This is basically a shell script based solution for a Unix or Windows with Cygwin system.
To fetch the page of interest,
wget -N <URI>
Do this once from the command line and get the file.
Open the file in some editor and check for your pattern of interest.
You can then use grep, sed, awk, or even perl to filter out things of interest.
You could then write this all into a shell script and either loop it with a sleep or plug it into a cron job.
You would basically need to learn some sed, awk, grep for this. But, that should be quick for the purpose at hand and what you learn would be usable in future for other such needs. You could also dive into perl or python -- but i will not suggest a start from scratch on that for what you need here.