Application recommendations based on application and lifestyle fingerprinting

摘要

Disclosed are various embodiments that employ application fingerprinting and lifestyle fingerprinting. Application fingerprints are received, where each application fingerprints is associated with a corresponding application and is generated based at least in part on a static analysis, a dynamic analysis, and a behavioral analysis of the corresponding application. A selection of an application is received. Applications that are similar to the selected application are determined by comparing a particular application fingerprint that is associated with the selected application with other application fingerprints. Users are determined based at least in part on lifestyle fingerprints. In one embodiment, such users may be invited to test the selected application.

主权项

1. A method comprising:
receiving, via at least one computing device, a plurality of application fingerprints, individual ones of the plurality of application fingerprints being associated with a corresponding one of a plurality of applications, the individual ones of the plurality of application fingerprints being generated based at least in part on a static analysis, a dynamic analysis, and a behavioral analysis of the corresponding one of the applications; receiving, via the at least one computing device, a selection of a particular one of the plurality of applications; identifying, via the at least one computing device, a subset of the plurality of applications that are similar to the particular one of the plurality of applications based at least in part on the plurality of application fingerprints; receiving, via the at least one computing device, an identification of a particular user; determining, via the at least one computing device, a plurality of users who are similar to the particular user based at least in part on lifestyle fingerprint data for the plurality of users and the particular user; and generating, via the at least one computing device, a recommendation of the particular one of the plurality of applications for the particular user based at least in part on usage data associated with usage of the subset of the plurality of applications by the plurality of users.