Artificial intelligence and project management: an integrated approach to knowledge-based evaluation
Although some people had doubts about the usefulness of such solutions in the past, artificial intelligence (AI) plays a growing role in modern business. It can be expected that the interest in it will also lead to an increase in support for the planning, evaluation, and implementation of projects....
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London ; New York
Routledge, Taylor & Francis Group
2024
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| Schriftenreihe: | Routledge Focus on Business and Management
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | Although some people had doubts about the usefulness of such solutions in the past, artificial intelligence (AI) plays a growing role in modern business. It can be expected that the interest in it will also lead to an increase in support for the planning, evaluation, and implementation of projects. In particular, the proper functioning of multifaceted evaluation methods has a crucial impact on the appropriate planning and execution of various projects, as well as the effective achievement of the organization’s goals. This book offers a presentation of the complex problems and challenges related to the development of AI in project management, proposes an integrated approach to knowledge-based evaluation, and indicates the possibilities of improving professional practical knowledge in this field.The unique contribution of this book is to draw attention to the possibilities resulting from conducting transdisciplinary research and drawing on the rich achievements in the field of research development on knowledge-based systems that can be used to holistically support the processes of planning, evaluation, and project management. The concept of the integrated approach to knowledge-based evaluation is presented and developed as a result of drawing inspiration mainly from the systems approach, generative AI, and selected mathematical models.Presented in a highly accessible manner, the book discusses mathematical tools in a simple way, which enables understanding of the content by readers across broad subject areas who may be not only participants in specialist training and university students but also practitioners, consultants, or evaluators. This book will be a valuable resource for academics and upper-level students, in particular, across project management-related fields, and of great interest to all those looking to understand the challenges and effectiveness of AI in business |
| Beschreibung: | vi, 80 Seiten Illustrationen |
| ISBN: | 9781032377261 9781032377308 |
Internformat
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| 520 | |a Although some people had doubts about the usefulness of such solutions in the past, artificial intelligence (AI) plays a growing role in modern business. It can be expected that the interest in it will also lead to an increase in support for the planning, evaluation, and implementation of projects. In particular, the proper functioning of multifaceted evaluation methods has a crucial impact on the appropriate planning and execution of various projects, as well as the effective achievement of the organization’s goals. This book offers a presentation of the complex problems and challenges related to the development of AI in project management, proposes an integrated approach to knowledge-based evaluation, and indicates the possibilities of improving professional practical knowledge in this field.The unique contribution of this book is to draw attention to the possibilities resulting from conducting transdisciplinary research and drawing on the rich achievements in the field of research development on knowledge-based systems that can be used to holistically support the processes of planning, evaluation, and project management. The concept of the integrated approach to knowledge-based evaluation is presented and developed as a result of drawing inspiration mainly from the systems approach, generative AI, and selected mathematical models.Presented in a highly accessible manner, the book discusses mathematical tools in a simple way, which enables understanding of the content by readers across broad subject areas who may be not only participants in specialist training and university students but also practitioners, consultants, or evaluators. This book will be a valuable resource for academics and upper-level students, in particular, across project management-related fields, and of great interest to all those looking to understand the challenges and effectiveness of AI in business | ||
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Datensatz im Suchindex
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| adam_text |
Contents List ofFigures List of Tables vii viii 1 Introduction 1 2 AI in Business 4 The Essence and Potential ofArtificial Intelligence 4 Machine Learning and Neural Networks 8 Generative AI in Organizations II Rough Set Models 14 Knowledge-Based Systems 15 3 Selected AI Applications in Project Management 22 Data-Driven Project Management 22 Generative AI in Modern Project Management 25 Learning Models for Project Evaluation 2 7 Applications ofRule-Based Systems 30 Methodological Approaches for Multicriteria Knowledge-Based Project Analysis 33 4 Al-Driven Knowledge-Based Evaluation Preliminary Comments about Evaluation System Modeling 40 Integrated Approach 45 Knowledge Discovery Through Learning 51 Combining Rule-Based Systems and Generative AI 54 40
vi Contents Building and Assessing Al-Powered Knowledge Base 55 Using Knowledge-Based Evaluation Systems 60 5 Conclusions 74 Index 79 |
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| author | Grzeszczyk, Tadeusz |
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| discipline | Wirtschaftswissenschaften |
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| isbn | 9781032377261 9781032377308 |
| language | English |
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| spelling | Grzeszczyk, Tadeusz Verfasser (DE-588)170402738 aut Artificial intelligence and project management an integrated approach to knowledge-based evaluation Tadeusz A. Grzeszczyk London ; New York Routledge, Taylor & Francis Group 2024 vi, 80 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Routledge Focus on Business and Management Although some people had doubts about the usefulness of such solutions in the past, artificial intelligence (AI) plays a growing role in modern business. It can be expected that the interest in it will also lead to an increase in support for the planning, evaluation, and implementation of projects. In particular, the proper functioning of multifaceted evaluation methods has a crucial impact on the appropriate planning and execution of various projects, as well as the effective achievement of the organization’s goals. This book offers a presentation of the complex problems and challenges related to the development of AI in project management, proposes an integrated approach to knowledge-based evaluation, and indicates the possibilities of improving professional practical knowledge in this field.The unique contribution of this book is to draw attention to the possibilities resulting from conducting transdisciplinary research and drawing on the rich achievements in the field of research development on knowledge-based systems that can be used to holistically support the processes of planning, evaluation, and project management. The concept of the integrated approach to knowledge-based evaluation is presented and developed as a result of drawing inspiration mainly from the systems approach, generative AI, and selected mathematical models.Presented in a highly accessible manner, the book discusses mathematical tools in a simple way, which enables understanding of the content by readers across broad subject areas who may be not only participants in specialist training and university students but also practitioners, consultants, or evaluators. This book will be a valuable resource for academics and upper-level students, in particular, across project management-related fields, and of great interest to all those looking to understand the challenges and effectiveness of AI in business bicssc / Production & quality control management bicssc / Project management bicssc / Research & development management bicssc / Knowledge management bisacsh / BUSINESS & ECONOMICS / Business Ethics bisacsh / BUSINESS & ECONOMICS / Decision-Making & Problem Solving bisacsh / BUSINESS & ECONOMICS / Management bisacsh / BUSINESS & ECONOMICS / Project Management Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Projektmanagement (DE-588)4047441-0 gnd rswk-swf Projektmanagement (DE-588)4047441-0 s Künstliche Intelligenz (DE-588)4033447-8 s b DE-604 Erscheint auch als Online-Ausgabe 978-1-003-34161-1 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035024949&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Grzeszczyk, Tadeusz Artificial intelligence and project management an integrated approach to knowledge-based evaluation bicssc / Production & quality control management bicssc / Project management bicssc / Research & development management bicssc / Knowledge management bisacsh / BUSINESS & ECONOMICS / Business Ethics bisacsh / BUSINESS & ECONOMICS / Decision-Making & Problem Solving bisacsh / BUSINESS & ECONOMICS / Management bisacsh / BUSINESS & ECONOMICS / Project Management Künstliche Intelligenz (DE-588)4033447-8 gnd Projektmanagement (DE-588)4047441-0 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4047441-0 |
| title | Artificial intelligence and project management an integrated approach to knowledge-based evaluation |
| title_auth | Artificial intelligence and project management an integrated approach to knowledge-based evaluation |
| title_exact_search | Artificial intelligence and project management an integrated approach to knowledge-based evaluation |
| title_full | Artificial intelligence and project management an integrated approach to knowledge-based evaluation Tadeusz A. Grzeszczyk |
| title_fullStr | Artificial intelligence and project management an integrated approach to knowledge-based evaluation Tadeusz A. Grzeszczyk |
| title_full_unstemmed | Artificial intelligence and project management an integrated approach to knowledge-based evaluation Tadeusz A. Grzeszczyk |
| title_short | Artificial intelligence and project management |
| title_sort | artificial intelligence and project management an integrated approach to knowledge based evaluation |
| title_sub | an integrated approach to knowledge-based evaluation |
| topic | bicssc / Production & quality control management bicssc / Project management bicssc / Research & development management bicssc / Knowledge management bisacsh / BUSINESS & ECONOMICS / Business Ethics bisacsh / BUSINESS & ECONOMICS / Decision-Making & Problem Solving bisacsh / BUSINESS & ECONOMICS / Management bisacsh / BUSINESS & ECONOMICS / Project Management Künstliche Intelligenz (DE-588)4033447-8 gnd Projektmanagement (DE-588)4047441-0 gnd |
| topic_facet | bicssc / Production & quality control management bicssc / Project management bicssc / Research & development management bicssc / Knowledge management bisacsh / BUSINESS & ECONOMICS / Business Ethics bisacsh / BUSINESS & ECONOMICS / Decision-Making & Problem Solving bisacsh / BUSINESS & ECONOMICS / Management bisacsh / BUSINESS & ECONOMICS / Project Management Künstliche Intelligenz Projektmanagement |
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