You can just extract the file by using unzip in the command line, or you can use your favorite graphical extractor, I would recommend using Ark.
After that you just need to double click the Karlson_linux.x86_64 file.
NOTE: this is a build for Linux x64, so if you are still for some reason running a 32 bit version of Linux, it will probably not work.