Abstract: Apparatuses, methods, and storage media for providing recommendations for an advertisement campaign are described. In one instance, an apparatus for providing recommendations for an advertisement campaign may include a campaign outcome index provision engine communicatively coupled to one or more processors, to generate a campaign outcome index (COI) associated with the advertisement campaign, based at least in part on a ratio between an actual outcome key performance indicator (KPI) associated with the advertisement campaign; and a baseline outcome KPI that reflects an expected average performance of the advertisement campaign; and a recommendation engine, communicatively coupled to the one or more processors, to provide recommendations to adjust a use of advertisements in the advertisement campaign, during the advertisement campaign, based at least in part on the generated COI. Other embodiments may be described and claimed.

Abstract: Disclosed are platforms, systems, media, and methods for implementing a methodological framework for automatically categorizing and summarizing emotions expressed in social chatter by using a “knowledge base” of emotional words/phrases as an input to define a distance metric between conversations and conducting hierarchical clustering based on the distance metric.

Abstract: Systems and methods for providing parental controls in a cloud-based media guidance application may provide users with compiled listings of the user's content and parental controls for accessing that and other content based on the user equipment devices from which the content access request is received. A user may identify remote storage providers at which user content is stored, and may provide criteria for limiting or preauthorizing access to selected content by one or more user equipment devices. In response to receiving a user request, a listing of content stored with the remote storage providers may be compiled and presented in a media guidance application. A selection of any one of the user's content, as well as a selection of any other content listed in the media guidance application, may be subject to access control criteria applicable to the user equipment device from which the selection was received.