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This paper contains extensions to words on countable scattered linear orderings of two well-known results of characterization of languages of finite words. We first extend a theorem of Schutzenberger establishing that the star-free sets of finite words are exactly the languages recognized by finite aperiodic semigroups. This gives an algebraic characterization of star-free sets of words over countable scattered linear orderings. Contrarily to the case of finite words, first-order definable languages are strictly included into the star-free languages when countable scattered linear orderings are considered. Second, we extend the variety theorem of Eilenberg for finite words: there is a one-to-one correspondence between varieties of languages of words on countable scattered linear orderings and pseudo-varieties of algebras. The star-free sets are an example of such a variety of languages.