Programming and Software Engineering

Advances in Conceptual Modeling

ER 2020 Workshops CMAI, CMLS, CMOMM4FAIR, CoMoNoS, EmpER, Vienna, Austria, November 3–6, 2020, Proceedings

Editors: Grossmann, Georg, Ram, Sudha (Eds.)

Free Preview

Buy this book

eBook $54.99
price for USA in USD
  • ISBN 978-3-030-65847-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-030-65846-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
About this book

This book constitutes the refereed proceedings of five workshops symposia, held at the 39th International Conference on Conceptual Modeling, ER 2020, which were supposed to be held in Vienna, Austria, in November 2020, but were held virtually due to the COVID-19 pandemic instead.

The 20 papers promote and disseminate research on theories of concepts underlying conceptual modeling, methods and tools for developing and communicating conceptual models, techniques for transforming conceptual models into effective implementations, and the impact of conceptual modeling techniques on databases, business strategies and information systems. The following workshops are included in this volume: First Workshop on Conceptual Modeling Meets Artificial Intelligence and Data-Driven Decision Making (CMAI); First International Workshop on Conceptual Modeling for Life Sciences (CMLS); Second Workshop on Conceptual Modeling, Ontologies and (Meta)data Management for Findable, Accessible, Interoperable and Reusable (FAIR) Data (CMOMM4FAIR); First Workshop on Conceptual Modeling for NoSQL Data Stores (CoMoNoS); and Third International Workshop on Empirical Methods in Conceptual Modeling (EmpER).

Table of contents (21 chapters)

Table of contents (21 chapters)
  • How to Induce Trust in Medical AI Systems

    Pages 5-14

    Reimer, Ulrich (et al.)

  • Towards Automated Support for Conceptual Model Diagnosis and Repair

    Pages 15-25

    Fumagalli, Mattia (et al.)

  • Superimposition: Augmenting Machine Learning Outputs with Conceptual Models for Explainable AI

    Pages 26-34

    Lukyanenko, Roman (et al.)

  • Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter

    Pages 35-45

    Sharma, Pulkit (et al.)

  • The Importance of the Temporal Dimension in Identifying Relevant Genomic Variants: A Case Study

    Pages 51-60

    Costa, Mireia (et al.)

Buy this book

eBook $54.99
price for USA in USD
  • ISBN 978-3-030-65847-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-030-65846-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Advances in Conceptual Modeling
Book Subtitle
ER 2020 Workshops CMAI, CMLS, CMOMM4FAIR, CoMoNoS, EmpER, Vienna, Austria, November 3–6, 2020, Proceedings
Editors
  • Georg Grossmann
  • Sudha Ram
Series Title
Programming and Software Engineering
Series Volume
12584
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-65847-2
DOI
10.1007/978-3-030-65847-2
Softcover ISBN
978-3-030-65846-5
Edition Number
1
Number of Pages
XVII, 243
Number of Illustrations
34 b/w illustrations, 1 illustrations in colour
Topics