Use the Taxonomy_Parameters in WordPress WP_Query like that:
$args = array(
'posts_per_page' => 6,
'post__not_in' => $do_not_duplicate,
'tax_query' => array(
'relation' => 'AND',
array(
'taxonomy' => 'category',
'field' => 'slug',
'terms' => 'art',
),
array(
'taxonomy' => 'country',
'field' => 'slug',
'terms' => 'france',
),
),
);
$myposts = get_posts($args);
you can add the “country” taxonomy to links as url parameters and get it when click the the like.