module.exports = recommend; function recommend(repoName, repoMap, userMap) { var followers = repoMap.get(repoName); var result = []; var related = getRepositoriesStarredByFollowers(followers); related.forEach(computeSimilarity); return result.sort(bySimilarity); function computeSimilarity(otherRepo) { var otherFollowers = repoMap.get(otherRepo); var total = followers.size + otherFollowers.size; var shared = 0; var a = followers.size < otherFollowers.size ? followers : otherFollowers; var b = followers.size < otherFollowers.size ? otherFollowers : followers; for (var i of a) { if (b.has(i)) shared += 1; } result.push({ n: otherRepo, // regular jaccard similarity: r: shared / (total - shared) }); } function getRepositoriesStarredByFollowers(followers) { var repositories = new Set(); followers.forEach(getStarredRepositories); return repositories; function getStarredRepositories(user) { userMap.get(user).forEach(function(otherRepo) { repositories.add(otherRepo); }); } } function bySimilarity(x, y) { return y.r - x.r; } }