Provided is an advertising system. The advertising system include an information analysis unit which analyzes first user information relating to at least one out of the sex, age and eye tracking of a user and analyzes second user information relating to the facial expression and eye tracking of the user, based on a camera image; and an advertisement providing unit which determines topic information for the user based on the first user information and displays a first advertisement associated with the topic information on a display device.

The present disclosure is directed to associating computing devices with each other based on computer network activity for selection of content items as part of an online content item placement campaign. A first linking factor is identified based on a connection between a first device and the computer network via a first IP address during a first time period, and based on a connection between a second device and the computer network via the first IP address during the first time period. A number of devices that connect with the computer network via the first IP address is determined. A positive match probability is generated. A second and third linking factors are monitored. A negative match probability is determined based on the second and third linking factors. The first device is linked with the second device based on the positive and negative match probabilities.

The present teaching relates to method, system, and programming for evaluating expressions. An expression indicative of conditions and metadata associated therewith is obtained. A determination is made as to whether the expression corresponds to a modified version of an earlier expression based on the metadata. In response to a determination that the expression is the modified version of the earlier expression, a query associated with the modified expression is transmitted to a forecasting cluster so that the modified expression is to be evaluated by the forecasting cluster. In response to a determination that the expression does not have a corresponding earlier expression, the expression is evaluated.

Selection of web page advertisements for placement into a web page may use attention data that ranks the elements of the web page according to the attention the elements receive from users during interactions with the web page. The content of ads can be matched to the content of the most highly ranked elements of the web page rather than the web page as a whole. Alternatively, ads can be selected that historically produce a preferred pattern of behavior such as an attention shift from a highly ranked element of the web page to the ad.

A computer-implemented method and system for improving recipient response rates to content presented via a data communications network to a plurality of recipients based upon recipient response data, wherein the content comprises a plurality of content factors. Each content factor is selected from one or more corresponding content levels. A data structure is provided for containing recipient response data associated with content comprising combinations of content levels. A plurality of content samples is generated by forming combinations of content levels for a plurality of content factors in accordance with respective combination weightings derived from recipient response data contained within the data structure. The plurality of content samples is presented to a corresponding plurality of recipients via the data communications network. The recipient responses to the content samples are received via the data communications network. The recipient responses are analysed to identify one or more combinations of content levels resulting in high recipient response rates relative to other combinations in accordance with predetermined statistical criteria. The recipient response data associated with combinations of content levels resulting in high recipient response rates is stored within the data structure.

A computer-implemented method for selecting a digital content, comprising: receiving a plurality of samples, each comprises a request having a plurality of values of a plurality of attributes, and associated with a success value for a Bernoulli distributed event having a campaign and a bid rate (BR) of the campaign; clustering the plurality of samples in a plurality of homogenous nodes according to respective plurality of values; identifying a group campaign with a highest valuation for each one of the plurality of nodes using triangular approximation of the Bernoulli distribution of events in the node; receiving a query from a device including a plurality of other values of the plurality of attributes; selecting one of the plurality of nodes; selecting a digital content of the group campaign with highest valuation identified for the selected node; and generating a response to the query including the selected content.

Methods and systems for presenting online content elements based on information known to a service provider. One of the methods is a method for presenting online content at a communication apparatus, the communication apparatus being assigned an identifier. The method comprises: obtaining information that pertains to a profile associated with the identifier and provided by a service provider involved in assigning the identifier to the communication apparatus; determining an online content element to be presented at the communication apparatus based on the information; and causing the communication apparatus to present the online content element. Another one of the methods is a method for facilitating determination of online content to be presented at a communication apparatus. Servers for implementing the methods are also provided.

A system for analyzing user consumption of content on web pages or determining user engagement with content comprising a data collection script and an content-engagement-inference engine. The data collection script determines one or more content elements to be measured from a web page and collects description data associated with the one or more content elements. The description data describes information about the one or more content elements. The content-engagement-inference engine creates an inference or analytics result based on the description data. The inference or analytics result describes how the one or more content elements have been consumed by users and then provides the inference or analytics result for users to designated entities.

This invention relates to a method for providing a complex content including an advertisement content and a portable storage medium therefor. The method of providing a complex content including an advertisement content comprises: transmitting a decoding request signal to a server providing a decoding information for playing a multimedia content stored in the portable storage medium according to connecting the portable storage medium, receiving the decoding information for playing from the server, manipulating the multimedia content and the advertisement content corresponding to the multimedia content, and playing a complex content generated by manipulating the multimedia content and the advertisement content.

Aspects of the subject disclosure may include, for example, receiving, from a first client device, a recommendation pertaining to an advertisement, storing a sender identification in association with an identification of the advertisement, wherein the sender identification includes an identification of the first client device, an identification of a first user of the first client device, or a combination thereof, determining that a score associated with the recommendation exceeds a threshold at least in terms of a likelihood of relevance of the advertisement to a second user of a second client device, based on the determining, transmitting the advertisement to the second client device based on the identification of the advertisement, and based on the determining, transmitting the sender identification to the second client device. Other embodiments are disclosed.