“…These techniques are employed not only to determine students' knowledge; but also to determine the relations that students establish between concepts, students' cognitive structures, whether they manage to accomplish meaningful learning by linking existing knowledge with new information, the extents to which they make sense of the operation of events in the natural life by associating them with their conceptual knowledge, and alternative conceptions they develop. In this respect, in order to determine the cognitive structures and alternative conceptions related to the concept of computer; two-step multiple-choice tests (Odom and Barrow, 1995, Tekkaya, 2003), drawings (Ainsworth et al, 2011Cinici, 2013;Nyachwayaa et al, 2011;Patrick and Tunnicliffe, 2010;Yayla and Eyceyurt, 2011), interviews (Kose, 2008), free word association test (Dove et al, 1999;Ercan et al, 2010;Koseoglu and Bayir, 2011;Kurt, 2013), concept maps (Novak and Gowin, 1993), prediction-observation-explanation (POE) (Liew and Treagust, 1998), along with structured grid, diagnostic tree,…”