Website personalization and predictive analytics using social networks, location, mobile and behavioral data
First Claim
1. A server for personalization of a web page using user profile and behavioral data, the server comprising:
- a processor and a memory, wherein the server stores on the memory a profile for a specific user and a network of interconnections between the specific user and a plurality of users;
wherein the profile comprises one or more data fields including an identifier associated with a behavior of the specific user;
wherein the server tracks the behavior associated with the specific user on the network;
wherein the server stores in the profile the behavior associated with the user;
wherein the server is configured to customize a subset of a web page to the specific user based on behavior stored in a profile having an identifier associated with a specific behavior of the specific user on the network;
wherein the server generates a model of the specific user aggregated at least in part from a state from the network of interconnections and a behavior of the specific user on a client device, one or more server devices, and at least one third party site to enable the web page separate from the network site to customize a content on the web page according to the specific user.
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Abstract
A social media and social network system matches and personalizes websites and communication to specific users using profile, location, GPS, mobile device, and ecommerce data. Websites may behave in a personalized manner for each individual user and deliver matched content. A user behavior model enables history and decision processes to be stored for future predictive behavior models, algorithms, advertisements, and analysis. A server may enable mathematical and behavioral modeling of one or more social network users as individuals, groups or in the aggregate to establish one or more personalized states for the social network, website, webpage, or subset webpage. Social network data may match a user with search engine results, products, brand products, vendors, users, and services desired by a user on a social network, website, or ecommerce site. Users receive more targeted information. Personalized marketing and ecommerce by a vendor is enabled and unsolicited e-mail and advertisements are minimized.
73 Citations
48 Claims
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1. A server for personalization of a web page using user profile and behavioral data, the server comprising:
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a processor and a memory, wherein the server stores on the memory a profile for a specific user and a network of interconnections between the specific user and a plurality of users; wherein the profile comprises one or more data fields including an identifier associated with a behavior of the specific user; wherein the server tracks the behavior associated with the specific user on the network; wherein the server stores in the profile the behavior associated with the user; wherein the server is configured to customize a subset of a web page to the specific user based on behavior stored in a profile having an identifier associated with a specific behavior of the specific user on the network; wherein the server generates a model of the specific user aggregated at least in part from a state from the network of interconnections and a behavior of the specific user on a client device, one or more server devices, and at least one third party site to enable the web page separate from the network site to customize a content on the web page according to the specific user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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21. A server for personalization of a web page, the server comprising a processor and a memory, wherein the server stores on the memory a profile for a first user and a profile for a second user;
- wherein each profile comprises one or more data fields including an identifier associated with a behavior of the user;
wherein the first user invites the second user to establish a connection;
wherein the second user approves of the connection;
wherein the server associates the profile for the first user with the profile for the second user as a connection;
wherein the server tracks behavior associated with first user;
wherein the server stores in the profile for the first user the behavior associated with the first user;
wherein the behavior of the second user is tracked and stored in the profile for the second user;
wherein the server customizes a display for the first user based on at least one prior behavior of a second user stored in a profile for the second user having an identifier associated with a specific behavior of the user;wherein the server generates a model of the first user aggregated at least in part from a state from the network of interconnections and a behavior of the first user on a client device, one or more server devices, and at least one third party site to enable the web page separate from the network site to customize a content on the web page according to the first user. - View Dependent Claims (22, 23, 24, 25, 26, 27)
- wherein each profile comprises one or more data fields including an identifier associated with a behavior of the user;
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28. A system for personalization of a digital content on web or mobile devices, the system comprising:
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a server, comprising a processor, wherein the web server is configured to send to a client device text, photos, and graphics; and a computer implemented data set comprising of a network of links between a plurality of user profiles, and wherein the user profiles comprise profile data that includes historical data of user activity and one or more data fields including an identifier associated with the behavior of the user; wherein the server displays a first set of content on a web page for the client device;
wherein the server dynamically personalizes a second set of content on a second web page for each user based on the historical data of user activity and the behavior of the user; andwherein the server generates a model of the user aggregated at least in part from a state from the network of interconnections and a behavior of the user on a client device, one or more server devices, and at least one third party site to enable the web page separate from the network site to customize a content on a subset of the web page according to the user. - View Dependent Claims (29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43)
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44. A computer implemented method for web page customization using a matching or social network, the method comprising:
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maintaining, by a server comprising a processor, a set of connections in a network between user profile data comprising one or more data fields including an identifier associated with a behavior of the user and user activity on the social network; and the server sending to a client device a plurality of responses comprised of text or graphics as part of a request from the client device, wherein each such response comprises content customized for the user based on the set of connections between users in a network, wherein the processor matches a user profile associated with a specific behavior of the user to a set of products based on historical user data, wherein the server sends to the client device a product-related graphic based on this match; wherein the server generates a model of the user aggregated at least in part from a state from the network of interconnections and a behavior of the user on a client device, one or more server devices, and at least one third party site to enable a web page separate from the matching or social network to customize a content on a subset of the web page according to the user. - View Dependent Claims (45, 46, 47, 48)
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Specification