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Add automatic file tag suggestions by file content using Machine Learning
When a new file is added, automatically infer tags from semantically similar existing files tags.
Depends on #24
This feature is non trivial and hard to get right. False positives (wrongly added tags) will be really annoying.
Some possible mitigation's:
- be really conservative, e.g. only suggest few top matches (with high confidence)
- Analyze cluster variance for each tag and prefer low variance (high density / coherence)
- This will prevent generic tags like eBooks being suggested for e.g. a scientific paper. Instead specific tags will be preferred, increasing signal.