Optimization of Resource Allocation and Task Allocation with Project Management Information Systems in Information Technology Companies
Optimization of Resource Allocation and Task Allocation with Project Management Information Systems in Information Technology Companies
Author(s): Ilham Nur Pratama, Muhammad Dachyar, Novandra Rhezza PratamaSubject(s): Business Economy / Management, Electronic information storage and retrieval
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: Project management information system; enterprise architecture; decision making project; human resource management
Summary/Abstract: This study proposes a novel approach to designing an integrated Resource Allocation and Task Allocation Optimization System (RATAOS) using Enterprise Architecture (EA) to improve project management efficiency. The proposed approach integrates Project Management Information System (PMIS) with an optimization system designed using a random forest model and Natural Language Programming (NLP). The integrated system optimizes resource and task allocation, reducing operational costs by 14% and planning phases by 88.7%. Project completion time increased by 50.80%, demonstrating the effectiveness of the integrated system. The purpose of this study is to find a solution for PMIS to be used as an automatic data-driven Resource and Task Allocation Optimization System. The technique used in this study is service integration between the existing PMIS with the Resource and Task Allocation Optimization System.
Journal: TEM Journal
- Issue Year: 12/2023
- Issue No: 3
- Page Range: 1814-1824
- Page Count: 11
- Language: English