Track Description

As humans and computers have complementary capabilities, hybrid intelligence - the combination of human intelligence and machine intelligence – can achieve goals that are unreachable by either humans or machine alone. This is where knowledge management and knowledge representation can come together. Knowledge representation can be exploited in knowledge management to retrieve relevant cases and models or to infer insights from them. Machine Learning can be applied to derive knowledge from large amounts of data or to refine existing knowledge. In order to emphasize this year’s conference theme, the scope of this track was extended to also include A.I. methodological papers under the umbrella term of „knowledge science”.

Track Chairs

Knut Hinkelmann, FHNW University of Applied Sciences and Arts Northwestern Switzerland
Aurona Gerber, University of Pretoria, South Africa

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Papers

A Suite of Modelling Tools for Developing Cyber-Physical Systems and Digital Twins Implementations

Andrei Chiș, Babeș-Bolyai University
Ana-Maria Ghiran, Babeș-Bolyai University

From BPMN Models to Labelled Property Graphs

Ștefan Uifălean, Babeș-Bolyai University
Ana-Maria Ghiran, Babeș-Bolyai University
Robert Andrei Buchmann, Babeș-Bolyai University

Learning Decision Rules from Sets of Decision Trees

Mikhail Moshkov, King Abdullah University of Science and Technology
Beata Zielosko, University of Silesia in Katowice
Evans Teiko Tetteh, University of Silesia in Katowice
Anna Glid, University of Silesia in Katowice

Maestro: An Extensible General-Purpose Data Gathering and Classification Platform

Alexandre Magalhães Serra, Universidade de Lisboa
Alberto Rodrigues da Silva, Universidade de Lisboa
Jacinto Estima, University of Coimbra

Performance of Multi-Clustering Recommender System after Selection of Clusters based on V-Measures

Urszula Kużelewska, Bialystok University of Technology

Relevance Judgment Convergence Degree – A Measure of Inconsistency among Assessors for Information Retrieval

Dengya Zhu, Curtin University
Shastri L. Nimmagadda, Curtin University
Kok Wai Wong, Murdoch University
Torsten Reiners, Curtin University

Study on the Twoing Criterion with Pre-pruning and Bagging Method for Dispersed Data

Małgorzata Przybyła-Kasperek, University of Silesia in Katowice
Samuel Aning, University of Silesia in Katowice

Supervised Identification of Writer's Native Language Based on Their English Word Usage

Agnieszka Jastrzebska, Warsaw University of Technology
Wladyslaw Homenda, Warsaw University of Technology

The Conditions for Repository Knowledge Management System Success in New Product Development

Anders Haug, University of Southern Denmark

Time Series Classification Using Images

Wladyslaw Homenda, Warsaw University of Technology
Agnieszka Jastrzebska, Warsaw University of Technology
Mariusz Wrzesien

Towards Modelling the Success Determinants of International Research Proposals

Sylwia Krzyżek-Liburska, Cracow University of Economics
Grażyna Paliwoda-Pękosz, Cracow University of Economics

User Experience Modeling Method for a Vision of Knowledge Graph-based Process Automation

Ștefan Uifălean, Babeș-Bolyai University
Ana-Maria Ghiran, Babeș-Bolyai University
Robert Andrei Buchmann, Babeș-Bolyai University