Actionable Cognitive Twins for Decision Making in Manufacturing

no code implementations • 23 Mar 2021 • Jože M. Rožanec, Jinzhi Lu, Jan Rupnik, Maja Škrjanc, Dunja Mladenić, Blaž Fortuna, Xiaochen Zheng, Dimitris Kiritsis

In this paper, we propose a knowledge graph modeling approach to construct actionable cognitive twins for capturing specific knowledge related to demand forecasting and production planning in a manufacturing plant.

Decision Making

News Across Languages - Cross-Lingual Document Similarity and Event Tracking

no code implementations • 22 Dec 2015 • Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik

Within a recently developed system Event Registry we examine two aspects of this problem: how to compare articles in different languages and how to link collections of articles in different languages which refer to the same event.

Algorithms of the LDA model [REPORT]

no code implementations • 1 Jul 2013 • Jaka Špeh, Andrej Muhič, Jan Rupnik

We review three algorithms for Latent Dirichlet Allocation (LDA).

Bayesian Inference Variational Inference