INTENTION DETECTION IN DOMAIN-SPECIFIC INFORMATION
First Claim
1. A method for intention detection in information, the method comprising:
- 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;
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;
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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Accused Products
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
20 Claims
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1. A method for intention detection in information, the method comprising:
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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; 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; 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, 10)
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11. 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:
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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 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 (12, 13, 14, 15, 16, 17, 18, 19)
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20. A data processing system for intention detection in information, the data processing system comprising:
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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 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