Linking ImageNet WordNet Synsets with Wikidata |
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| Abstract | The linkage of ImageNet WordNet synsets to Wikidata items will leverage deep learning algorithm with access to a rich multilingual knowledge graph. Here I will describe our on-going efforts in linking the two resources and issues faced in matching the Wikidata and WordNet knowledge graphs. I show an example on how the linkage can be used in a deep learning setting with real-time image classification and labeling in a non-English language and discuss what opportunities lies ahead. |
| Keywords | Wikidata; ImageNet; WordNet; ontology alignment; machine learning |
| Type | Conference paper [With referee] |
| Conference | Wiki Workshop 2018 |
| Year | 2018 Month April |
| Publisher | Department of Applied Mathmatics and Computer Science, Technical University of Denmark |
| Address | Building 321, DK-2800 Kgs. Lyngby |
| Electronic version(s) | [pdf] |
| BibTeX data | [bibtex] |
| IMM Group(s) | Intelligent Signal Processing |