Intention detection in domain-specific information
First Claim
1. A method for intention detection in information, the method comprising:
- parsing, using a processor and a memory, a new information into a constituent set of complete grammatical constructs, the new information being in a language and relating to a subject matter domain;
identifying, in a subset of the complete grammatical constructs, a set of linguistic styles of the language according to a subset of a set of word-style associations related to the language and independent of the subject matter domain;
assigning a first weight to a first linguistic style and a second weight to a second linguistic style, the set of linguistic styles including the first linguistic style and the second linguistic style;
constructing, using second set of linguistic styles of the language, and using a taxonomy of intentions present in a training information relating to the subject matter domain, a set of style-intention rules, the set of style-intention rules including the style-intention rule, the style-intention rule relating a selected intention from the taxonomy of intentions with a selected linguistic style in the set of linguistic styles to indicate that the selected intention is present where the selected linguistic style appears in any information related to the subject matter domain;
mapping a first intention information to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule; and
tagging a complete grammatical construct in the subset with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
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Abstract
A new information in a language and relating to a subject matter domain is parsed into a constituent set of complete grammatical constructs. In a subset of the complete grammatical constructs, a set of linguistic styles of the language is identified according to a subset of a set of word-style associations related to the language and independent of the subject matter domain. A first weight is assigned to a first linguistic style and a second weight to a second linguistic style from the set of linguistic styles. A first intention information is mapped to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule. A complete grammatical construct in the subset is tagged with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
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Citations
19 Claims
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1. A method for intention detection in information, the method comprising:
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parsing, using a processor and a memory, a new information into a constituent set of complete grammatical constructs, the new information being in a language and relating to a subject matter domain; identifying, in a subset of the complete grammatical constructs, a set of linguistic styles of the language according to a subset of a set of word-style associations related to the language and independent of the subject matter domain; assigning a first weight to a first linguistic style and a second weight to a second linguistic style, the set of linguistic styles including the first linguistic style and the second linguistic style; constructing, using second set of linguistic styles of the language, and using a taxonomy of intentions present in a training information relating to the subject matter domain, a set of style-intention rules, the set of style-intention rules including the style-intention rule, the style-intention rule relating a selected intention from the taxonomy of intentions with a selected linguistic style in the set of linguistic styles to indicate that the selected intention is present where the selected linguistic style appears in any information related to the subject matter domain; mapping a first intention information to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule; and tagging a complete grammatical construct in the subset with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A computer usable program product comprising a computer readable storage device including computer usable code for intention detection in information,
the computer usable code comprising: -
computer usable code for parsing a new information into a constituent set of complete grammatical constructs, the new information being in a language and relating to a subject matter domain; computer usable code for identifying, in a subset of the complete grammatical constructs, a set of linguistic styles of the language according to a subset of a set of word-style associations related to the language and independent of the subject matter domain; computer usable code for assigning a first weight to a first linguistic style and a second weight to a second linguistic style, the set of linguistic styles including the first linguistic style and the second linguistic style; computer usable code for constructing, using second set of linguistic styles of the language, and using a taxonomy of intentions present in a training information relating to the subject matter domain, a set of style-intention rules, the set of style-intention rules including the style-intention rule, the style-intention rule relating a selected intention from the taxonomy of intentions with a selected linguistic style in the set of linguistic styles to indicate that the selected intention is present where the selected linguistic style appears in any information related to the subject matter domain; computer usable code for mapping a first intention information to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule; and computer usable code for tagging a complete grammatical construct in the subset with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A data processing system for intention detection in information,
the data processing system comprising: -
a storage device, wherein the storage device stores computer usable program code; and a processor, wherein the processor executes the computer usable program code, and wherein the computer usable program code comprises; computer usable code for parsing a new information into a constituent set of complete grammatical constructs, the new information being in a language and relating to a subject matter domain; computer usable code for identifying, in a subset of the complete grammatical constructs, a set of linguistic styles of the language according to a subset of a set of word-style associations related to the language and independent of the subject matter domain; computer usable code for assigning a first weight to a first linguistic style and a second weight to a second linguistic style, the set of linguistic styles including the first linguistic style and the second linguistic style; computer usable code for constructing, using second set of linguistic styles of the language, and using a taxonomy of intentions present in a training information relating to the subject matter domain, a set of style-intention rules, the set of style-intention rules including the style-intention rule, the style-intention rule relating a selected intention from the taxonomy of intentions with a selected linguistic style in the set of linguistic styles to indicate that the selected intention is present where the selected linguistic style appears in any information related to the subject matter domain; computer usable code for mapping a first intention information to the first style using a first style-intention rule, and a second intention information to the second style using a second style-intention rule; and computer usable code for tagging a complete grammatical construct in the subset with the first intention information responsive to a weight associated with the first intention information exceeding an intention selection threshold.
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Specification