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InsightDemo
- 1. Van Go Your personal art curator Zuzanna Klyszejko
- 2. Problem When you’re visiting a new place your time is limited
- 3. Problem When you’re visiting a new place your time is limited There is too much to see
- 4. Problem When you’re visiting a new place your time is limited There is too much to see You need to make a choice
- 5. If a visitor wants to see only landscapes and plants, there should be a way to choose a subset of museum objects that makes the most of their time
- 6. ”This painting was said by him to have been inspired by the work of Li Cheng, a tenth-century landscape artist. Its spare, rather dry brushwork again repeats the deliberately simple, austere quality that is the feature of many so-called literati paintings. Hanging scroll. Landscape. Bare trees in winter, with reference to Li Cheng (919-67) and a river. Painted in a very dry style. Inscriptions and seals. Ink on paper.” 100 000 curatorial descriptions of paintings and drawings from British Museum’s database
- 7. ”this painting be say by him to have be inspire by the work of li cheng , a tenth - century landscape artist . its spare , rather dry brushwork again repeat the deliberately simple , austere quality that be the feature of many so - call literati painting . hang scroll . landscape . bare tree in winter , with reference to li cheng ( 919 - 67 ) and a river . paint in a very dry style . inscription and seal . ink on paper.” tokenizing and lemmatizing 100 000 curatorial descriptions of paintings and drawings from British Museum’s database
- 8. tokenizing and lemmatizing Count Vectorizer + TFIDF 100 000 curatorial descriptions of paintings and drawings from British Museum’s database
- 9. tokenizing and lemmatizing Count Vectorizer + TFIDF Latent Semantic Analysis (PCA) 100 000 curatorial descriptions of paintings and drawings from British Museum’s database
- 10. tokenizing and lemmatizing Count Vectorizer + TFIDF Latent Semantic Analysis (PCA) Cosine similarity 100 000 curatorial descriptions of paintings and drawings from British Museum’s database
- 11. How does it work in practice? Demo
- 19. “landscape” K-fold cross validation to verify the model using Jaccard index
- 20. Dataset 1 Train a model Dataset 2 Train a model Dataset 3 Train a model K-fold cross validation to verify the model using Jaccard index “landscape”
- 21. About me Undergraduate and Master’s in Cognitive Neuroscience in Poland Phd in Cognitive Neuroscience (NYU) Hiker & art lover