Identifying unique computer software in unstructured text

There is provided a computing device for identifying unique software installed on network connected devices, comprising: a processor executing a code for: for each unstructured text for the network connected devices, wherein the unstructured texts are extracted by different code sensors from different applications, wherein each unstructured text indicates an identity of software installed on device(s): dividing the unstructured text into token(s), classifying tokens to software parameter(s) using classification dataset(s), matching subsets of permutations of the software parameters and corresponding tokens to unique software identifiers defined by a common structured format, selecting one unique software identifier according to a set of rules, and generating a text satisfying the common structured format, the text indicating unique software installed on each device.