Vol.12, No.3, August 2023.                                                                                                                                                                               ISSN: 2217-8309

                                                                                                                                                                                                                        eISSN: 2217-8333


TEM Journal



Association for Information Communication Technology Education and Science

Optimization of Resource Allocation and Task Allocation with Project Management Information Systems in Information Technology Companies


Ilham Nur Pratama, Muhammad Dachyar, Novandra Rhezza Pratama


© 2023 Muhammad Dachyar, published by UIKTEN. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. (CC BY-NC-ND 4.0)


Citation Information: TEM Journal. Volume 12, Issue 3, Pages 1814-1824, ISSN 2217-8309, DOI: 10.18421/TEM123-65, August 2023.


Received: 16 April 2023.

Revised:   13 July 2023.
Accepted: 19 July 2023.
Published: 28 August 2023.




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.


Keywords –Project management information system, enterprise architecture, decision making project, human resource management.



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