Setting the Stage: AI in Software Project Management

Nevena Ranković; Dragica Rankovic; Mirjana Ivanovic; Ljubomir Lazic

doi:10.1007/978-3-031-76572-8_1

Setting the Stage: AI in Software Project Management

Nevena Ranković, Dragica Rankovic, Mirjana Ivanovic^*, Ljubomir Lazic

^*Corresponding author for this work

Cognitive Science and AI

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

Abstract

Artificial Intelligence (AI) took a leading role in everyday business life, and it is evident that its impact on software project management is transformative. This book explores how AI techniques and the synergy of optimization methods, such as Artificial Neural Networks and Taguchi’s Orthogonal Arrays, improve project scheduling, effort estimation, and risk management. By leveraging AI, businesses can enhance decision-making, streamline processes, and achieve greater efficiency in project execution.

Original language	English
Title of host publication	Recent Advances in Artificial Intelligence in Cost Estimation in Project Management
Editors	Nevena Ranković, Dragica Rankovic, Mirjana Ivanovic, Ljubomir Lazic
Publisher	Springer Cham
Chapter	1
Pages	3-7
Number of pages	4
Edition	1
ISBN (Electronic)	978-3-031-76572-8
ISBN (Print)	978-3-031-76571-1
DOIs	https://doi.org/10.1007/978-3-031-76572-8_1
Publication status	Published - 2024

Publication series

Name	Artificial Intelligence-Enhanced Software and Systems Engineering
Publisher	Springer Cham
Volume	6
ISSN (Print)	2731-6025
ISSN (Electronic)	2731-6033

Keywords

artificial intelligence
software project management
cost and effort estimation

Access to Document

10.1007/978-3-031-76572-8_1Licence: Taverne

Chapter 1 setting the stageFinal published version, 108 KBLicence: Taverne

Cite this

Ranković, N., Rankovic, D., Ivanovic, M., & Lazic, L. (2024). Setting the Stage: AI in Software Project Management. In N. Ranković, D. Rankovic, M. Ivanovic, & L. Lazic (Eds.), Recent Advances in Artificial Intelligence in Cost Estimation in Project Management (1 ed., pp. 3-7). (Artificial Intelligence-Enhanced Software and Systems Engineering; Vol. 6). Springer Cham. https://doi.org/10.1007/978-3-031-76572-8_1

Ranković, Nevena ; Rankovic, Dragica ; Ivanovic, Mirjana et al. / Setting the Stage : AI in Software Project Management. Recent Advances in Artificial Intelligence in Cost Estimation in Project Management. editor / Nevena Ranković ; Dragica Rankovic ; Mirjana Ivanovic ; Ljubomir Lazic. 1. ed. Springer Cham, 2024. pp. 3-7 (Artificial Intelligence-Enhanced Software and Systems Engineering).

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abstract = "Artificial Intelligence (AI) took a leading role in everyday business life, and it is evident that its impact on software project management is transformative. This book explores how AI techniques and the synergy of optimization methods, such as Artificial Neural Networks and Taguchi{\textquoteright}s Orthogonal Arrays, improve project scheduling, effort estimation, and risk management. By leveraging AI, businesses can enhance decision-making, streamline processes, and achieve greater efficiency in project execution.",

keywords = "artificial intelligence, software project management, cost and effort estimation",

author = "Nevena Rankovi{\'c} and Dragica Rankovic and Mirjana Ivanovic and Ljubomir Lazic",

note = " Part1 AI on the Battlefield of Software Project Management",

year = "2024",

doi = "10.1007/978-3-031-76572-8_1",

language = "English",

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series = "Artificial Intelligence-Enhanced Software and Systems Engineering",

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pages = "3--7",

editor = "{ Rankovi{\'c}}, {Nevena } and Rankovic, {Dragica } and Ivanovic, {Mirjana } and { Lazic}, {Ljubomir }",

booktitle = "Recent Advances in Artificial Intelligence in Cost Estimation in Project Management",

edition = "1",

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Ranković, N, Rankovic, D, Ivanovic, M & Lazic, L 2024, Setting the Stage: AI in Software Project Management. in N Ranković, D Rankovic, M Ivanovic & L Lazic (eds), Recent Advances in Artificial Intelligence in Cost Estimation in Project Management. 1 edn, Artificial Intelligence-Enhanced Software and Systems Engineering, vol. 6, Springer Cham, pp. 3-7. https://doi.org/10.1007/978-3-031-76572-8_1

Setting the Stage: AI in Software Project Management. / Ranković, Nevena; Rankovic, Dragica; Ivanovic, Mirjana et al.
Recent Advances in Artificial Intelligence in Cost Estimation in Project Management. ed. / Nevena Ranković; Dragica Rankovic; Mirjana Ivanovic; Ljubomir Lazic. 1. ed. Springer Cham, 2024. p. 3-7 (Artificial Intelligence-Enhanced Software and Systems Engineering; Vol. 6).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

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KW - cost and effort estimation

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Ranković N, Rankovic D, Ivanovic M, Lazic L. Setting the Stage: AI in Software Project Management. In Ranković N, Rankovic D, Ivanovic M, Lazic L, editors, Recent Advances in Artificial Intelligence in Cost Estimation in Project Management. 1 ed. Springer Cham. 2024. p. 3-7. (Artificial Intelligence-Enhanced Software and Systems Engineering). doi: 10.1007/978-3-031-76572-8_1

Setting the Stage: AI in Software Project Management

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