20 citations · 158 across the 42 of their papers we have counts for
6 papers · 1 filter
FCA2VEC: Embedding Techniques for Formal Concept Analysis
Dominik Dürrschnabel, Tom Hanika, Maximilian Stubbemann
Embedding large and high dimensional data into low dimensional vector spaces is a necessary task to computationally cope with contemporary data sets. Superseding latent semantic an…
Orometric Methods in Bounded Metric Data
Maximilian Stubbemann, Tom Hanika, Gerd Stumme
A large amount of data accommodated in knowledge graphs (KG) is actually metric. For example, the Wikidata KG contains a plenitude of metric facts about geographic entities like ci…
Drawing Order Diagrams Through Two-Dimension Extension
Dominik Dürrschnabel, Tom Hanika, Gerd Stumme
Order diagrams are an important tool to visualize the complex structure of ordered sets. Favorable drawings of order diagrams, i.e., easily readable for humans, are hard to come by…
Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields
Tom Hanika, Marek Herde, Jochen Kuhn +8
The field of collaborative interactive learning (CIL) aims at developing and investigating the technological foundations for a new generation of smart systems that support humans i…
DimDraw -- A novel tool for drawing concept lattices
Dominik Dürrschnabel, Tom Hanika, Gerd Stumme
Concept lattice drawings are an important tool to visualize complex relations in data in a simple manner to human readers. Many attempts were made to transfer classical graph drawi…
Discovering Implicational Knowledge in Wikidata
Tom Hanika, Maximilian Marx, Gerd Stumme
Knowledge graphs have recently become the state-of-the-art tool for representing the diverse and complex knowledge of the world. Examples include the proprietary knowledge graphs o…