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US 9,070,087 B2Granted
Methods and systems for investigation of compositions of ontological subjects
AssigneeHamid Hatami-Hanza
InventorHamid Hatami-Hanza
Life of this patent
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Abstract
Methods and systems are given for investigation of compositions of ontological subjects in accordance with various aspects of significance. Accordingly, the present invention provide a unified method and process of investigating the compositions of ontological subjects, modeling an unknown system, and obtaining as much worthwhile information and knowledge as possible about the system or the composition or the body of knowledge along with exemplary services utilizing such investigations.
Claims20
A method of investigating a composition of ontological subjects comprising:
- partitioning, using one or more data processing or computing devices, the composition into a plurality of sets of partitions or ontological subjects, wherein each of said sets having a plurality of members wherein the members of said each of said sets of partitions or ontological subjects having at least one common predefined characteristic and each set is assigned with a predefined order,
- evaluating, using said one or more data processing or computing devices, and building one or more data structures corresponding to data representing co-occurrences and/or participation of ontological subjects of at least one predefined order in at least one of the sets of partitions or ontological subjects of another order,
- evaluating, using said one or more data processing or computing devices, and building one or more data structures corresponding to data representing values of one or more significance measures based on the data of co-occurrences or participation statistics of ontological subjects in the partitions, using the participation data of a set of lower order ontological subject into a set of same or higher order ontological subjects or vice versa, wherein one or more of said one or more significance measures are from intrinsic group of value significances which are functions of values of one or more following measures:
- vsm_
-
- 1
-
- _
-
- 1
- i
- k
- ❘
- l
- =
- c
- ·
- f
-
- (
- FO
- i
- k
- ❘
- l
- )
- vsm_
-
- 1
-
- _
-
- 2
- i
- k
- ❘
- l
- =
- c
- f
-
- (
- FO
- i
- k
- ❘
- l
- )
- ,
- i
- =
- 1
- ,
- 2
- ,
- …
-
-
- N
- vsm_
-
- 2
- i
- k
- ❘
- l
- =
- f
-
-
- (
- iop
- i
- k
- ❘
- l
- )
- ,
- i
- =
- 1
-
-
- …
-
-
- N
- vsm_
-
- 3
- i
- k
- ❘
- l
- =
- f
-
-
- (
- com
- ij
- k
- ❘
- l
- )
- ,
- i
- =
- 1
-
-
- …
-
-
- N
- vsm_x
- i
-
-
- or
-
-
- j
- k
- ❘
- l
- =
- f
-
-
- (
- vsm
- x
- i
- k
- ❘
- l
- ,
- vsm_y
- i
- k
- ❘
- l
- )
-
-
- i
- ,
- j
- =
- 1
-
-
- …
-
-
- N
- ,
- x
- ,
- y
- =
- 1
- ,
- 2
- ,
- …
- wherein f is a predefined function in each clause, vsm_xik|l and vsm_yik|l are data value entries of one or more data structures corresponding to value significance measures of type x and type y, respectively, of ith ontological subject of order k, FOik|l is frequency of occurrences of ith ontological subject of order k, comijk|l are entries of one or more data structure corresponding to co-occurrence of ith ontological subject of order k with jth ontological subject of order kin partitions or ontological subjects of order l, and iopik|l are entries of one or more data structure corresponding to occurrence probability of ith ontological subject of order k in partitions or ontological subjects of order l;
- and
- storing one or more of said one or more data structures in one or more non-transitory storage media and/or processing the ontological subject based on said one or more values.
167 more elements
A system of investigating compositions of ontological subjects comprising:
- a. facilities to receive an input electronic content via a communication networks wherein the input electronic content can include different compositions of ontological subjects and/or queries and/or controlling instruction and/or indications of selection of one or more service options,
- b. a computer implemented module to generate or access one or more data structures corresponding to one or more participation matrices,
- c. one or more computer systems, said one or more computer systems using one or more data processing or computing devices, and one or more storage medium devices with computer executable instructions thereon that when executed by said one or more computer systems cause the one or more computer systems to evaluate and build one or more data structures with entries corresponding to one or more values corresponding to one or more significance measures of one or more constituent ontological subjects of the composition comprising:
- partitioning the composition into a plurality of sets of partitions or ontological subjects, wherein each of said sets having a plurality of members wherein the members of said each of said sets of partitions or ontological subjects having at least one common predefined characteristic and each set being labeled with a predefined order,
- building one or more data structures corresponding to data representing co-occurrences and/or participation of ontological subjects of at least one predefined order in at least one of the sets of partitions or ontological subjects of another order,
- evaluating and building one or more data structure with entries corresponding to data representing values of one or more significance measures based on the data of co-occurrences or participation statistics of ontological subjects in the partitions, using the participation data of a set of lower order ontological subjects into a set of the same or higher order ontological subjects or vice versa, wherein one or more of said significance measures are from intrinsic group of value significances which are functions of values of one or more following measures:
- vsm_
-
- 1
-
- _
-
- 1
- i
- k
- ❘
- l
- =
- c
- ·
- f
-
- (
- FO
- i
- k
- ❘
- l
- )
- vsm_
-
- 1
-
- _
-
- 2
- i
- k
- ❘
- l
- =
- c
- f
-
- (
- FO
- i
- k
- ❘
- l
- )
- ,
- i
- =
- 1
- ,
- 2
- ,
- …
-
-
- N
- vsm_
-
- 2
- i
- k
- ❘
- l
- =
- f
-
-
- (
- iop
- i
- k
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- l
- )
- ,
- i
- =
- 1
-
-
- …
-
-
- N
- vsm_
-
- 3
- i
- k
- ❘
- l
- =
- f
-
-
- (
- com
- ij
- k
- ❘
- l
- )
- ,
- i
- =
- 1
-
-
- …
-
-
- N
- vsm_x
- i
-
-
- or
-
-
- j
- k
- ❘
- l
- =
- f
-
-
- (
- vsm
- x
- i
- k
- ❘
- l
- ,
- vsm_y
- i
- k
- ❘
- l
- )
-
-
- i
- ,
- j
- =
- 1
-
-
- …
-
-
- N
- ,
- x
- ,
- y
- =
- 1
- ,
- 2
- ,
- …
- wherein f is a predefined function in each clause, vsm_xik|l and vsm_yik|l are data value entries of one or more data structures corresponding to value significance measures of type x and type y, respectively, of ith ontological subject of order k, FOik|l is frequency of occurrences of ith ontological subject of order k, comijk|l is co-occurrence of ith ontological subject of order k with jth ontological subject of order k in partitions or ontological subjects of order l, and iopik|l is occurrence probability of ith ontological subject of order k in partitions or ontological subjects of order l
- whereby a desired response is selected and/or composed in response of the received electronic content, using said one more data structures corresponding to said one or more value significance measures;
- and
- d. facilities to store and/or communicate and/or sending the desired response to one or more agent clients or one or more users.
171 more elements
Dependencies are inferred from the claim text.