LemmyNet/lemmy
2
0
Fork 0
mirror of https://github.com/LemmyNet/lemmy.git synced 2024-12-23 03:11:32 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions

Merge pull request #1285 from Whayme/patch-1

Browse source 
Short intro explanation, reformatted as a table
This commit is contained in:
Dessalines 2020-11-28 16:16:43 -05:00 committed by GitHub
commit 7d7fe5962a
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
1 changed files with 8 additions and 7 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

15
docs/src/about_ranking.md
View file

@ -1,16 +1,17 @@
# Trending / Hot / Best Sorting algorithm
## Goals
An expected feature in link aggregators is a kind of "Trending" sort which shows users a mixture of new posts / comments and popular ones, making for a display order which highlights the most currently active parts of the site / thread. This keeps the experience fresh and makes sure the site stays moving. Various flaws can be found in the ways that popular link aggregators like Reddit have implemented "Hot" or "Trending" sorts, so Lemmy has its own algorithm.
## Goals and Considerations
- During the day, new posts and comments should be near the top, so they can be voted on.
- After a day or so, the time factor should go away.
- Use a log scale, since votes tend to snowball, and so the first 10 votes are just as important as the next hundred.
## Reddit Sorting
[Reddit's comment sorting algorithm](https://medium.com/hacking-and-gonzo/how-reddit-ranking-algorithms-work-ef111e33d0d9), the wilson confidence sort, is inadequate, because it completely ignores time. What ends up happening, especially in smaller subreddits, is that the early comments end up getting upvoted, and newer comments stay at the bottom, never to be seen. Research showed that nearly all top comments are just the [first ones posted.](https://minimaxir.com/2016/11/first-comment/)
| Reddit | Hacker News | Lemmy |
|-|-|-|
| Does not take the lifetime of the thread into account, [giving early comments an overwhelming advantage over later ones,](https://minimaxir.com/2016/11/first-comment/) with the effect being even worse in small communities. New comments pool at the bottom of the thread, effectively killing off discussion and making each thread a race to comment early. This lowers the quality of conversation and rewards comments that are repetitive and spammy. | While far superior to Reddit's implementation for its decay of scores over time, [Hacker News' ranking algorithm](https://medium.com/hacking-and-gonzo/how-hacker-news-ranking-algorithm-works-1d9b0cf2c08d) does not use a logarithmic scale for scores. | Counterbalances the snowballing effect of votes over time with a logarithmic scale. Negates the inherent advantage of early comments while still ensuring that votes still matter in the long-term, not nuking older popular comments. |
## Hacker News Sorting
The [Hacker New's ranking algorithm](https://medium.com/hacking-and-gonzo/how-hacker-news-ranking-algorithm-works-1d9b0cf2c08d) is great, but it doesn't use a log scale for the scores.
## My Algorithm
## Additional Details
```
Rank = ScaleFactor * log(Max(1, 3 + Score)) / (Time + 2)^Gravity