EVALUATING PRESENTATION OF CONTENT ITEMS VIA AN ONLINE SYSTEM BASED ON COMMON CHARACTERISTICS OF USERS PRESENTED WITH THE CONTENT ITEMS
An online system presents various content items received from a publishing user to various users. The online system captures information identifying users to whom the content items were presented and identifies actions performed by the users presented with the content items after being presented with the content items. After presenting content items from the publishing user, the online system identifies characteristics of users to whom the content items were presented and determines performance metrics describing presentation of the content items to users having different characteristics or combinations of characteristics. The performance metrics are presented to the publishing user and grouped based on various characteristics of users to whom the content items were presented, allowing the publishing user to evaluate performance of presentation of content items to users having different characteristics.
1 . A method comprising:
receiving content items from a publishing user of an online system, each content item including content for presentation by the online system;
identifying opportunities to present content to users of the online system;
presenting one or more of the received content items to at least a set of the users of the online system via the identified opportunities;
identifying users of the set to whom at least one of the received content items were presented;
retrieving characteristics of each identified user of the set maintained by the online system;
determining groups of the identified users of the set, each group including identified users of the set having one or more common characteristics;
generating one or more performance metrics for each of the determined groups, a performance metric for a determined group based on actions performed by users of the determined group after being presented with at least one of the received content items; and
presenting information identifying one or more of the determined groups and performance metrics for the one or more groups to the publishing user, information identifying the determined group specifying the one or more common characteristics of users of the determined group.
2 . The method of claim 1 , wherein a performance metric for the determined group comprises a number of times a received content item was presented to users of the determined group.
3 . The method of claim 1 , wherein a performance metric for the determined group comprises a ratio of a number of users of the determined group who performed a specific action after being presented with a received content item to a number of users of the determined group.
4 . The method of claim 3 , wherein the specific action comprises an action included in the received content item presented to users of the determined group.
5 . The method of claim 1 , wherein a performance metric for the determined group comprises a number of users of the determined group who performed a specific action after being presented with a received content item.
6 . The method of claim 1 , wherein a performance metric for the determined group comprises a ratio of an amount of compensation received from the publishing user in exchanging for presenting one or more received content items to a number of times users of the determined group performed a specific action after being presented with a received content item.
7 . The method of claim 6 , wherein the specific action comprises an action included in the received content item presented to users of the determined group.
8 . The method of claim 1 , wherein retrieving characteristics of each identified user of the set maintained by the online system comprises:
retrieving characteristics of identified users of the set to whom at least a threshold number of content items received from the publishing user were presented.
9 . The method of claim 1 , wherein retrieving characteristics of each identified user of the set maintained by the online system comprises:
retrieving characteristics of identified users of the set to whom a content item received from the publishing user was presented within a specific time interval.
10 . The method of claim 1 , wherein a characteristic of an identified user is selected from a group consisting of: demographic information of the identified user, interests of the identified user, additional content presented to the identified user, actions performed by the identified user, and any combination thereof.
11 . A computer program product comprising a non-transitory computer readable medium having instructions encoded thereon that, when executed by a processor, cause the processor to:
receive content items from a publishing user of an online system, each content item including content for presentation by the online system;
identify opportunities to present content to users of the online system;
present one or more of the received content items to at least a set of the users of the online system via the identified opportunities;
identify users of the set to whom at least one of the received content items were presented;
retrieve characteristics of each identified user of the set maintained by the online system;
determine groups of the identified users of the set, each group including identified users of the set having one or more common characteristics;
generate one or more performance metrics for each of the determined groups, a performance metric for a determined group based on actions performed by users of the determined group after being presented with at least one of the received content items; and
present information identifying one or more of the determined groups and performance metrics for the one or more groups to the publishing user, information identifying the determined group specifying the one or more common characteristics of users of the determined group.
12 . The computer program product of claim 11 , wherein a performance metric for the determined group comprises a number of times a received content item was presented to users of the determined group.
13 . The computer program product of claim 11 , wherein a performance metric for the determined group comprises a ratio of a number of users of the determined group who performed a specific action after being presented with a received content item to a number of users of the determined group.
14 . The computer program product of claim 13 , wherein the specific action comprises an action included in the received content item presented to users of the determined group.
15 . The computer program product of claim 11 , wherein a performance metric for the determined group comprises a number of users of the determined group who performed a specific action after being presented with a received content item.
16 . The computer program product of claim 11 , wherein a performance metric for the determined group comprises a ratio of an amount of compensation received from the publishing user in exchanging for presenting one or more received content items to a number of times users of the determined group performed a specific action after being presented with a received content item.
17 . The computer program product of claim 16 , wherein the specific action comprises an action included in the received content item presented to users of the determined group.
18 . The computer program product of claim 11 , wherein retrieve characteristics of each identified user of the set maintained by the online system comprises:
retrieve characteristics of identified users of the set to whom at least a threshold number of content items received from the publishing user were presented.
19 . The computer program product of claim 11 , wherein retrieve characteristics of each identified user of the set maintained by the online system comprises:
retrieve characteristics of identified users of the set to whom a content item received from the publishing user was presented within a specific time interval.
20 . The computer program product of claim 11 , wherein a characteristic of an identified user is selected from a group consisting of: demographic information of the identified user, interests of the identified user, additional content presented to the identified user, actions performed by the identified user, and any combination thereof.