Enhanced Service Mapping Based On Natural Language Processing

A computing system includes persistent storage configured to store representations of software applications that include textual data respectively indicative of attributes of the software applications, and a mapping application configured to perform operations. The operations include retrieving a representation corresponding to a software application and, based thereon, identifying character strings present within textual data associated therewith. The operations also include generating, for each character string, a corresponding weight based on a frequency of the character string within the particular textual data and a frequency of the character string within textual data associated with at least a subset of the software applications. The operations additionally include selecting, from the character strings and based on the corresponding weights, candidate tags for the particular software application. The operations further include generating a mapping between the software application and a computing resource based on the candidate tags, and storing a representation of the mapping.