Holistic personas to increase the novice developer productivity
A deeper understanding and integration with system users' thoughts and emotional experiences are required for user-engaged development. User experience (UX) journey integrates user requirements and problem-solving approaches. The integration of data-driven techniques and user-centric approaches...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Institute of Advanced Engineering and Science
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/113470/ http://psasir.upm.edu.my/id/eprint/113470/1/113470.pdf |
| _version_ | 1848866233168953344 |
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| author | Kusuma, Wahyu Andhyka Jantan, Azrul Hazri Admodisastro, Novia Indriaty Norowi, Noris |
| author_facet | Kusuma, Wahyu Andhyka Jantan, Azrul Hazri Admodisastro, Novia Indriaty Norowi, Noris |
| author_sort | Kusuma, Wahyu Andhyka |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | A deeper understanding and integration with system users' thoughts and emotional experiences are required for user-engaged development. User experience (UX) journey integrates user requirements and problem-solving approaches. The integration of data-driven techniques and user-centric approaches in software development is investigated in this study. It focuses on using the Markov chain model to predict developer productivity based on data gathered while creating personas across three projects. Organizations can gain valuable insights into user needs and requirements by conducting purposeful activities such as strength, weaknesses, opportunities, and threats (SWOT) analysis, competitor analysis, hypothesis formulation, identification of behavioral variables, mapping interviews, and defining characteristics and objectives. The model has predictive capabilities that allow for more informed decision-making, more efficient resource allocation, and better project planning. The goal of the activity and the model ensure the development of software products that effectively meet the needs of users, resulting in a higher success rate for software development initiatives. This study emphasizes the importance of integrating quantitative and qualitative analysis to drive successful software development projects and increase productivity while meeting user needs. According to the findings of the research conducted from the three projects completed, the proposed methods have similarities, and predictions using the Markov chain can determine the success of novice developers. |
| first_indexed | 2025-11-15T14:17:20Z |
| format | Article |
| id | upm-113470 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:17:20Z |
| publishDate | 2024 |
| publisher | Institute of Advanced Engineering and Science |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1134702024-11-25T07:05:41Z http://psasir.upm.edu.my/id/eprint/113470/ Holistic personas to increase the novice developer productivity Kusuma, Wahyu Andhyka Jantan, Azrul Hazri Admodisastro, Novia Indriaty Norowi, Noris A deeper understanding and integration with system users' thoughts and emotional experiences are required for user-engaged development. User experience (UX) journey integrates user requirements and problem-solving approaches. The integration of data-driven techniques and user-centric approaches in software development is investigated in this study. It focuses on using the Markov chain model to predict developer productivity based on data gathered while creating personas across three projects. Organizations can gain valuable insights into user needs and requirements by conducting purposeful activities such as strength, weaknesses, opportunities, and threats (SWOT) analysis, competitor analysis, hypothesis formulation, identification of behavioral variables, mapping interviews, and defining characteristics and objectives. The model has predictive capabilities that allow for more informed decision-making, more efficient resource allocation, and better project planning. The goal of the activity and the model ensure the development of software products that effectively meet the needs of users, resulting in a higher success rate for software development initiatives. This study emphasizes the importance of integrating quantitative and qualitative analysis to drive successful software development projects and increase productivity while meeting user needs. According to the findings of the research conducted from the three projects completed, the proposed methods have similarities, and predictions using the Markov chain can determine the success of novice developers. Institute of Advanced Engineering and Science 2024 Article PeerReviewed text en cc_by_sa_4 http://psasir.upm.edu.my/id/eprint/113470/1/113470.pdf Kusuma, Wahyu Andhyka and Jantan, Azrul Hazri and Admodisastro, Novia Indriaty and Norowi, Noris (2024) Holistic personas to increase the novice developer productivity. Bulletin of Electrical Engineering and Informatics, 13 (3). pp. 2095-2108. ISSN 2089-3191; eISSN: 2302-9285 https://beei.org/index.php/EEI/article/view/6936 10.11591/eei.v13i3.6936 |
| spellingShingle | Kusuma, Wahyu Andhyka Jantan, Azrul Hazri Admodisastro, Novia Indriaty Norowi, Noris Holistic personas to increase the novice developer productivity |
| title | Holistic personas to increase the novice developer productivity |
| title_full | Holistic personas to increase the novice developer productivity |
| title_fullStr | Holistic personas to increase the novice developer productivity |
| title_full_unstemmed | Holistic personas to increase the novice developer productivity |
| title_short | Holistic personas to increase the novice developer productivity |
| title_sort | holistic personas to increase the novice developer productivity |
| url | http://psasir.upm.edu.my/id/eprint/113470/ http://psasir.upm.edu.my/id/eprint/113470/ http://psasir.upm.edu.my/id/eprint/113470/ http://psasir.upm.edu.my/id/eprint/113470/1/113470.pdf |