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 executed by a processor, the computer usable code causes a computer to:
receive a search query by a user that is to include a stated expectation with respect to a general product to be identified in the search query by a general product type;
parse the search query to identify an intensifier that is to indicate a quality of interest to the user for the product and to distinguish between the product and the stated expectation;
dynamically define an attribute for the product distinguished by the parse or a synonym thereof, wherein the defined attribute is to include the stated expectation distinguished by the parse or a synonym thereof;
filter consumer generated content using the defined attribute to obtain one or more specific products to be identified in the search results by a manufacturer of the one or more specific products;
rate the one or more specific products based on one or more opinions that are to mention the defined attribute to be expressed in the consumer generated content to identify in the search results closest matching specific products for the general product; and
present the search results to the user including the closest matching specific products identified by the manufacturer.
2. The computer program product of claim 1 , wherein executed by a processor, the computer usable code causes a computer to assign a rank specific to the defined attribute to the one or more specific products based on the one or more opinions expressed in the consumer generated content.
3. The computer program product of claim 1 , wherein the consumer generated content is to include at least one of forum content, review content, blog content and social networking content.
4. The computer program product of claim 1 , wherein executed by a processor, the computer usable code causes a computer to filter the consumer generated content based on contextual information to obtain the one or more specific products.
5. The computer program product of claim 4 , wherein executed by a processor, the computer usable code causes a computer to:
consult a sentiment rule to determine a relevance of the consumer generated content to the search query; and
disregard irrelevant consumer generated content based on the sentiment rule, wherein at least one irrelevant consumer generated content is to lack correct context information.
6. The computer program product of claim 1 , wherein executed by a processor, the computer usable code causes a computer to populate the defined attribute for another product in a same category as the product.
7. The computer program product of claim 1 , wherein executed by a processor, the computer usable code causes a computer rate the one or more products based on one or more opinions that are to mention a synonym of the defined attribute to be expressed in the consumer generated content.
8. A method comprising utilizing a processor to implement:
receiving a search query by a user that includes a stated expectation with respect to a general product to be identified in the search query by a general product type;
parsing the search query to identify an intensifier that is to indicate a quality of interest to the user for the product and to distinguish between the product and the stated expectation;
dynamically defining an attribute for the product distinguished by the parse or a synonym thereof, wherein the defined attribute is to include the stated expectation distinguished by the parse or a synonym thereof;
filtering consumer generated content using the defined attribute to obtain one or more specific products to be identified in the search results by a manufacturer of the one or more specific products;
rating the one or more specific products based on one or more opinions that mention the defined attribute expressed in the consumer generated content to identify in the search results closest matching specific products for the general product; and
presenting the search results to the user including the closest matching specific products identified by the manufacturer.
9. The method of claim 8 , further including assigning a rank specific to the defined attribute to the one or more specific products based on the one or more opinions expressed in the consumer generated content.
10. The method of claim 8 , wherein the consumer generated content includes at least one of forum content, review content, blog content and social networking content.
11. An apparatus comprising a processor to:
receive a search query by a user that is to include a stated expectation with respect to a general product to be identified in the search query by a general product type;
parse the search query to identify an intensifier that is to indicate a quality of interest to the user for the product and to distinguish between the product and the stated expectation;
dynamically define an attribute for the product distinguished by the parse or a synonym thereof, wherein the defined attribute is to include the stated expectation distinguished by the parse or a synonym thereof;
filter consumer generated content using the defined attribute to obtain one or more specific products to be identified in the search results by a manufacturer of the one or more specific products;
rate the one or more specific products based on one or more opinions that are to mention the defined attribute to be expressed in the consumer generated content to identify in the search results closest matching specific products for the general product; and
present the search results to the user including the closest matching specific products identified by the manufacturer.
12. The apparatus of claim 11 , wherein the processor is to assign a rank specific to the defined attribute to the one or more specific products based on the one or more opinions expressed in the consumer generated content.
13. The apparatus of claim 11 , wherein the consumer generated content is to include at least one of forum content, review content, blog content and social networking content.