CATEGORY RECOMMENDATION METHODS AND SYSTEMS
Methods and systems provide suggestions for additional categories (and also keywords, phrases, etc.), for advertisers and information providers, and publishers, to bid on, based on conditional probabilities. The conditional probabilities are based on consumer conversions at target web sites of advertisers and information providers, associated with a category, keyword, phrase etc. The category suggestions are subject to a further trimming process, before being recommended to the advertisers and information providers, and publishers.
1 . A method for providing system users with additional categories on which to bid on, over a communications network, comprising:
monitoring, by a computer system, linked to the communications network, target web sites, each of the target web sites associated with a category and a system user, and hosted by a host computer device, each host computer device linked to the communications network, for indications of consumer actions at the target web sites, over the communications network;
obtaining, by the computer system, data associated with the indications of consumer action at the target web sites, over the communications network;
determining, by the computer system, the probability of indications of consumer action at one category given indications of consumer actions at another category, based on the obtained data associated with the indications of consumer actions at the target web sites; and,
selecting, by the computer system, one or more additional categories for at least one system user, based on the determined probabilities, and determining if the one or more additional categories is to be recommended for the at least one system user to bid on.
2 . The method of claim 1 , wherein the indications of consumer actions at the target web sites include conversions.
3 . The method of claim 2 , wherein a conversion includes a consumer click on a designated web page of the target web site.
4 . The method of claim 2 , wherein the obtaining data associated with the indications of consumer action at the target web sites is performed automatically and for a predetermined time period.
5 . The method of claim 4 , wherein the system user includes an advertiser or an information provider.
6 . The method of claim 1 , wherein the probability includes a conditional probability.
7 . The method of claim 1 , wherein selecting the additional categories is based on effective costs per action (eCPA) values.
8 . The method of claim 1 , wherein the computer system electronically notifies the computer of a system user of one or more additional categories which are recommended for the at least one system user to bid on, over the network.
9 . The method of claim 1 , wherein the computer system includes at least one server.
10 . The method of claim 1 , wherein each host computer device includes at least one server.
11 . A system for providing system users with additional categories on which to bid on, over a communications network, comprising:
a computer device linked to the communications network, configured for:
monitoring target web sites, each of the target web sites associated with a category and a system user, and hosted by a host computer device, each host computer device linked to the communications network, for indications of consumer actions at the target web sites, over the communications network;
obtaining data associated with the indications of consumer action at the target web sites, over the communications network; and,
determining the probability of indications of consumer action at one category given indications of consumer actions at another category, based on the obtained data associated with the indications of consumer actions at the target web sites; and,
an engine in communication with the computer device configured for selecting one or more additional categories for at least one system user, based on the determined probabilities, and determining if the one or more additional categories is to be recommended for the at least one system user to bid on.
12 . The system of claim 11 , wherein the computer device includes at least one server.
13 . The system of claim 11 , wherein the indications of consumer actions at the target web sites include conversions.
14 . The system of claim 13 , wherein a conversion includes a consumer click on a designated web page of the target web site.
15 . A method for providing publisher users with additional categories on which to bid on, over a communications network, comprising:
monitoring, by a computer system, linked to the communications network, target web sites, each of the target web sites associated with a category, and hosted by a host computer device, each host computer device linked to the communications network, for indications of consumer actions at the target web sites, over the communications network;
obtaining, by the computer system, data associated with the indications of consumer action at the target web sites, over the communications network;
determining, by the computer system, the probability of indications of consumer action at one category given indications of consumer actions at another category, based on the obtained data associated with the indications of consumer actions at the target web sites; and,
selecting, by the computer system, one or more additional categories for at least one publisher user, based on the determined probabilities, and determining if the one or more additional categories is to be recommended for the at least one publisher user to bid on.
16 . The method of claim 15 , wherein the indications of consumer actions at the target web sites include conversions.
17 . The method of claim 16 , wherein a conversion includes a consumer click on a designated web page of the target web site.
18 . The method of claim 15 , wherein the obtaining data associated with the indications of consumer action at the target web sites is performed automatically and for a predetermined time period.
19 . The method of claim 16 , wherein the probability includes a conditional probability.
20 . The method of claim 16 , wherein selecting the additional categories is based on effective costs per mille (eCPM) values.
21 . The method of claim 16 , wherein the computer system electronically notifies a computer device of a publisher user of one or more additional categories which are recommended for the at least one publisher user to bid on, over the network.
22 . The method of claim 15 , wherein the computer system includes at least one server.
23 . The method of claim 21 , wherein each host computer device and the computer device of the publisher user includes at least one server.