ISEC 2025
Thu 20 - Sat 22 February 2025 Kurukshetra , India
Sat 22 Feb 2025 15:00 - 15:15 at Senate Hall - Doctoral Symposium

With the frequent changes in technology, the process of hiring software engineers has been changed. The recruiters are now more concerned for the skills (in line with market trends), rather than qualification credentials. Software engineers find it difficult to stay updated with all these quick technological developments. Thus, this study aims to recommend a data-driven ensemble learning model, recommending the prevailing skill requirements to job seekers with the help of examining job descriptions and job responsibilities. This ensemble learning model will incorporate the best word embed- ding techniques (TF-IDF, Glove Wikipedia and Twitter), feature selection techniques (Rank-Sum, Cross-correlation, Rank-Sum with Cross-Correlation, Chi-Square and Principal Component Analysis (PCA), and classification techniques (BAGND, BAGL, BAGK, RF, EXTR, AdaB, GRaB, XGBC, LGBMC, MLPL, MLPS, and MLPA). The findings of this study will offer significant recommendations for career preparation, collaborations with relevant industries, and accumulating the right skills with the right role in the software engineering industry. The study will also benefit academia for the upgradation of professional curricula.

Sat 22 Feb

Displayed time zone: Chennai, Kolkata, Mumbai, New Delhi change

14:15 - 15:30
Doctoral SymposiumDoctoral Symposium at Senate Hall
14:15
15m
Doctoral symposium paper
An empirical evaluation of the effectiveness of various ML, DL, and CodeBERT models to enhance the quality of software with the application of AST and Embedding techniques
Doctoral Symposium
Lov Kumar National Institute of Technology Kurukshetra
14:30
15m
Doctoral symposium paper
Enhanced Software Fault Prediction by Analyzing Code Comments using CodeBERT
Doctoral Symposium
Lov Kumar National Institute of Technology Kurukshetra
15:00
15m
Doctoral symposium paper
Leveraging Ensemble Learning for Software Engineering Jobs
Doctoral Symposium
15:15
15m
Doctoral symposium paper
Privacy or Performance? Towards Secure and Scalable Medical Image Storage and Retrieval Management in the Cloud
Doctoral Symposium
Arun Amaithi Rajan College of Engineering Guindy, Anna University, Chennai