The Relevance of Large Language Models for Project Management
The rise of artificial intelligence, particularly the emergence of large language models (LLMs) like ChatGPT, continuously reveals numerous advantages across various domains. However, the area of project management has not yet been sufficiently explored. This study fills the research gap by conducti...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Open Journal of the Industrial Electronics Society |
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| Online Access: | https://ieeexplore.ieee.org/document/10553643/ |
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| _version_ | 1841526322937987072 |
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| author | Stamatis Karnouskos |
| author_facet | Stamatis Karnouskos |
| author_sort | Stamatis Karnouskos |
| collection | DOAJ |
| description | The rise of artificial intelligence, particularly the emergence of large language models (LLMs) like ChatGPT, continuously reveals numerous advantages across various domains. However, the area of project management has not yet been sufficiently explored. This study fills the research gap by conducting an empirical evaluation of three well-known LLMs: OpenAI's ChatGPT-3.5 and ChatGPT-4, as well as Google's Bard. The evaluation involves subjecting these LLMs to tests designed to prepare professionals for project management certification by the Project Management Institute. The findings cast a positive light on all three LLMs, with each model achieving scores exceeding 82%. Key insights acquired include: LLMs demonstrate the ability to effectively answer project management certification exam questions; LLMs and project managers should be viewed as a dynamic and complementary partnership; and project management certification should evolve to include an assessment of how project managers collaborate with LLMs to enhance project management. |
| format | Article |
| id | doaj-art-110b088f165d48159c2ac2eaf3547ff0 |
| institution | Kabale University |
| issn | 2644-1284 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Journal of the Industrial Electronics Society |
| spelling | doaj-art-110b088f165d48159c2ac2eaf3547ff02025-01-17T00:01:02ZengIEEEIEEE Open Journal of the Industrial Electronics Society2644-12842024-01-01575876810.1109/OJIES.2024.341222210553643The Relevance of Large Language Models for Project ManagementStamatis Karnouskos0https://orcid.org/0000-0003-3519-8232SAP, Walldorf, GermanyThe rise of artificial intelligence, particularly the emergence of large language models (LLMs) like ChatGPT, continuously reveals numerous advantages across various domains. However, the area of project management has not yet been sufficiently explored. This study fills the research gap by conducting an empirical evaluation of three well-known LLMs: OpenAI's ChatGPT-3.5 and ChatGPT-4, as well as Google's Bard. The evaluation involves subjecting these LLMs to tests designed to prepare professionals for project management certification by the Project Management Institute. The findings cast a positive light on all three LLMs, with each model achieving scores exceeding 82%. Key insights acquired include: LLMs demonstrate the ability to effectively answer project management certification exam questions; LLMs and project managers should be viewed as a dynamic and complementary partnership; and project management certification should evolve to include an assessment of how project managers collaborate with LLMs to enhance project management.https://ieeexplore.ieee.org/document/10553643/BardChatGPTGenerative artificial intelligence (AI)large language models (LLMs)project management |
| spellingShingle | Stamatis Karnouskos The Relevance of Large Language Models for Project Management IEEE Open Journal of the Industrial Electronics Society Bard ChatGPT Generative artificial intelligence (AI) large language models (LLMs) project management |
| title | The Relevance of Large Language Models for Project Management |
| title_full | The Relevance of Large Language Models for Project Management |
| title_fullStr | The Relevance of Large Language Models for Project Management |
| title_full_unstemmed | The Relevance of Large Language Models for Project Management |
| title_short | The Relevance of Large Language Models for Project Management |
| title_sort | relevance of large language models for project management |
| topic | Bard ChatGPT Generative artificial intelligence (AI) large language models (LLMs) project management |
| url | https://ieeexplore.ieee.org/document/10553643/ |
| work_keys_str_mv | AT stamatiskarnouskos therelevanceoflargelanguagemodelsforprojectmanagement AT stamatiskarnouskos relevanceoflargelanguagemodelsforprojectmanagement |