Contextually transformed learning layer
First Claim
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1. A computer-implemented method, comprising:
- selecting a first computer-implemented non-fuzzy network-based structure comprising an activity stream and a second computer-implemented non-fuzzy network-based structure from a plurality of computer-implemented structures responsive to a user'"'"'s explicit selection of the first computer-implemented non-fuzzy network-based structure and the second computer-implemented non-fuzzy network-based structure from a selection interface;
invoking a transformational protocol executed on a processor-based computing device, wherein the transformational protocol is applied to transform the first computer-implemented non-fuzzy network-based structure and the second computer-implemented non-fuzzy network-based structure into a computer-implemented fuzzy network-based structure; and
invoking a fuzzy network modification function, wherein the fuzzy network modification function modifies the fuzzy network-based structure in accordance with an inference generated from a plurality of usage behaviors.
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Abstract
A computer-implemented transformational protocol is applied to contextually transform an originating computer-implemented structure into a fuzzy network-based structure. The originating structure may be a hierarchy, for example. The fuzzy network-based structure is adaptively modified based on behavioral information, and recommendations delivered to users may be generated in accordance with the fuzzy network-based structure and inferences from a plurality of usage behaviors. The recommendations may be generated in accordance with a network neighborhood within the fuzzy network-based structure that is based, at least in part, on a navigational context within the originating structure.
89 Citations
20 Claims
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1. A computer-implemented method, comprising:
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selecting a first computer-implemented non-fuzzy network-based structure comprising an activity stream and a second computer-implemented non-fuzzy network-based structure from a plurality of computer-implemented structures responsive to a user'"'"'s explicit selection of the first computer-implemented non-fuzzy network-based structure and the second computer-implemented non-fuzzy network-based structure from a selection interface; invoking a transformational protocol executed on a processor-based computing device, wherein the transformational protocol is applied to transform the first computer-implemented non-fuzzy network-based structure and the second computer-implemented non-fuzzy network-based structure into a computer-implemented fuzzy network-based structure; and invoking a fuzzy network modification function, wherein the fuzzy network modification function modifies the fuzzy network-based structure in accordance with an inference generated from a plurality of usage behaviors. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A computer-implemented system, comprising:
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an originating system selection function executed on a processor-based computing device that enables a user to explicitly select from a plurality of computer-implemented structures through use of a selection interface a first computer-implemented non-fuzzy network-based structure comprising an activity stream and a second computer-implemented non-fuzzy network-based structure; a transforming function executed on a processor-based computing device that applies a transformational protocol to transform the first non-fuzzy network-based structure and the second computer-implemented non-fuzzy network-based structure into a computer-implemented fuzzy network-based structure; and a modification function that modifies the fuzzy network-based structure in accordance with an inference from a plurality of usage behaviors. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A computer-implemented system, comprising:
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an originating system selection function executed on a processor-based computing device that enables a first user to explicitly select from a plurality of computer-implemented structures through use of a selection interface a first computer-implemented non-fuzzy network-based originating structure comprising an activity stream and a second computer-implemented non-fuzzy network-based originating structure; a transforming function executed on a processor-based computing device that applies a transformational protocol to transform the first computer-implemented non-fuzzy network-based originating structure and the second computer-implemented non-fuzzy network-based originating structure into a computer-implemented fuzzy network-based structure, wherein the fuzzy network-based structure comprises a plurality of objects and affinities among the objects; and a computer-implemented recommendation function that generates a recommendation for delivery to the first user in accordance with a plurality of the affinities and an inference from a plurality of usage behaviors. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification