Künstliche Intelligenz im Management Reporting. Eine Analyse der Chancen und Herausforderungen für KMUs in Deutschland

Künstliche Intelligenz im Management Reporting. Eine Analyse der Chancen und Herausforderungen für KMUs in Deutschland

Author: Daniel Janßen

Publisher: GRIN Verlag

Published: 2024-03-05

Total Pages: 213

ISBN-13: 3963563435

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Master's Thesis from the year 2023 in the subject Business economics - Controlling, grade: 1,7, Berlin School of Economics and Law (Wirtschaftswissenschaften), course: Special Issues in Management Accounting, language: English, abstract: Die rasante Entwicklung und weite Anwendung künstlicher Intelligenz (KI) hat in den letzten Jahren die technologische Landschaft und Unternehmenspraktiken grundlegend verändert. Insbesondere im Management Reporting (MR) eröffnen sich durch KI neue Möglichkeiten und Herausforderungen von beträchtlicher Tragweite. Diese Arbeit widmet sich der kritischen Analyse der Anwendung von KI im MR, speziell in deutschen kleinen und mittleren Unternehmen (KMU). KI steht im Mittelpunkt einer fortwährenden Transformation der Unternehmenspraktiken. Die Veröffentlichung beeindruckender KI-Anwendungen wie des Chatbots "ChatGPTs" im November 2022 verdeutlichte eindrucksvoll das Potenzial dieser Technologie. Die Integration von KI in das MR wird oft als zweite Welle der Digitalisierung bezeichnet, die die gesamte Art und Weise der Wertschöpfung grundlegend verändert. Die vorliegende Arbeit untersucht, wie KI das MR in deutschen KMU beeinflusst und welche Chancen und Herausforderungen sich daraus ergeben. Dabei werden nicht nur technologische Aspekte betrachtet, sondern auch organisatorische und menschliche Dimensionen, insbesondere die Veränderung der Rolle des Controllers. Die Problemstellung liegt in der Diskrepanz zwischen dem hohen Stellenwert des MR für Managemententscheidungen und den aktuellen Defiziten, insbesondere in kleineren und mittleren Unternehmen. Trotz digitaler Technologien steht das MR häufig in der Kritik aufgrund begrenzter Informationsvielfalt, Vergangenheitsorientierung und hohem manuellen Aufwand. Die Zielsetzung dieser Arbeit besteht darin, einen Beitrag zur Unternehmenspraxis und Forschung zu leisten, indem eine umfassende Analyse der Chancen und Herausforderungen der KI im MR durchgeführt wird. Durch die Beantwortung spezifischer Forschungsfragen soll ein tieferes Verständnis für die Rolle von KI im MR geschaffen werden, besonders im Kontext deutscher KMU. Im weiteren Verlauf werden zunächst die thematischen und konzeptionellen Grundlagen des MR und der KI erläutert. Anschließend werden die zentralen Herausforderungen der Anwendung von KI im MR beleuchtet sowie die identifizierten Use-Cases detailliert untersucht. Abschließend erfolgt die Diskussion der Ergebnisse und deren Implikationen für die Unternehmenspraxis und Forschung.


Social Entrepreneurship and Social Business

Social Entrepreneurship and Social Business

Author: Christine K. Volkmann

Publisher: Springer Science & Business Media

Published: 2012-04-24

Total Pages: 285

ISBN-13: 383497093X

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This compilation offers students a comprehensive overview of the field of social entrepreneurship. Leading European researchers and lecturers such as Ann-Kristin Achleitner, Markus Beckmann, Heather Cameron, Pascal Dey, Andreas Heinecke, Benjamin Huybrechts, Alex Nicholls, Johanna Mair, Susan Müller and Chris Steyaert have contributed to this textbook.


Data as Counter-performance - Contract Law 2.0 ?

Data as Counter-performance - Contract Law 2.0 ?

Author: Sebastian Lohsse

Publisher:

Published: 2020

Total Pages: 0

ISBN-13: 9783848776061

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This 5th volume in the "Munster Colloquia on EU Law and the Digital Economy" focuses on one of the most important challenges faced by private law in this era of digitalization: the effects of "data as counter-performance" on contract law; a phenomenon acknowledged by the EU legislator in the new "Digital Content Directive" 2019/770. In this volume, legal experts from across Europe examine various issues, in particular contract performance and restitution, and the relationship between contract law and data protection, central to the question: Contract law 2.0?


Killing and Letting Die

Killing and Letting Die

Author: Bonnie Steinbock

Publisher: Fordham Univ Press

Published: 1994

Total Pages: 462

ISBN-13: 9780823215621

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This collection contains twenty-one thought-provoking essays on the controversies surrounding the moral and legal distinctions between euthanasia and "letting die." Since public awareness of this issue has increased this second edition includes nine entirely new essays which bring the treatment of the subject up-to-date. The urgency of this issue can be gauged in recent developments such as the legalization of physician-assisted suicide in the Netherlands, "how-to" manuals topping the bestseller charts in the United States, and the many headlines devoted to Dr. Jack Kevorkian, who has assisted dozens of patients to die. The essays address the range of questions involved in this issue pertaining especially to the fields of medical ethics, public policymaking, and social philosophy. The discussions consider the decisions facing medical and public policymakers, how those decisions will affect the elderly and terminally ill, and the medical and legal ramifications for patients in a permanently vegetative state, as well as issues of parent/infant rights. The book is divided into two sections. The first, "Euthanasia and the Termination of Life-Prolonging Treatment" includes an examination of the 1976 Karen Quinlan Supreme Court decision and selections from the 1990 Supreme Court decision in the case of Nancy Cruzan. Featured are articles by law professor George Fletcher and philosophers Michael Tooley, James Rachels, and Bonnie Steinbock, with new articles by Rachels, and Thomas Sullivan. The second section, "Philosophical Considerations," probes more deeply into the theoretical issues raised by the killing/letting die controversy, illustrating exceptionally well the dispute between two rival theories of ethics, consequentialism and deontology. It also includes a corpus of the standard thought on the debate by Jonathan Bennet, Daniel Dinello, Jeffrie Murphy, John Harris, Philipa Foot, Richard Trammell, and N. Ann Davis, and adds articles new to this edition by Bennett, Foot, Warren Quinn, Jeff McMahan, and Judith Lichtenberg.


Proceedings on 25th International Joint Conference on Industrial Engineering and Operations Management – IJCIEOM

Proceedings on 25th International Joint Conference on Industrial Engineering and Operations Management – IJCIEOM

Author: Zoran Anisic

Publisher: Springer Nature

Published: 2020-03-20

Total Pages: 548

ISBN-13: 3030436160

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This book presents the conference proceedings of the 25th edition of the International Joint Conference on Industrial Engineering and Operations Management. The conference is organized by 6 institutions (from different countries and continents) that gather a large number of members in the field of operational management, industrial engineering and engineering management. This edition of the conference had the title: THE NEXT GENERATION OF PRODUCTION AND SERVICE SYSTEMS in order to emphasis unpredictable and very changeable future. This conference is aimed to enhance connection between academia and industry and to gather researchers and practitioners specializing in operation management, industrial engineering, engineering management and other related disciplines from around the world.


Industrie 4.0

Industrie 4.0

Author: Roland Heidel

Publisher: Beuth Verlag GmbH

Published: 2019-10-10

Total Pages: 160

ISBN-13: 3410289194

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Mit dem Referenzarchitekturmodell Industrie 4.0 (RAMI4.0) werden erstmalig unterschiedliche Aspekte in einem gemeinsamen Modell zusammengeführt (Kommunikationslayer, Lebenszyklus von Anlagen beziehungsweise Produkten sowie Automatisierungs- und IT-Ebene). Mit diesem Werk erhält der Leser erstmals eine Zusammenfassung verschiedener Dokumente zum Thema Industrie 4.0: sozusagen einen roten Faden, der die Inhalte dieser Dokumente zueinander in Beziehung setzt. Das Buch vermittelt die technischen Grundlagen zur Realisierung von Industrie 4.0-Wertschöpfungsnetzwerken, in denen Gegenstände der physischen Welt gemäß Referenzarchitekturmodell Industrie 4.0 (RAMI 4.0) für ihre Verwendung in der Informationswelt als I4.0-Komponenten beschrieben werden.


Sustainable Manufacturing

Sustainable Manufacturing

Author: Rainer Stark

Publisher: Springer

Published: 2017-01-16

Total Pages: 286

ISBN-13: 3319485148

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This edited volume presents the research results of the Collaborative Research Center 1026 “Sustainable manufacturing - shaping global value creation”. The book aims at providing a reference guide of sustainable manufacturing for researchers, describing methodologies for development of sustainable manufacturing solutions. The volume is structured in four chapters covering the following topics: sustainable manufacturing technology, sustainable product development, sustainable value creation networks and systematic change towards sustainable manufacturing. The target audience comprises both researchers and practitioners in the field of sustainable manufacturing, but the book may also be beneficial for graduate students.


Measuring Creativity

Measuring Creativity

Author: Ernesto Villalba

Publisher:

Published: 2009

Total Pages: 472

ISBN-13: 9789279128622

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"The book provides an overview of two main approaches to the measurement of creativity. Firstly, aggregate level approaches, where different existing statistical indicators can be used as pointers of creativity in a region or a nation. Secondly, it explores some aspects in the measurement of creativity at the individual level." -Ed.


Automation, Communication and Cybernetics in Science and Engineering 2011/2012

Automation, Communication and Cybernetics in Science and Engineering 2011/2012

Author: Sabina Jeschke

Publisher: Springer Science & Business Media

Published: 2012-12-22

Total Pages: 1124

ISBN-13: 3642333893

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The book is the follow-up to its predecessor “Automation, Communication and Cybernetics in Science and Engineering 2009/2010” and includes a representative selection of all scientific publications published between 07/2011 and 06/2012 in various books, journals and conference proceedings by the researchers of the following institute cluster: IMA - Institute of Information Management in Mechanical Engineering ZLW - Center for Learning and Knowledge Management IfU - Associated Institute for Management Cybernetics Faculty of Mechanical Engineering, RWTH Aachen University Innovative fields of application, such as cognitive systems, autonomous truck convoys, telemedicine, ontology engineering, knowledge and information management, learning models and technologies, organizational development and management cybernetics are presented.