Abstract: This disclosure relates to systems and methods for generating test cases. In one embodiment, a method is provided that may include identifying, by a computer including one or more processors, a first test event associated with a first user interaction with a first test device. The first user interaction may include interaction with a first display displaying a plurality of applications on the first test device. The method may also include determining, by the computer, at least one first view in which the first test event occurs. Furthermore, the method may include determining, based at least in part on the first test event, a first state of the first test device. Additionally, the method may include storing information about the first test event, the at least one first view, and the first state of the first test device in a first test case.

Abstract: A method and system for eliminating global and local noise in periodical items is described. An exemplary method may include preprocessing each item in a set of items using one or more rules, removing global noise from the set of items using semantic similarities across items in the set of items, and removing local noise in each item in the set of items based on text content in each item.