get data using link (URL varriable) then save to database

I want to click on a link '1' for 'LIKE开发者_StackOverflow中文版' and same way '0' for 'DISLIKE' will be save to db without refresh page

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You'll need to research AJAX.

JQuery has a number of plugins to AJAX-ify forms, or you can use the raw JQuery ajax() call to send data back to a PHP script.

Here's a tutorial, and here's another.

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You can try with ajax function

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look into AJAX, you could use jQuery's post function also.