Systems and methods for providing information incorporating reinforcement-based learning and feedback
First Claim
1. A method, the method comprising:
- storing a first mapping among a plurality of information resources stored on one or more repositories;
monitoring an action of a first user in relation to at least a subset of the plurality of information resources;
obtaining a feedback metric associated with the action of the first user in relation to the at least the subset of the plurality of information resources;
determining a second mapping of one or more actions to the at least the subset of the plurality of information resources based at least in part on feedback metric; and
providing output information related to the plurality of information resources based at least in part on the second mapping.
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Accused Products
Abstract
Systems and methods are provided for feedback-driven provision of information in relation to a plurality of information resources. Some such methods involve: accessing information resources from one or more information resource repositories to establish a mapping between each information resource and each of the other information resources; maintaining a state table comprising a plurality of state-table records, each state-table record attributing a value to a state-action pair, the state-action pair comprising an indication of a series of one or more actions in relation to the information resources; monitoring actions of a first user in relation to the information resources; receiving a feedback metric related to interaction of the first user with the information resources; using the feedback metric as a basis for updating the values of a subset of the state-table records, the subset of the state-table records comprising state-action pairs which correspond to the monitored actions of the first user in relation to the information resources; and providing output information related to the information resources based at least in part on the updated values of the state-table records.
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Citations
20 Claims
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1. A method, the method comprising:
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storing a first mapping among a plurality of information resources stored on one or more repositories; monitoring an action of a first user in relation to at least a subset of the plurality of information resources; obtaining a feedback metric associated with the action of the first user in relation to the at least the subset of the plurality of information resources; determining a second mapping of one or more actions to the at least the subset of the plurality of information resources based at least in part on feedback metric; and providing output information related to the plurality of information resources based at least in part on the second mapping. - View Dependent Claims (3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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2. A system, comprising
one or more processors configured to: -
store a first mapping among a plurality of information resources stored on one or more repositories; monitor an action of a first user in relation to at least a subset of the plurality of information resources; obtain a feedback metric associated with the action of the first user in relation to the at least the subset of the plurality of information resources; determine a second mapping of one or more actions to the at least the subset of the plurality of information resources based at least in part on feedback metric; and provide output information related to the plurality of information resources based at least in part on the second mapping; and a memory coupled to the at least one processor and configured to provide the at least one processor with instructions.
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Specification