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Commit 314cdc3b authored by Terézia Slanináková's avatar Terézia Slanináková
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Merge branch 'patch-2' into 'master'

Update README.md with alg description

See merge request !15
parents 588ca610 c07a1e15
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1 merge request!15Update README.md with alg description
......@@ -22,7 +22,13 @@ The dataset, found in the `data/` folder, is scraped from user pages of [nomadli
- Random (for reference and as a baseline)
- randomly sample `n` cities from `cities` dataset
- TripSimilarity using `trips` dataset
- TBD: Jirka
0. Groups cities based on user
1. Removes duplicities
2. Finds groups that satisfies user input (has same cities in group or biggest subsection if no group with full satisfaction)
3. From groups finds most cities with most occurrences (excluding user input)
4. Shuffle in groups positions (to avoid discrimination based on position)
5. Recommend first x (based on preferences)
- Minkowski distance on `cities` with imputed data, using SimilarityCoefficient on `trips` dataset
0. Impute the data - replace `-1` as missing values by most frequent value in that row
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