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authorKumar Damani <me@kumardamani.net>2024-08-14 19:52:52 +0000
committerKumar Damani <me@kumardamani.net>2024-08-14 19:52:52 +0000
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-<!DOCTYPE html>
-<html lang="en">
-<head>
- <meta charset="UTF-8">
- <meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Name my Dragon - About</title>
- <link rel="stylesheet" href="style.css">
-</head>
-<body>
- <center>
- <h1>How it works</h1>
- <div class="container">
- <img class="flex" src="images/pixel-lasso.jpeg" max-width="50%" alt="Pixel art of a cowboy lassoing a dragon.">
- <div class="flex flex2" style="max-width: 500px; color: unset;">
- <p>
- This site uses word similarity to score all dragon names from George R.R. Martin's
- <a href="https://en.wikipedia.org/wiki/Game_of_Thrones" target="_blank">A Song of Ice and Fire</a>
- universe in terms of their "closeness" to the given name.
- The dragon name that is the "closest" is the one selected as the user's dragon.
- </p>
- <p>
- It uses three popular techniques in
- <a href="https://en.wikipedia.org/wiki/Natural_language_processing" target="_blank">NLP</a>
- to calculate similarity scores - these are the
- <a href="https://en.wikipedia.org/wiki/Levenshtein_distance" target="_blank">Levenshtein Distance</a>,
- <a href="https://en.wikipedia.org/wiki/Cosine_similarity" target="_blank">Cosine Similarity</a>,
- and <a href="https://en.wikipedia.org/wiki/Jaccard_index" target="_blank">Jaccard Similarity</a>.
- </p>
- <p>
- The final result shown to the user uses cosine similarity only,
- but top ranking dragons from each of the other two techniques are
- also shown as alternatives.
- </p>
- </div>
- </div>
- <footer>
- <a href="index.html">Home</a><br>
- <a href="https://kumardamani.net" target="_blank">Author</a>
- </footer>
- </center>
-</body>
-</html>