Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles

Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Podrobná bibliografie
Hlavní autor:	Nadia, Mouri Hoque
Další autoři:	Rabiul Alam, Md.Golam
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2024
Témata:	Recruitment LinkedIn Ranking candidates XGBoost Topsis NLP NER BERT VADER Sentence summarization Sentence scoring Sentiment analysis Automatic data collection systems.
On-line přístup:	http://hdl.handle.net/10361/23595

Podobné jednotky

LinkedIn as the upcoming recruitment tool and top management, graduates and student’s exposure to LinkedIn in Bangladesh
Autor: Adit, Ahmad Ullah
Vydáno: (2016)

Effectiveness of LinkedIn as marketing tool
Autor: Amin, Rubayet
Vydáno: (2019)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
Autor: Rahman, Alvee, a další
Vydáno: (2019)

Extractive text summarization using Fuzzy-c-means clustering
Autor: Gani, Shafiul
Vydáno: (2019)

Impact of training on LinkedIn learning on the employees: an assessment on Square Pharmaceuticals limited
Autor: Nilormy, Mashiat Salsabil
Vydáno: (2024)

Research on the latest trends in Bangla named entity recognition
Autor: Farhan, Niloy, a další
Vydáno: (2023)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
Autor: Uddin, S. M. Rageeb Noor, a další
Vydáno: (2022)

Early syntactic development of a Bangla speaking child: a case study
Autor: Hossain, Tasruba
Vydáno: (2024)

A rage to punish : the unintended consequences of mandatory sentencing /
Autor: Forer, Lois G., 1914-
Vydáno: (1994)

Automated short answer scoring
Autor: Mithu, M. Rayhan Ahmed, a další
Vydáno: (2017)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
Autor: Islam, Shadman, a další
Vydáno: (2020)

A study on author ranking
Autor: Haq, Md. Adnanul, a další
Vydáno: (2022)

An advanced hospital rating system using machine learning and natural language processing
Autor: Tamjid, Ali Asgar, a další
Vydáno: (2023)

Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
Autor: Haider, Mofiz Mojib, a další
Vydáno: (2021)

Sentence skills : a workbook for writers : form A /
Autor: Langan, John, 1942-
Vydáno: (2003)

AVCL: Audio Video clustering for learning Conversation labeling using Neural Network and NLP
Autor: Chowdhury, Salman Mostafiz, a další
Vydáno: (2022)

Brac University ranks top 50 globally for SDG 1
Autor: The Business Standard
Vydáno: (2020)

Mosaics, focusing on sentences in context /
Autor: Flachmann, Kim
Vydáno: (2002)

Process of project budgeting on RANKS Real Estate Ltd.
Autor: Afroze, Dil
Vydáno: (2017)

Prospects of new software for candidate relationship management at TallyKhata
Autor: Upoma, Dilara Afroje
Vydáno: (2023)

Automation requirements engineering using machine learning
Autor: Abid, Md.Mehedy Hasan, a další
Vydáno: (2022)

BRACU ranks Global Top 50 in THE Impact Rankings 2022
Autor: The Daily Star
Vydáno: (2022)

BnText2Table – dataset and Text-to-Table generation in Bangla
Autor: Zariyat, Tahreema Rahman, a další
Vydáno: (2024)

Optimizing abstractive summarization with fine-tuned PEGASUS
Autor: Rafi, Sadiul Arefin, a další
Vydáno: (2024)

A transformer based approach to detect the sentiment of drivers in ride sharing platforms
Autor: Chakraborty, Sovon
Vydáno: (2024)

Conversational AI for companionship
Autor: Khan, Zakaria, a další
Vydáno: (2022)

The well-crafted sentence : a writer's guide to style /
Autor: Bacon, Nora
Vydáno: (2009)

SLA and cost-aware cloud service provisioning through matching game and TOPSIS model
Autor: Karim, Rifat Shahriar, a další
Vydáno: (2020)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
Autor: Shruti, Abanti Chakraborty
Vydáno: (2024)

Optimizing restaurant recommendations through sentiment analysis
Autor: Juha, Tasnia, a další
Vydáno: (2024)

Influential user mining for viral and target marketing in social network through PageRank and Bayesian inference
Autor: Mahnaz, Sebonti, a další
Vydáno: (2021)

Overall marketing strategy of Link3 Technologies Ltd.
Autor: Chowdhury, Nabila Nowreen
Vydáno: (2019)

Using LinkedIn®
Autor: Rutledge, Patrice-Anne

Effective ways of learning vocabulary online for ESL students at tertiary level in Bangladesh
Autor: Nath, Neela
Vydáno: (2022)

Supporting students improve their academic writing through online collaboration
Autor: Karim, Mohammad Rejaul
Vydáno: (2015)

A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
Autor: Nahar, Fatiha Binte Kamrun, a další
Vydáno: (2023)

Human sentiment analysis using natural language processing
Autor: Shamya, Md. Shamiul Haque Khan, a další
Vydáno: (2024)

LinkedIn Corporation SWOT Analysis

Consumer credit models
Autor: Thomas, L. C.

Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
Autor: Gupta, Rajat Das, a další
Vydáno: (2022)