International Scientific Journal of Engineering and Management

An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata
ISSN: 2583-6129

Impact Factor: 6.674

Aptitude Training System Using Decision Trees

  • Version
  • Download 61
  • File Size 654.80 KB
  • File Count 1
  • Create Date 9 May 2024
  • Last Updated 9 May 2024

Aptitude Training System Using Decision Trees

 

Faizaan Qaisar Anche, Dinesh A, Chillamanda Durga Prasad, Kunal Raj, Dr. Madhura J

 

1 Faizaan Qaisar Anche, Information Science and Engineering, Dayananda Sagar College of Engineering, Bangalore

2 Dinesh A, Information Science and Engineering, Dayananda Sagar College of Engineering, Bangalore

3Chillamanda Durga Prasad, Information Science and Engineering, Dayananda Sagar College of Engineering, Bangalore 4 Kunal Raj, Information Science and Engineering, Dayananda Sagar College of Engineering, Bangalore 5Dr.Madhura J, Assistant Professor, Dept. of ISE, Dayananda Sagar College of Engineering, Bangalore

 

Abstract This paper presents the development of an adaptive online aptitude training system utilizing decision trees for students preparing for campus placements. The system aims to assess and enhance students' aptitude and technical skills through personalized learning experiences. Leveraging a vast question bank, the system employs an adaptive algorithm analyzing users' responses, time spent, and performance data from pre-assessments to tailor subsequent assessments. By integrating AI-based question selection, the system ensures relevance and effectiveness in assessing student proficiency. The focus lies on providing targeted exercises to address individual weaknesses, thereby optimizing preparation for campus interviews. This paper underscores the efficacy of decision tree algorithms in delivering personalized aptitude training, contributing to students' success in securing placements.

Keywords: Adaptive Learning, Decision Trees, Aptitude Training, Personalized Education

 


Download

Author's Blog

What is the difference between a Research Paper and a Review Paper?

A research paper and a review paper are both scholarly documents, but they serve different purposes and have different characteristics.research...
Read More
Author's Blog

What is DOI?

A Digital Object Identifier (DOI) is a unique alphanumeric string that is used to identify and provide a persistent link...
Read More
Author's Blog

What do you need to do during production of your Research Paper?

During the production of a research paper, the following steps need to be taken: conducting research, organizing and analyzing data,...
Read More
Author's Blog

What are the advantages of publishing a research paper?

Publishing a research paper can have many advantages for researchers, including: Career advancement, professional recognition, opportunities for collaboration, increased visibility,...
Read More
Author's Blog

Ways to Support your Academic Wellbeing which preparing the Research Paper/Article

To support your academic wellbeing while publishing a research paper, it's important to set realistic goals, manage your time effectively,...
Read More
Author's Blog

How to improve your Research Paper writing Skills?

Read extensively: One of the best ways to improve your research paper skills is to read extensively in your field...
Read More
Author's Blog

Is DOI compulsory to publish a research paper in a Journal?

DOI is not strictly required to publish a research paper, but it is highly recommended. Basically, the International Scientific Journal...
Read More
Author's Blog

In what ways does research paper give weight to career development?

Publishing a research paper can give weight to a researcher's career development in several ways, such as: establishing oneself as...
Read More
Author's Blog

How to develop a Research Paper from Scratch

Developing a research paper involves several steps including: choosing a topic, conducting background research, formulating a research question or hypothesis,...
Read More
Author's Blog

How Plagiarism report plays crucial role in Research Paper Publication?

Plagiarism is a major concern in the academic and research community, as it undermines the integrity of the research and...
Read More