Abstract: Methods and apparatus for determining a unique audience exposed to media while reducing memory resources of a computing device are disclosed herein. An example method includes receiving impression requests at a server from a plurality of client devices via a network; based on the impression requests, logging, with the server, a plurality of impressions corresponding to the media accessed at the client devices; obtaining a number of demographic impressions logged by a database proprietor; obtaining a number of registered users of the database proprietor exposed to the media; multiplying, by executing an instruction with a processor, a number of the plurality of impressions by a square of the number of the registered users to generate a product; dividing, by executing an instruction with the processor, the product by a number of the demographic impressions to generate a quotient; and determining, by executing an instruction with the processor, the unique audience based on a square root of the quotient.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to identify co-relationships between media using social media. An example method includes obtaining media-exposure social media messages based on keywords and posting timestamps, and identifying a media-pairing including first media and second media. The example method also includes estimating a first audience of the first media based on a first set of media-exposure social media messages referencing the first media, and estimating a second audience of the second media based on a second set of media-exposure social media messages referencing the second media.

Abstract: In some embodiments, a method determines characteristics of a user that is viewing a video and analyzes presentation data describing products within a presentation. A product opportunity is selected based on the characteristics of the user and the presentation data for a product. The method selects first metadata for the presentation data and second metadata for the product associated with the presentation data. Then, the method dynamically inserts the first metadata for the presentation data and second metadata for the product into a portion of the video and sends the portion of the video to the user. The product is displayed in the video using the presentation data at the product opportunity.

Abstract: Viewers of presentations of entertainment, news, education and other the like, often observe unadvertised products of interest therein. However, in order to avoid degrading the artistic or objective integrity, producers and distributors of such presentations, do not provide sufficient product description information to permit the viewer to identify and/or purchase the product. The present invention describes methods and systems for permitting such users to research and/or purchase products observed to be involved in presentations by accessing presentation appearance data, product description data, and issuance data prepared, stored and associated in a non-transitory computer-readable database.

Abstract: Methods and apparatus for over the top (OTT) media measurement are disclosed herein. Example methods include comparing, with an on-site meter in communication with an OTT service provider server, household data maintained by the OTT service provider server with anonymized panelist data provided by an audience measurement entity to identify a first person predicted to be included in a first household according to the anonymized panelist data but not included in the first household according to the household data, accessing media impressions collected by the OTT service provider server and corresponding to media accessed with a first OTT device associated with the first household, and crediting, with the on-site meter, usage of the first OTT device associated with access of the media to the first person based on the media impressions and demographic data obtained from the anonymized panelist data and attributed to the first person.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to identify co-relationships between media using social media. An example method includes obtaining media-exposure social media messages based on keywords and posting timestamps, and identifying a media-pairing including first media and second media. The example method also includes estimating a first audience of the first media based on a first set of media-exposure social media messages referencing the first media, and estimating a second audience of the second media based on a second set of media-exposure social media messages referencing the second media.

Abstract: Methods and apparatus for over the top (OTT) media measurement are disclosed herein. Example methods include comparing, with an on-site meter in communication with an OTT service provider server, household data maintained by the OTT service provider server with anonymized panelist data provided by an audience measurement entity to identify a first person predicted to be included in a first household according to the anonymized panelist data but not included in the first household according to the household data, accessing media impressions collected by the OTT service provider server and corresponding to media accessed with a first OTT device associated with the first household, and crediting, with the on-site meter, usage of the first OTT device associated with access of the media to the first person based on the media impressions and demographic data obtained from the anonymized panelist data and attributed to the first person.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to estimate an unknown audience size from recorded impressions for an online media. The estimate of the unknown audience size for the online media is based on a total number of initial impressions and a frequency distribution of recorded demographic impressions across a partial audience size for the online media. The estimate of the unknown audience size is determined by modeling the probability of obtaining the frequency distribution of the recorded demographic impressions across the partial audience for different possible unknown audience sizes in a range of unknown audience sizes and determining an estimate for the unknown audience size by evaluating the models for the different possible unknown audience sizes.

Abstract: Methods and apparatus to correct for deterioration of a demographic model to associate demographic information with media impression information are disclosed. An example method includes estimating first and second ages of audience members based on demographic information; estimating a third age of an audience member who is not included in the audience members; applying a window function to the second ages to determine a distribution of ages based on the third age; multiplying window values by the first ages to determine corrected first age components; dividing a total of the corrected first age components by a sum of the window values to determine an estimated age of the audience member at a first time; and determining the corrected age of the audience member at a second time based on the estimated age of the audience member at the first time and a time difference between the first and second times.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to estimate demographics of users employing social media. An example method disclosed herein includes (1) identifying a social media message regarding an asset, the social media message associated with a user identifier associated with the user, (2) determining demographics associated with a group of people exposed to the asset, (3) associating the user identifier with the asset, and (4) repeating (1) to (3). The example method also includes (5) combining demographics associated with two or more different groups of people with which the user identifier is associated to estimate a demographic profile for the user.

Abstract: Methods, systems, and computer program products are provided for determining and implementing business changes. In one embodiment, a set of stages in a business change process are defined. A set of deliverables are also defined corresponding to each stage. A set of components are defined corresponding to each deliverable. And, a set of supporting assets are defined corresponding to each component. The various items may be view via a graphical user interface and may be selected to provide a customized plan for providing the deliverables to implement the business change.

Abstract: A process management system (10) for operating on a computer (102, 104, 106) includes a graphical user interface (14) for graphically presenting a process or a portion thereof to a user, a work element for graphically representing a task to be performed in the process, a work product for graphically representing a resultant product of performing a task, an agent for graphically representing an actor responsible for performing a task, and a link for graphically connecting the work element, work product, and agent indicative of inter-relationships therebetween. A knowledge repository (16) is further coupled to the computer for storing valuable information regarding the process.