An ANN-based text mining approach over hash tag and blogging text data

A Tamrakar, P Mewada, P Gubrele, R Prasad… - Soft Computing for …, 2020 - Springer
In the daily life, everybody keeps on using Internet after the waking up that includes the
communication among different people of this world. On one side, Internet has made …

[HTML][HTML] Enhancing skills demand understanding through job ad segmentation using NLP and clustering techniques

M Lukauskas, V Šarkauskaitė, V Pilinkienė… - Applied sciences, 2023 - mdpi.com
The labor market has been significantly impacted by the rapidly evolving global landscape,
characterized by increased competition, globalization, demographic shifts, and digitization …

Employing natural language processing techniques for online job vacancies classification

G Varelas, D Lagios, S Ntouroukis, P Zervas… - … Conference on Artificial …, 2022 - Springer
With the advances in natural language processing and big data analytics, the labor market
community has introduced the emerging field of Labor Market Intelligence (LMI). This field …

Identifying Emerging Competencies demanded by the Employers from MBA Finance Graduates: Using NLP and TF-IDF Algorithm

P Mohanamani, A Latha - 2023 7th International Conference On …, 2023 - ieeexplore.ieee.org
MBA graduates with the right combination of knowledge skills and abilities are assured of
lucrative careers. India has the second-largest talent pool of MBAs in the world. But in the …

[HTML][HTML] Data mining of job requirements in online job advertisements using machine learning and SDCA logistic regression

B Walek, O Pektor - Mathematics, 2021 - mdpi.com
There are currently many job portals offering job positions in the form of job advertisements.
In this article, we are proposing an approach to mine data from job advertisements on job …

Exploring the feature selection-based data analytics solutions for text mining online communities by investigating the influential factors: A case study of programming …

S Zhou, S Fong - Big Data Applications and Use Cases, 2016 - Springer
Community question answering (CQA) services accumulate large amount of knowledge
through the voluntary services of the community across the globe. In fact, CQA services …

Text mining of job profiles: Finding relevant job skills in different industries

S Wadhwa - Journal of Positive School Psychology, 2022 - journalppw.com
Pandemic and rapid technological changes in the era of Industry 4.0 have unleashed new
job opportunities making some obsolete. Young professionals are not skilled enough to take …

Automated extraction of information from Polish resume documents in the IT recruitment process

A Wosiak - Procedia Computer Science, 2021 - Elsevier
The problem of automated information retrieval and semantic analysis becomes more and
more popular due to the difficulty of searching and analyzing large text datasets. Also, the …

A review on text analytics process with a CV parser model

P Das, B Sahoo, M Pandey - 2018 3rd International …, 2018 - ieeexplore.ieee.org
Today, the amount of data generating are very large. Big data are large and complex data
sets with an alarming Velocity, Volume and Variety. Depending upon the variations of data …

25+ years of business intelligence and analytics minitrack at HICSS: a text mining analysis

O Marjanovic, B Dinter - 2017 - scholarspace.manoa.hawaii.edu
This research project is inspired by the occasion of the 50th anniversary of the Hawaii
International Conferences on Systems Sciences (HICSS). As the current co-chairs of the …