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ZENODO
Article . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
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Workedio: Smart Placement

Authors: Mrs.M. Lavanya; U. Dhivakar; A. Mohamed Arsath; N. Mohamed Rasheen;

Workedio: Smart Placement

Abstract

In many colleges, students face difficulties during placement preparation due to limited training resources, lack of real interview exposure, and insufficient guidance on resume building and job selection. Traditional placement training is often theoretical, time-restricted, and does not accurately reflect real company recruitment processes. As a result, students struggle with aptitude tests, technical interviews, and HR rounds, which affects their confidence and employability. Smart Placement is an AI-powered web-based application developed to overcome these challenges by providing a complete and structured placement preparation platform for all students. The system simulates real recruitment processes through aptitude, reasoning, technical, and HR interview modules. Aptitude and reasoning tests enhance logical thinking and problem-solving skills, while the technical round strengthens core subject knowledge. A key feature of the platform is the real-time AI based HR interview module, which evaluates communication skills, confidence level, and behavioral responses. The system also includes an automated resume builder that generates professional, industry-standard resumes for freshers and experienced candidates. Additionally, Smart Placement offers job search, job notifications, and company offer listings, enabling students to explore real-time job opportunities. By integrating AI-driven interviews, resume automation, and job availability tracking into a single platform, Smart Placement improves placement readiness, boosts confidence, and bridges the gap between college training and industry recruitment requirements.

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average