Deriving dynamic consumer defined product attributes from input queries
Methods and systems of defining product attributes may involve receiving a search query and extracting a user expectation from the search query. In addition, an attribute may be defined for a product based on the user expectation. In one example, consumer generated content such as forum content, review content, blog content and social networking content, is used to define the attribute.
1. A computer program product comprising:
a non-transitory computer readable storage medium; and
computer usable code stored on the non-transitory computer readable storage medium, where, if executed by a processor, the computer usable code causes a computer to:
receive a search query;
distinguish one or more nouns in the search query from a product in the search query;
identify one or more synonyms associated with the one or more nouns;
extract a user expectation from the search query based on the one or more nouns and the one or more synonyms;
mine consumer generated content for at least one of the product and the user expectation;
determine an occurrence frequency of at least one of the product and the user expectation in the consumer generated content;
generate an attribute for the product based on the user expectation if the occurrence frequency exceeds a threshold and the attribute is not present in a product catalog;
add metadata to the attribute, wherein the metadata is to include at least one of occurrence frequency data and opinion data;
add the attribute to the product catalog;
conduct a search of the product catalog based on the search query; and
generate a result based on the search.
2. The computer program product of claim 1 , wherein at least one of forum content, review content, blog content and social networking content is to be mined for the user expectation.
3. The computer program product of claim 1 , wherein, if executed by a processor, the computer program product causes a computer to consult one or more sentiment rules to determine the occurrence frequency.
4. The computer program product of claim 1 , wherein if executed by a processor, the computer program product causes a computer to consult an industry-specific knowledge base to extract the user expectation.
5. A computer program product comprising:
a non-transitory computer readable storage medium; and
computer usable code stored on the non-transitory computer readable storage medium, where, if executed by a processor, the computer usable code causes a computer to:
receive a search query;
extract a user expectation from the search query;
mine consumer generated content for at least one of a product and the user expectation;
determine an occurrence frequency of at least one of the product and the user expectation in the consumer generated content; and
generate an attribute for the product based on the user expectation if the occurrence frequency exceeds a threshold and the attribute is not present in a product catalog.
6. The computer program product of claim 5 , wherein, if executed by a processor, the computer usable code causes a computer to add metadata to the attribute, wherein the metadata includes at least one of occurrence frequency data and opinion data.
7. The computer program product of claim 5 , wherein at least one of forum content, review content, blog content and social networking content is to be mined for the user expectation.
8. The computer program product of claim 5 , wherein, if executed by a processor, the computer usable code causes a computer to:
add the attribute to the product catalog;
conduct a search of the product catalog based on the search query; and
generate a result based on the search.
9. The computer program product of claim 5 , wherein, if executed by a processor, the computer usable code causes a computer to consult one or more sentiment rules to determine the occurrence frequency.
10. The computer program product of claim 5 , wherein, if executed by a processor, the computer usable code causes a computer to:
distinguish one or more nouns in the search query from the product; and
identify one or more synonyms associated with the one or more nouns.
11. The computer program product of claim 5 , wherein, if executed by a processor, the computer usable code consults an industry-specific knowledge base to extract the user expectation.