Workshop Modelle und KI (MoKI'22)

Co-Located with the Modellierung 2022 Conference in Hamburg, 27.06.2022 - 01.07.2022

With the increasing availability of large amounts of data in practically all application areas, the field of artificial intelligence (AI) has been attracting increasing attention for some time now. The new paradigm of data-driven AI, i.e. learning (domain) models and keeping them up-todate by using data mining techniques, is highly attractive because it reduces the effort of creating application systems. However, it also has many disadvantages. For example, models generated from data usually cannot be inspected and understood by a human being, and it is difficult to integrate already existing domain knowledge into learned models – prior or after learning.

The approaches to conceptual modelling as well as earlier approaches to AI have mainly been focusing on the manual engineering of models, which requires a great deal of time and money. Thus, depending on the application domain, these approaches scale up poorly. There is a huge potential in combining manual model engineering with data-driven model generation: the advantages of both approaches can be combined and their disadvantages be mitigated.

In this workshop, we are interested in all kinds of submissions at the intersection of the fields of conceptual modeling and AI. More specifically, we would like to see contributions that explore the value conceptual modeling brings to AI, and, vice versa, the value that AI can bring to conceptual modeling. Papers can be in one of the following categories:

1. Novel ideas and solutions

2. Critical reviews of problems and possible approaches

3. Agenda setting papers

Topics of Interest


Topics of interest include, but are not limited to:

Important Dates

Paper Submission and Format

We accept submission with a length between eight (8) and fourteen (14) pages plus additional up to four (4) pages for references. All papers need to be submitted via EasyChair and follow the GI Lecture Notes in Informatics formatting guidelines. In order to enable a uniform appearance of the contributions, we ask you to use the provided LaTeX format template. The LaTeX files must be submitted with the final version of the contribution. The MoKI workshop accepts papers in English and German language.

Publication

Accepted papers will be published as a joint collection with all workshop papers in the Digital Library of the Gesellschaft für Informatik (GI e.V.).

Workshop Organizers

Program Committee (TBC)