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Artificial Intelligence for Knowledge Management

8th IFIP WG 12.6 International Workshop, AI4KM 2021, Held at IJCAI 2020, Yokohama, Japan, January 7–8, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Eunika Mercier-Laurent

    1. University of Reims Champagne-Ardenne, Reims, France

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    You can also search for this editor in PubMed   Google Scholar

  2. M. Özgür Kayalica

    1. Istanbul Technical University, Istanbul, Turkey

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    You can also search for this editor in PubMed   Google Scholar

  3. Mieczyslaw Lech Owoc

    1. Wroclaw University of Economics and Business, Wroclaw, Poland

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 614)

Included in the following conference series:

Conference proceedings info: AI4KM 2021.

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Table of contents (15 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Ethics and Regulation of Artificial Intelligence

    • Anthony Wong
    Pages 1-18

  3. Ontologies Cooperation to Model the Needs of Disabled Persons

    • Guilaine Talens, Caroline Wintergerst
    Pages 19-34

  4. A Conceptual Framework of Intelligent Management Control System for Higher Education

    • Helena Dudycz, Marcin Hernes, Zdzislaw Kes, Eunika Mercier-Laurent, Bartłomiej Nita, Krzysztof Nowosielski et al.
    Pages 35-47

  5. Curriculum Vitae (CVs) Evaluation Using Machine Learning Approach

    • Rabih Haddad, Eunika Mercier-Laurent
    Pages 48-65

  6. University Students’ Research on Artificial Intelligence and Knowledge Management. A Review and Report of Multi-case Studies

    • Mieczysław L. Owoc, Paweł Weichbroth
    Pages 66-81

  7. Customer Churn Prediction in FMCG Sector Using Machine Learning Applications

    • S. Nazlı Günesen, Necip Şen, Nihan Yıldırım, Tolga Kaya
    Pages 82-103

  8. Crowdsourcing as a Tool Supporting Intra-city Communication

    • Łukasz Przysucha
    Pages 104-116

  9. The Importance of the Internet of Things for Smart Cities

    • Anna Reklewska
    Pages 117-129

  10. Developing a Knowledge Base on Climate Change for Metropolitan Cities

    • Eunika Mercier-Laurent, Guilaine Talens, Eric Thivant
    Pages 130-143

  11. Can Artificial Intelligence Effectively Support Sustainable Development?

    • Eunika Mercier-Laurent
    Pages 144-159

  12. Holistic Approach to Smart Factory

    • Cristina Monsone
    Pages 160-176

  13. Development of Big Data Analytics in a Multi-site Enterprise on the Example of Supply Chain Management

    • Paweł Pyda, Paweł Stefaniak, Helena Dudycz, Bartosz Jachnik
    Pages 177-192

  14. Analysing Natural Gas Prices for Turkey in the Light of a Possible Hub

    • Hakan Nalbant, M. Ozgur Kayalica, Gülgün Kayakutlu, Gizem Kaya Aydın
    Pages 193-212

  15. Predicting Power Deviation in the Turkish Power Market Based on Adaptive Factor Impacts

    • Denizhan Guven, Avni Ozozen, Gülgün Kayakutlu, M. Ozgur Kayalica
    Pages 213-234

  16. Machine Learning Methods in the Inclinometers Readings Anomaly Detection Issue on the Example of Tailings Storage Facility

    • Wioletta Koperska, Maria Stachowiak, Bartosz Jachnik, Paweł Stefaniak, Bartłomiej Bursa, Paweł Stefanek
    Pages 235-249

  17. Back Matter

    Pages 251-251
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  1. Artificial Intelligence for Knowledge Management

Keywords

About this book

This book features a selection of extended papers presented at the 8th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2021, held in Yokohama, Japan, in January 2021, in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2020.*

The 14 revised and extended papers presented together with an invited talk were carefully reviewed and selected for inclusion in this volume. They present new research and innovative aspects in the field of knowledge management and discuss methodological, technical and organizational aspects of artificial intelligence used for knowledge management.

*The workshop was held virtually.

Editors and Affiliations

  • University of Reims Champagne-Ardenne, Reims, France

    Eunika Mercier-Laurent

  • Istanbul Technical University, Istanbul, Turkey

    M. Özgür Kayalica

  • Wroclaw University of Economics and Business, Wroclaw, Poland

    Mieczyslaw Lech Owoc

Bibliographic Information

  • Book Title: Artificial Intelligence for Knowledge Management

  • Book Subtitle: 8th IFIP WG 12.6 International Workshop, AI4KM 2021, Held at IJCAI 2020, Yokohama, Japan, January 7–8, 2021, Revised Selected Papers

  • Editors: Eunika Mercier-Laurent, M. Özgür Kayalica, Mieczyslaw Lech Owoc

  • Series Title: IFIP Advances in Information and Communication Technology

  • DOI: https://doi.org/10.1007/978-3-030-80847-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: IFIP International Federation for Information Processing 2021

  • Hardcover ISBN: 978-3-030-80846-4Published: 05 July 2021

  • Softcover ISBN: 978-3-030-80849-5Published: 06 July 2022

  • eBook ISBN: 978-3-030-80847-1Published: 03 July 2021

  • Series ISSN: 1868-4238

  • Series E-ISSN: 1868-422X

  • Edition Number: 1

  • Number of Pages: XII, 251

  • Number of Illustrations: 40 b/w illustrations, 81 illustrations in colour

  • Topics: Artificial Intelligence, Computer Applications, Database Management, Computers and Education

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