
Detecting scraper bots through scroll behaviour
Some research I did for my thesis that I thought this community would find interesting ^ ^

Some research I did for my thesis that I thought this community would find interesting ^ ^
Hello Reddit! The screenshots above are taken in the vanilla client, they're of an iron factory, the shafts rotate & everything.
I recently had the idea for a Minecraft server that I would love to play, a factory tycoon with a player driven economy. The basic idea is something like DemocracyCraft, but focused entirely on businesses, manufacturing, and industrial development. Players would start small, create their own company, build a factory, manufacture products, trade with other players, and gradually expand into larger industrial operations throughout the map.
The factory side would have a custom, Create-inspired feature set, with physical machines, production lines, logistics, transportation, and automation. The goal is for the factory itself to be an important part of the gameplay rather than just clicking menus to produce items.
I am searching for people that are interested in the idea, either to play it if it launches or to help make the server. I am a software engineer so I will take care of the programming (i've done some servers before), but would need some more people to help with everything else^ ^
I made a Discord server for anyone who is interested or curious: https://discord.gg/E7MxTkZ6Zp
Hello! I have been messing with this video for hours but cannot find anything of use.
https://www.youtube.com/watch?v=u7r9m8aKu78
>!I have tried analyzing the spectogram and the cuts, and even relating the cuts to the audio, nothing seems to be any sort of pattern that could lead to a clue.!<
>!Video cuts timestamps: ['00:00:00.000', '00:00:01.333', '00:00:02.667', '00:00:04.000', '00:00:05.333', '00:00:06.667', '00:00:08.000', '00:00:09.333', '00:00:10.667', '00:00:12.000', '00:00:13.333', '00:00:14.667', '00:00:16.000', '00:00:17.333', '00:00:18.667', '00:00:20.000', '00:00:21.333', '00:00:22.667', '00:00:24.000', '00:00:25.333', '00:00:26.667', '00:00:28.000', '00:00:29.333', '00:00:30.667', '00:00:31.967', '00:00:33.567', '00:00:35.733', '00:00:50.467']!<
>!Video cuts frames: [0, 40, 80, 120, 160, 200, 240, 280, 320, 360, 400, 440, 480, 520, 560, 600, 640, 680, 720, 760, 800, 840, 880, 920, 959, 1007, 1072, 1514]!<
>!Timestamps of screams in the audio:!<
>!Scenes (between cuts) that contain screams:!<
>!00 NO!<
>!01 NO!<
>!02 NO!<
>!04 NO!<
>!05 YES!<
>!08 YES!<
>!09 NO!<
>!----!<
>!10.6 YES!<
>!12 YES?!<
>!13.3 YES?!<
>!14.6 NO!<
>!16 NO!<
>!17.3 NO!<
>!18.6 NO!<
>!20 YES!<
>!----!<
>!21 YES!<
>!22 NO!<
>!24 NO!<
>!25 YES!<
>!26 NO!<
>!28 YES!<
>!29 NO!<
>!30 NO!<
>!31 YES!<