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This article proposes combining the concept of scales with trails -lightweight, scale-specialized semantic annotations to enable progressive integration towards a semantic representation. ... The integration of data elements scattered along different resources, with heterogeneous formats, can take advantage of an approach with progressive and lightweight steps, instead of pursuing costly upfront ... In this article, we presented how our LinkedScales framework, based on the multiscale integration approach, can work aligned with trails as operational semantic annotations. ...dblp:conf/swat4ls/MotaPRS16 fatcat:zmeb5wlkqfgojej76zgpjeypsm