Vulcan/lib/scoring.js
2013-11-12 19:05:59 +09:00

43 lines
2 KiB
JavaScript

updateScore = function (collection, item, forceUpdate) {
var forceUpdate = typeof forceUpdate !== 'undefined' ? forceUpdate : false;
// For performance reasons, the database is only updated if the difference between the old score and the new score
// is meaningful enough. To find out, we calculate the "power" of a single vote after n days.
// We assume that after n days, a single vote will not be powerful enough to affect posts' ranking order.
// Note: sites whose posts regularly get a lot of votes can afford to use a lower n.
// n = number of days after which a single vote will not have a big enough effect to trigger a score update
// and posts can become inactive
var n = 30;
// x = score increase amount of a single vote after n days (for n=100, x=0.000040295)
var x = 1/Math.pow(n*24+2,1.3);
// time decay factor
var f = 1.3;
// use submitted timestamp if available, else (for pending posts) calculate score using createdAt
var age = item.submitted || item.createdAt;
// use baseScore if defined, if not just use the number of votes
// note: for transition period, also use votes if there are more votes than baseScore
// var baseScore = Math.max(item.votes || 0, item.baseScore || 0);
var baseScore = item.baseScore;
// now multiply by 'age' exponentiated
// FIXME: timezones <-- set by server or is getTime() ok?
var ageInHours = (new Date().getTime() - age) / (60 * 60 * 1000);
// HN algorithm
var newScore = baseScore / Math.pow(ageInHours + 2, f);
// Note: before the first time updateScore runs on a new item, its score will be at 0
var scoreDiff = Math.abs(item.score - newScore);
// only update database if difference is larger than x to avoid unnecessary updates
if (forceUpdate || scoreDiff > x){
collection.update(item._id, {$set: {score: newScore, inactive: false}});
return 1;
}else if(ageInHours > n*24){
// only set a post as inactive if it's older than n days
collection.update(item._id, {$set: {inactive: true}});
}
return 0;
};