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takuti / wims-2015

User Modeling in Folksonomies: Relational Clustering and Tag Weighting
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Possibility of applying this to Boorus #7

Closed DonaldTsang closed 3 years ago

DonaldTsang commented 3 years ago

Context: Boorus are used to allow people to collectively tag images. However user tag approval is anonymized to only show the accuracy. Is it possible for this system to create a Folksonomy if there is an alias/implication (hypernym/synonym) tree? https://derpibooru.org

takuti commented 3 years ago

@DonaldTsang Sorry for the late reply. Yes - It is certainly possible to apply the proposed technique to an image-tag dataset. Simply replace "web page" with "image". Actual implementation depends on how your data is represented though.

BradKML commented 3 years ago

@takuti regarding the documentation, the data is presented as an image with a list of tags in an unordered fashion (so CBOW and Skip-Gram will not necessarily work). Also, there will be a separate table for explicit hypernym and synonym two-column table, the former being a tree-like or hierarchical structure, the latter being more one-to-many.