A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning

A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Anjum, Afra Antara, Islam, Sadaath, Majumder, Shaikat
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Human resource management Blockchain Recruitment Ensemble learning Decision tree Performance appraisal Random Forest (RF) Recursive feature elimination Permission protocol Smart contracts Hyperledger fabric Business logistics Machine learning Artificial intelligence
Mynediad Ar-lein:	http://hdl.handle.net/10361/16947

Eitemau Tebyg

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

Performance Appraisal System
gan: Islam, Showmik
Cyhoeddwyd: (2021)

Employee performance appraisal in OTOBI Limited
gan: Omit, Tarikul Islam Dewan
Cyhoeddwyd: (2018)

Performance appraisal system in BRAC International
gan: Ahmed, Ishtiaque
Cyhoeddwyd: (2016)

Performance appraisal of GSK Bangladesh Ltd.
gan: Bakht, Syeda Samora
Cyhoeddwyd: (2018)

Evaluation of the performance appraisal system at Daraz Bangladesh
gan: Sultana, Rubaiya
Cyhoeddwyd: (2018)

Evaluation of performance appraisal of NRB Bank Ltd.
gan: Papia, Ninia Akter
Cyhoeddwyd: (2019)

Report on performance appraisal system
gan: Sultana, Shamima
Cyhoeddwyd: (2021)

A hyperledger fabric based tamper proof decentralized land registry system for Bangladesh
gan: Huq, Md. Zariful, et al.
Cyhoeddwyd: (2023)

Employees feedback on existing performance appraisal system of Rangs Group
gan: Das, Arunima
Cyhoeddwyd: (2015)

SQL injection prevention using hyperledger fabric
gan: Billah, MD. Minhazul, et al.
Cyhoeddwyd: (2021)

Performance appraisal of Healthcare Pharmaceuticals Ltd
gan: Ridoy, Tanzibul Islam
Cyhoeddwyd: (2019)

Medical image reader powered by artificial intelligence
gan: Palok, Tanvir Ahmed, et al.
Cyhoeddwyd: (2024)

An analysis on the performance appraisal system of Rahimafrooz Gastech Limited (RAGT)
gan: Zaman, Nourin
Cyhoeddwyd: (2017)

Performance appraisal system of Concord Group of Companies
gan: Shafa, Maliha Tahsin
Cyhoeddwyd: (2024)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
gan: Khan, Labib Hasan, et al.
Cyhoeddwyd: (2023)

Cross banking transaction system using multichain blockchain systems
gan: Sharar, Shihab, et al.
Cyhoeddwyd: (2024)

Evaluation of performance appraisal system at GSK, Bangladesh, LTD.
gan: Alam, Nabila
Cyhoeddwyd: (2013)

X-Ray classification to detect COVID-19 using ensemble model
gan: Solaiman, Ishmam Ahmed, et al.
Cyhoeddwyd: (2021)

General performance management appraisal system in Bangladesh
gan: Saad, Omar
Cyhoeddwyd: (2021)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
gan: Rafidul Islam, Sheikh Md, et al.
Cyhoeddwyd: (2022)

The challenges in fair performance appraisal: A study on Kuehne+Nagel Bangladesh
gan: Subah, Nishat
Cyhoeddwyd: (2023)

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
gan: Hassan, Ibne, et al.
Cyhoeddwyd: (2023)

A deep learning approach for prediction of ADHD using brain structure
gan: Siam, Shafin Ahad, et al.
Cyhoeddwyd: (2024)

Impact of 360-degree performance appraisal in BanglaCAT
gan: Khan, Abdul Jabbar Bappi
Cyhoeddwyd: (2020)

Performance appraisal systems of Confidence Knitwear Ltd
gan: Islam, Shariful
Cyhoeddwyd: (2019)

Human resource policies and performance appraisal system Of Global Immigration Consultants Limited
gan: Arpa, Tanisha Das
Cyhoeddwyd: (2018)

Recursive methods in economic dynamics /
gan: Stokey, Nancy L.
Cyhoeddwyd: (1989)

Hyper ledger fabric induced supershop supply chain management model for securing product authenticity
gan: Hossain, Md Solaiman, et al.
Cyhoeddwyd: (2022)

A healthcare digital twin system based on blockchain technology
gan: Akash, Sadman Sakib
Cyhoeddwyd: (2023)

Blockchain-based mental health solution system
gan: Masrur, Faiyaz, et al.
Cyhoeddwyd: (2024)

Federated ensemble-learning for transport mode detection in vehicular edge network
gan: Alam, MD. Mustakin, et al.
Cyhoeddwyd: (2023)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
gan: Ghose, Swattic, et al.
Cyhoeddwyd: (2023)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
gan: Hossain, Shah Md. Shakhawath, et al.
Cyhoeddwyd: (2024)

A blockchain-driven framework designed for pharmaceutical community to secure and trace the trail of drug supply chain
gan: Rahman, Samiha, et al.
Cyhoeddwyd: (2021)

Hyperledger fabric blockchain-based medical document and prescription sharing system: Enhancing data security and traceability of the healthcare sector in Bangladesh
gan: Abdullah, Mohammed Taher, et al.
Cyhoeddwyd: (2024)

Analysis on loan processing and credit appraisal system of Habib Bank Limited, Bangladesh
gan: Ali, Hamida Amir
Cyhoeddwyd: (2011)

Loan processing, credit appraisal, follow – up & recovery procedure of IFIC Bank Limited
gan: Marzan, Nafisa
Cyhoeddwyd: (2014)

Recursive macroeconomic theory /
gan: Ljungqvist, Lars
Cyhoeddwyd: (2004)

Tri-modal ensemble for enhanced Bangla sign language recognition
gan: Shams, Khan Abrar, et al.
Cyhoeddwyd: (2024)