Abstract: Systems and methods are described that select advertisements for placement on a series of consecutively-accessed web pages, such as consecutively-accessed web search results pages generated in response to a particular search. The systems and methods perform a separate advertisement ranking process to select advertisements for placement on each web page in the series of consecutively-accessed web pages at the time the web page is accessed. For web pages that follow the first web page in the series, the systems and methods utilize an advertisement ranking technique that calculates a probability that a user will select an advertisement based on certain user selection feedback features. The user selection feedback features for an advertisement are determined by comparing attributes of the advertisement to attributes of user-selectable items that were presented on one or more of the previously-accessed web pages in the series that are known to have been selected or not selected by the user.

Abstract: A method of delivering targeted on-line advertising to an end user of a computer network system comprises creating an advertisement campaign having a plurality of dimensions associated therewith, obtaining end user data based upon engagement of the end user with the network system, profiling advertisement content available on the network system to identify specific items of advertisement content that are compatible with the advertising campaign, for each item of compatible advertisement content, utilizing the end user data and metrics associated with the plurality of dimensions associated with the advertisement campaign to develop an effectiveness measurement, and utilizing the effectiveness measurements to select at least one item of compatible advertisement content for display to the end user.

Abstract: A computer implemented method for producing a contact history for a marketing campaign is described. The method includes producing a promotion version history table for the marketing campaign, with the promotion version history table recording promotion attribute values for each promotion version at runtime, producing a treatment history table for the marketing campaign, with the treatment history table representing promotion instances given to a group, producing a contact history table for the marketing campaign, the contact history table recording which contact entities were in which groups at runtime, linking the promotion version history table, the treatment history table, and the contact history table, wherein the linking preserves referential integrity between the promotion version history table, the treatment history table, and the contact history table, and producing the contact history from the promotion version history table, the treatment history table, and the contact history table.

Abstract: Multimedia features extracted from display advertisements may be integrated into a click prediction model for improving click prediction accuracy. Multimedia features may help capture the attractiveness of ads with similar contents or aesthetics. Numerous multimedia features (in addition to user, advertiser and publisher features) may be utilized for the purposes of improving click prediction in ads with limited or no history.

Abstract: A computer implemented method for response tracking is described. The method includes obtaining one or more responses to one or more promotions, attributing the one or more responses to one or more treatment instances, with the one or more treatment instances correspond to a promotion version assigned to a group of contact entities at an execution of a computer implemented marketing campaign, and generating a response table, the response table including one or more entries, the entries in the response table being in accordance with attribution of the one or more responses to one or more treatment instances.

Abstract: Systems, methods, and computer-readable storage media for performing entity-based aggregation of endorsement data are provided. Entity-endorsement data is received from a plurality of different sources, e.g., websites, web pages, database records, files, data feeds, or networks. Entity resolution is then performed to identify like entities. Once the entities are resolved, the relevant endorsement data from each appropriate source is aggregated. The aggregated endorsement data may then be presented with or without an identification of the sources from which the data was aggregated. In this way, sparseness and fragmentation of endorsement data are mitigated and a more complete picture of an entity's endorsement status may be seen.

Abstract: A recurring revenue benchmarking system and method are disclosed. A repository storing aggregate information regarding service revenue renewals is accessed. The aggregate information includes historical data generated by one or more commercial entities, and is defined according to one or more metrics related to renewal of one or more service assets by the one or more commercial entities. A predictive model is generated based on the aggregate information accessed from the repository. A set of parameters representative of at least one offer for renewal of a service asset within a sales period is defined. The offer relates to at least one recurring revenue asset managed by a first commercial entity using a recurring revenue management system.

Abstract: A system for selectively communicating promotional information to a person, includes a sensing system, a storage device, a controller, and a projection device. The sensing system measures a detectable feature associated with the person sensed by the sensing system and the storage device stores a plurality of promotional segments. The controller uses the measured detectable feature associated with the person for selecting one of the stored promotional segments and causing the projection device to project to the person at the predetermined location the selected promotional segment.

Abstract: Advertisement (“ad”) campaign forecasting may predict results for the campaign and the ads included in the campaign. The results may include a forecast for impressions, clicks, conversions, and/or interactions with the ads. The forecasting may be utilized for display advertising with non-guaranteed delivery (“NGD”) systems in which a bidding platform allows advertisers to bid for ad impressions, clicks, and/or conversions. Forecasting results may be used by advertisers to manage and optimize campaigns.

Abstract: Embodiments are directed towards dynamically managing contextual recommendations that can be employed with content when provided to a channel. A test for a variable having at least two outcomes may be determined to be employed with selected content. Each outcome may correspond to a different contextual recommendation. An outcome to employ with the content may be randomly determined/selected such that each of the outcomes of the test is selected a substantially similar number of times. The content may be modified and/or provided to the channel based on contextual recommendations that correspond to the determined outcome. Actions associated with a plurality of content may be monitored and/or analyzed to determine metrics for each outcome of a test. A comparison of the metrics for each outcome may be utilized to determine a preferred outcome for the test.

Abstract: Example methods, systems, and machine readable media are disclosed herein for determining a subject resonance measurement. An example method includes accessing first neuro-response data obtained from a subject prior to exposure to an advertisement or entertainment and second neuro-response data obtained from the subject after exposure to the advertisement or the entertainment, respectively. The example method includes calculating, using a processor, a first event related potential measurement and a second event related potential measurement based on the first neuro-response data and the second neuro-response data. The example method includes calculating, using the processor, a differential event related potential measurement based on the first event related potential measurement and the second event related potential measurement.

Abstract: This specification relates to tracking phone calls related to online content items. In general, one aspect of the subject matter described in this specification can be embodied in methods that include the actions of determining a probability that a call to a phone number resulted from a first interaction of a set of interactions. In general, another aspect of the subject matter described in this specification can be embodied in methods that include the actions of determining a rank score for an online content item, including for each call of a plurality of phone calls to the phone number, attributing the call to an online content interaction of a set of online content interactions; determining, using the rank score, whether to provide the online content item to a client device; and providing the online content item to the client device upon determining to do so using the rank score.

Abstract: Technologies are described herein for providing advertising in a virtual world. An inventory list identifying a plurality of virtual objects is provided. A selection of one or more virtual objects from the inventory is received. An advertisement list identifying a plurality of advertisements is further provided. A selection of one or more advertisements from the advertisement list is further received. The selection of advertisements is placed on the selection of virtual objects in the virtual world.

Abstract: A process tracks user advertisement exposure. To enroll a user as a panelist, the process generates a panelist ID and sends it to the user's home router. The process receives a message from the router that includes the panelist ID and a cookie ID associated with a web application. The cookie ID identifies the application and a personal device. The process stores the correlation between the panelist ID and the cookie ID in a database. The process receives an advertisement request from the personal device that includes the cookie ID. The process selects an advertisement and sends it to the personal device. The process also stores information corresponding to the advertisement request in an advertisement log, including the cookie ID and an advertisement identifier. The programs correlate the advertisement request with the panelist ID using the cookie ID. The process generates a report of the user's online advertisement exposure.

Abstract: Methods and systems for attributing changes in an advertising metric of interest, such as revenue, to other advertising metrics, are provided. The methods and systems described herein are particularly applicable to advertising provided in online web sites, such as online internet search provider sites. The changes in one or more subordinate online advertising metrics, such as the number of clicks on a particular advertising link, and the cost-per-click to the advertiser, are measured over a predefined period of time, as are the changes in the advertising metric of interest over the same predefined period of time. The respective impacts of the changes of the are determined through the use of sensitivity analysis.

Abstract: An advertising selection and placement system is provided for a social networking system. An advertising selection module identifies candidate advertisements for a user to view along with social networking content. The candidate advertisements can be placed in various slots on the user's display. The expected value of various arrangements of the candidate advertisements in the slots is determined, and advertisements may be selected and placed to optimize revenue to the system. Each advertisement is evaluated using a discount function that adjusts the price of the advertisement based on its placement.

Abstract: The present invention is an in-train information display apparatus that displays, to a passenger, advertisement content delivered from an advertisement-content delivering apparatus, and includes a display unit configured to display the advertisement content, a display monitoring unit configured to photograph a video screen displayed on the display unit, and a display-result determining unit configured to calculate color-related information, which is information concerning a color of the video screen, based on an image photographed by the display monitoring unit, determine, based on the calculated color-related information and reference information for display result determination, which is information concerning a color of the advertisement content normally displayed on the display unit, whether the display of the advertisement content is normally performed, and transmit, as information for display achievement calculation, a result of the determination to the advertisement-content delivering apparatus having

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for analyzing outcome estimation models. In one aspect, a method includes providing tracer data to a content performance estimation model. The tracer data specify feature values for a reference content item that is not distributed to users, and for which a reference performance measure is pre-defined. An estimated performance measure that was computed for the reference content item is received from the performance estimation model. An accuracy measure is computed for the content performance estimation model using the estimated performance measure and the reference performance measure. Data are provided that specify the accuracy measure for the content performance estimation model.

Abstract: A first message from a client device, received at a server, can include a request to provide at least one media item matching at least one audience parameter. In response to the first message, the server can access a database storing media item information associated with multiple media items to be retrieved using servers other than the server receiving the first message. The media item information can include, a media item identifier, a media item location identifier, and description information. Media items are selected based on a comparison of the audience parameter with the description information and the server sends a reply to the first message, including a list of media items and their location identifiers.

Abstract: A method of displaying the 3D image of a product using an electronic device capable of capturing and displaying images comprises a code capturing step, an image procuring step, and an image displaying step. During the code capturing step, an information code on a printed media carrying the information of a product is captured. During the image procuring step, the information code is decoded for the information of the product and a 3D image of the product is retrieved from a remote location via a data transmission network. During the image displaying step, the 3D image of the product is displayed against a background, the background being a live image captured in real time or a static image retrieved from a previously saved file.

Abstract: Computer implemented methods and systems for designing a true experiment, and optionally conducting the experiment and analyzing the experimental data are described. Information required to design the true experiment is identified. Questions are presented to a user eliciting responses that provide the required information. The required information is extracted from responses received from the user. The true experiment is designed based on the required information.

Abstract: Maximum offers in an online advertising space (and/or some enhanced ad rendering attribute) arbitration may be discounted such that there exists a dominant bidding strategy, whereby advertisers can choose optimal maximum offers without knowing anything about their competitors' behavior, and without knowing anything about the relative selection rates for different ad spot positions (or the relative values of different enhanced ad rendering attributes that advertisers may compete for). Arbitrations can be run combining offers for use in arbitrations with a first price discounting method, with offers for use in arbitrations with a second price discounting technique.

Abstract: Embodiments of the invention may include generating a plurality of video frames that are operable to represent a world space, wherein the world space includes an advertisement. In addition, a visibility characteristic of the advertisement in the plurality of video frames may be determined. Further, the visibility characteristic may be communicated to an advertisement engine.

Abstract: A computer-implemented method of reconciling media property invoice data for advertising services with advertising agency final buy data, the media property invoice data comprising a plurality of invoice items, each invoice item corresponding to an actual advertisement spot that was run by the media property, the final buy data comprising a plurality of final buy items, each final buy item corresponding to an advertisement spot request that was placed by the advertising agency with the media property, the method comprising: (a) comparing the invoice items with the final buy items; and (b) responsive to the comparing step, identifying the invoice items for which a payment to the media property is authorized. Based on this comparison, an electronic fund transfer of the appropriate amount of money can be made from a financial account to the media property.

Abstract: An advertising system comprising a mobile platform associated with an exhibitor and used to exhibit a selected ad of an advertiser and to obtain tracking data related to the selected ad, a server for processing the tracking data into desired metrics and for providing the desired metrics to the advertiser and/or the exhibitor, and an administrator for administering actions by the exhibitor and by the advertiser and for approving and paying the exhibitor. The mobile platform may be a car or a tablet computer. In a method of use, the administrator receives and approves a request from a person to be an exhibitor of a selected ad on a respective exhibitor mobile platform, provides the exhibitor with means to exhibit the selected ad and to provide real time tracking data related to the selected ad, and receives and optionally processes the tracking data into metrics data provided to the advertiser and optionally to the exhibitor.

Abstract: An apparatus and method provide advertising (Ad) ranking information. An Ad information collector collects Ad property information included in a plurality of advertisements. A feedback information collector collects feedback information that is determined as a function of Ad impressions. A table generator generates an Ad information collection table as a function of the Ad property information and the feedback information. A ranking calculator generates Ad ranking information for the plurality of advertisements using the generated Ad information collection table. Upon receiving an Ad request from an Ad exposure device, a processor requests the plurality of advertisements from a plurality of Ad networks, receives the requested plurality of advertisements from the plurality of Ad networks, receives the feedback information from the Ad exposure device, and transmits the generated Ad ranking information to the Ad exposure device along with the received plurality of advertisements.

Abstract: The subject matter of this specification can be embodied in, among other things, a method that receives at a server a first request to rebroadcast a first sponsored content item that was displayed on the social network to the first user to a second user. A second request to display at least one sponsored content item to the second user when the second user accesses an electronic document associated with the social network is received at the server. The first sponsored content item is retrieved for rebroadcast from one or more sponsored content items indicated for rebroadcast to the second user. The first sponsored content item is output to the second user of the social network in response to the second request to display and without requiring the second user to select the first sponsored content item for display.

Abstract: Program product, systems, and methods of providing to social network websites advertising and incentives from an electronic retailer, are provided. A system can include a social network website displaying social network content and also displaying a link that reroutes the consumer to an electronic retailer website when the consumer clicks on the link. The system can also include program product for tracking purchase and other information about the consumer by the electronic retailer, and generating a commission for the provider of the social network website based on the tracked information about the consumer. The link can be embedded within the social network content or the link can be part of an advertisement and displayed adjacent the social network content. Also, a product featured in the advertisement can be affiliated with one main subject of the social network content.

Abstract: Performing A/B testing of content of a webpage includes selecting one of at least two different versions of the webpage to be displayed to a user through an interactive user interface (e.g., a web browser) based on an identification code, such as an Internet Protocol address or tracker identifier supplied by a cookie, associated with the user.

Abstract: Embodiments discussed herein relate to creating and managing competitive campaigns for advertisement spaces on a web page. Competitive campaigns may take several forms, including boosting bids for advertisements to try an match the competitor's advertisement bids in an online auction, dynamically replacing the entity's advertisement being shown, or out-and-out refusing to show an advertisement whenever the competitor's advertisement is also shown.

Abstract: This disclosure relates to systems for aggregating and communicating media data, which may include advertising-related data and web site data. In various embodiments, the system includes a display showing the respective bounce rates associated with web site traffic received from multiple different traffic sources. The system may also indicate how many users (for example, from one or more particular traffic sources) execute one or more desired actions during their visit to the web site. This may allow an advertiser to quickly assess the performance of each component of an advertising campaign, and to modify the campaign to increase its effectiveness and to reduce the overall cost of the advertising campaign by discontinuing or modifying ineffective components of the campaign.

Abstract: A system and method for scaling causal lift is disclosed. Randomized experimental study data and observational data related to an advertising campaign is obtained. Response lift data from the randomized experimental study data and response lift data from the observational data are determined using regression discontinuity analysis. A model which includes an estimated response rate that corresponds to the randomized experimental study is created from the observational data using regression discontinuity analysis.

Abstract: Systems and methods in accordance with embodiments of the invention target advertisements to groups with strong ties in a social network. In one embodiment of the invention, a method for targeting advertising campaigns includes obtaining a set of advertising content, where the advertising content includes advertising keywords and brand data, identifying one or more target members within a set of members associated with an online social network, where the target members are associated with messages on the online social network having target member keywords associated with the advertising keywords, determining a set of member groups within a set of members associated with an online social network, where a member group includes at least one target member and at least one non-target member that is related to at least one of the at least one target member, and targeting a portion of the advertising content to each of the member groups.

Abstract: Analytics describing video data published to one or more destination sites are calculated. Metrics describing performance of the video data, such as performance in different geographical areas, in different demographics and in different devices are calculated. An interface simplifies calculation of the video metrics to simplify analysis by allowing a user to identify different videos or sets of videos for analysis. Additionally, interaction with one or more web pages including the video data is also captured and combined with video data performance metrics. For example, the effect of video data on navigation between web pages within a website is described by one or more navigation paths accounting for interaction with video data.

Abstract: The present invention provides a method and system for determining insights for mid-campaign optimization of a marketing campaign and measuring true marketing effectiveness. The method and system includes receiving a plurality of advertising data from one or more advertising data collection sources and electronically processing the advertising data to extract advertising data points therefrom. The method and system include accessing a plurality of historical data points from a historical data point storage device and mapping a plurality of relationships between one or more of the advertising data points and/or the historical data points. Thereupon, the method and system provides for determining at least one advertising campaign modification instruction based on the mapped relationships.

Abstract: A system and method for evaluating the effectiveness of an email campaign is described. The system and method may include the receipt of campaign data, the combination of the campaign data, and the determination of a campaign score and ranking based on the combined data. The determination of the campaign score and ranking may incorporate the use of a statistical model for testing similarity. The system and method may provide an indication of email message recipients' level of engagement with a particular campaign, as well as an indication of the effectiveness of a particular campaign as compared to that of other campaigns.

Abstract: An information distribution device includes: a distribution information management table in which area information at the time of distribution indicating areas in which mobile terminals are located when advertising information is distributed from an information distributing part to the mobile terminals is recorded for each of the mobile terminals to which the advertising information is distributed from the information distribution part; a distribution area evaluation part that calculates, for each of a plurality of areas forming the distribution area and based on the area information at the time of distribution, an area visit probability indicating, of users of the mobile terminals who have been in any of the plurality of area forming the distribution area when the advertising information is distributed from the information distribution part, a percentage of those who have visited a location indicated by the advertising information; and a distribution area updating part that updates distribution area informat

Abstract: Systems, apparatuses, and methods are provided for determining a bid value for placing an advertisement onto advertising space available through an electronic marketplace. A method is used for calculating the option value of maintaining the advertisement in the advertising space during one or more periods of time. The option value may be based on expected profits and the estimated future value of maintaining the advertisement. The option value may then be used to calculate the bid price for placing the advertisement.

Abstract: A method to apply different treatments may include defining at least one treatment and selecting at least one channel. The method further may include applying the at least one treatment to the at least one selected channel.

Abstract: Techniques are provided for generating, by a coupon distributor, a score that represents a quality of a coupon campaign that a coupon provider offers to the coupon distributor. The score may be generated based on the brand of the product, the product category to which the product belongs, the coupon value, and the percentage discount reflected by the coupon. One or more of these factors may be based on historical data that indicates the success (or failure) of previous coupon campaigns (e.g., of the same product, brand, and/or product category, and/or similar coupon value). The coupon distributor uses the score to, e.g., determine whether to accept a proposed coupon campaign, project the number of prints/redemptions of the coupon campaign, determine how to present the coupon, determine an amount to charge for running the coupon campaign, and/or determine products or product categories of coupons to which the coupon distributor should seek.

Abstract: Computer-implemented systems and method are taught for scoring an internet ad and/or ranking a vendor based on a combination of quantitative and qualitative characteristics.

Abstract: A computer program product automates and optimizes placement of advertising message campaigns on available publisher inventory to maximize an objective function while respecting predetermined contract requirements and constraints.

Abstract: A real-time social media system brand management system that provides a balanced approach to listening, posting and reporting, using an agency model for creating one or more posts, tagging the posts, committing the posts, scheduling one or more timed to submit the posts to one or more social media services; analyzing all the posts submitted for effectiveness using metrics; establishing one or more publishing strategy guidelines using the analysis; and reviewing scheduled and historical posts to drive content creation using the one or more publishing strategy guidelines.

Abstract: Effective virtual reality environments including in-store virtual reality environments such as supermarket aisles, store shelves, cooler displays, etc. are generated using frameworks and customer layout information. Marketing materials are integrated with the virtual reality environment while introducing imperfections and/or other cues of realism to create a virtual reality environment representation. Imperfections may include misaligned marketing materials, product label blemishes, packages placed slightly askew, etc. Sensory experiences output to the user via the virtual reality environment representation elicit interactivity with a user and user movements, motions, and responses are used to evaluate the effectiveness of the marketing materials and/or the virtual reality environment representations.

Abstract: Systems and methods described herein relate to brand positioning and promotion impact evaluation for stationary sales brands. According to one embodiment of the present subject matter, an impact output indicative of the competitive brand positioning of each of a plurality of stationary sales brands is generated based on identification of a hidden co-integration relationship that may exist between pairs of brands from amongst the plurality of stationary sales brands. Further, according to another embodiment of the present subject matter, impact of promotional variables on sales of a stationary sales brand is evaluated based on identifying hidden co-integration relationship between the promotional variables and the sales of the stationary sales brand.

Abstract: A method includes identifying a media file for distribution and identifying a plurality of commercial messages as possible content that can be associated with the media file when it is distributed. Votes from a plurality of customers can be received, with each vote reflecting a customer's preference for at least one of the plurality of commercial messages. The votes can be calculated and at least one preferred commercial message can be designated based on the calculation. At least one preferred commercial message can be associated with the media file to create a combined media file and the combined media file can be distributed and/or made available for distribution.

Abstract: A publication evaluation subsystem generates publication scores for publications. Each publication score is indicative of an expected performance for content that is presented with the publication. The publication scores are generated relative to a baseline performance measure. The baseline performance measure has a value that is indicative of an expected performance of any selected content presented with any publication in the content network. More than one publication score can be generated for each publication, with each publication score being indicative of the performance of a sub-group of content items that are presented with the publication. The sub-group of content items can include content items that each share a common characteristic. For example, a publication score can be generated for a sub-group of content items that are associated with common targeting criteria (e.g., keywords).

Abstract: A method of modifying the color characteristics of advertising content and web page content to increase the click-through rate of the advertising content. The advertising content and web page content may include hyperlinks and text. The color characteristics may include saturation, hue, intensity, contrast, and RBG characteristics. The color characteristics may be modified to make the advertising content more visible to the user, which results in a higher click-through rate.

Abstract: Analysis of mental states is performed in order to project sales. Projections may be based on effectiveness of an advertisement, a product, or a service. Effectiveness may be based on various objectives including entertainment, education, awareness, persuasion, startling, and drive to action. Data, including facial information and physiological information, is captured for an individual viewer or group of viewers. In some embodiments, demographics information is also collected and used as a criterion for rendering the mental states of the viewers in a graphical format. In some embodiments, data captured from an individual viewer or group of viewers is used to optimize sales projections.

Abstract: A method for playing web-based media content from a media content proprietor (40) on a media player (12, 14), free of charge, the method comprising the steps of downloading media content and advertising content from a content provider (19) to the media player (12, 14); attempting to play on the media player (12, 14) the advertising content a predetermined number of times; counting a number of times the media content is played; transmitting the counted number to the content provider (19); calculating by the content provider (19) a royalty payment for the media content proprietor (40) based on the counted number, and carrying out payment; and the content provider (19) receiving an advertising revenue (44) associated with the actual number of times the advertising content is played; wherein downloading of the advertising content is optionally done together with playing the media content.