education

Role of Big Data Analytics in the Education Industry

Big data analytics helps educational institutions to use their data effectively. It helps them identify the newly invented aspects to make smart decisions. Data analytics ensures efficient operations, happier functioning of the institution, and more profit. Also, institutions can enjoy considerable cost benefits in terms of storage as a cloud-based analytics platform will take care of the problem.

Hadoop comes with in-memory analytics. It can be used to make better decisions for educational institutions. Businesses using Hadoop can analyze a large amount of data enabling the introduction of new methods that will help students. So, more and more educational institutions have started paying attention to analytics.

Big Data Trends in the Educational Sector

Big Data Trends in the Educational Sector

Big data trends can provide diverse benefits to customize it. Now, let’s take a quick look at the Big Data trends that will support education in 2021.

Artificial-Intelligence

Artificial Intelligence

The use of AI in the education industry will increase by 47.5% by the end of 2021. AI comes with great benefits for the students, as well as the educators. It can take care of the grading system ensuring that educators have to spend less time doing routine tasks. So, this helps them save time that can be used for other useful tasks, such as concentrating on how to make their teaching more informational.

When it comes to the students, AI can make educational materials more interactive and fun. In fact, these can be customized to cater to each student’s needs. Recently, new bots have been introduced that can help users learn different languages.

Big-Data-Analytics

Big Data Analytics

Every student is different and has different needs. So, a standardized education procedure might not be helpful to all. To make learning more informational and effective, courses have to be customized. Things can be handled easily through big data. This gives educators the chance to assess the students based on their unique objectives, interests, and academic performance. Thereafter, a course can be designed as per their requirements. This can be helpful for students to need special attention.

Big data analytics can also help educators to make informed decisions. Every educational institution has to deal with a large set of data, but they might be left unused when handled manually. To make efficient and quick decisions using the data that educational institutions have, it is crucial to use big data.

Cyber-security

Cybersecurity

Every big data trend is applicable only if high cybersecurity standards are followed. Every system is data-driven, and they are vulnerable to theft and hacking. It has been seen that schools are most prone to ransomware attacks. To protect personal and student data, educational institutions need to take care of cybersecurity.

No doubt, cybersecurity is the top trend in every industry. So, educational institutions should use cybersecurity tools, such as multi-factor authentication. This can ensure that there are fewer chances of data breaches.

Limitations of Big Data in Education

Limitations of Big Data in Education

Sure, the application of big data in education can solve many problems that educators faced even a few years back. But it comes with some limitations, too. Here we are going to take a look.

  • Difficult to Process Data: Big data can be a difficult process, not only because of the large volume of data but also because most institutions are not digitally savvy. Educational institutions need good software to manage the large volume of data. So, students and educators alike will have a tough time adapting to big data.

  • Lack of Internet Literacy: Not every student has been taught about digitals at schools. With time, many educational institutions are adopting digital literacy and including it in their syllabus. But presently, the lack of digital literacy can keep students from using big data to its full potential.

  • Faulty Systems: Since there is no standardized software to handle big data, it can become difficult to find inconsistencies and flaws.

Big Data is Shaping the Educational Industry

Big Data is Shaping the Educational Industry

Educational bodies deal with a large amount of data on faculty, as well as students. So, data analytics can help these institutions to be effective and efficient in their operations. Big data in education will pave the way for the revolutionary system to benefit educators, as well as students.

Here are some sections of the educational industry that will benefit from big data.

Career-Prediction

Career Prediction

The performance report of students plays a crucial role. Not only does it help the educators understand the strengths or weaknesses of the students but also their interest in a certain career prospect. Big data makes this process easier.

Student’s-Results

Student’s Results

With the implementation of big data in the educational field, students, parents, and parents can draw many advantages. But, one of the promising benefits of big data is it helps in analyzing data that has been collated through years. Every student has their own set of data trails, and analyzing them helps in creating a better learning environment.

In fact, big data can help in analyzing different facets of a student’s education, such as their classroom performance, time taken to complete a paper in an examination, preferred subjects, favorite extracurricular activities, etc. A report based on these data will help students understand their interests better.

Educator’s-Analytics

Educator’s Analytics

Big data helps educators the most. Its data-driven system helps educational institutions to create a customized learning experience based on the ability and preference of the students. Schools can come up with educational programs that will benefit the students in the long run by helping them foster what they love. In simple words, it helps educators improve their teaching techniques to help students better.

Future of Big Data in Education

Future of Big Data in Education

No doubt, the educational sector will go through a huge transformation in the near future. But one of the major changes that big data will bring about is it can tell students which profession they will be good at. Big data analytics works on collected data, and it will benefit both learners and professors alike.

When students attend school, they will get to know a subject inside out. The introduction of voice-based learning and facial recognition can change the approach of learning. Big data is sure to improve the effectiveness of learning.

Transform Your Educational Institution with Clairvoyant

Data is gaining momentum. So, your educational institution that deals with a large volume of data has to keep up to speed in an affordable and secure manner. We will make sure you stay ahead of the curve in your data-driven journey. With our leading big data solutions in education, you can achieve actionable insights by ascertaining proper storage, breaking the data silos, analyzing, and operationalizing artificial intelligence to boost the performance of your educational institution.

Author
Clairvoyant Perspectives

Tags: Artificial Intelligence

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