System and Method for Cognitive Agent-Based User Search Behavior Modeling
AssigneeInternational Business Machines Corporation
InventorsRashmi Avancha, James E. Bostick, Wing L. Leung, Craig M. Trim
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Abstract
A method, system and a computer program product are provided for obscuring web searches by performing cognitive analysis on one or more user search inquiries from a first user to identify a user search behavior profile for the first user, and then generating one or more obfuscating search inquiries consistent with the user behavior search profile for the first user for issuance with the user search inquiries to impair the search engine from accurately characterizing search information related to the first user.
Claims22
A method of modeling search behavior comprising:
- receiving, by an information handling system comprising a processor and a memory, one or more user search inquiries from a first user;
- and
- performing, by the information handling system, cognitive analysis on the one or more user search inquiries to automatically create a user search behavior profile which models the first user's search timing, search location, search duration, search interaction, and search content.
A computer program product comprising a computer readable storage medium having a computer readable program stored therein, wherein the computer readable program, when executed on an information handling system, causes the system to model search behavior by:
- receiving one or more user search inquiries from a first user;
- and
- performing cognitive analysis on the one or more user search inquiries to automatically create a user search behavior profile which models the first user's search timing, search location, search duration, search interaction, and search content.
An information handling system comprising:
- one or more processors;
- a memory coupled to at least one of the processors;
- a set of instructions stored in the memory and executed by at least one of the processors to model search behavior, wherein the set of instructions are executable to perform actions of:
- receiving, by the system, one or more user search inquiries from a first user;
- performing, by the system, cognitive analysis on the one or more user search inquiries to identify a user search behavior profile for the first user by using natural language processing (NLP), analytic analysis, and machine language learning to automatically create a user search behavior profile which models the first user's search timing, search location, search duration, search interaction, and search content;
- generating, by the system, one or more obfuscating search inquiries consistent with the user behavior search profile for the first user;
- issuing, by the system, the one or more user search inquiries to a search engine along with the one or more obfuscating search inquiries to impair the search engine from accurately characterizing search information related to the first user;
- receiving, by the system, search results from the search engine in response to the one or more user search inquiries and the one or more obfuscating search inquiries;
- accessing, by the system, one or more websites to emulate the first user's search behavior specified in the user search behavior profile;
- and
- returning, by the system, to the first user the search results responsive to the one or more user search inquiries.
Dependencies are inferred from the claim text.