DETERMINING PRODUCT CATEGORIES BY MINING INTERACTION DATA IN CHAT TRANSCRIPTS
First Claim
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1. A computer implemented method for user analysis, comprising:
- providing a processor configured for obtaining a query from a user during a chat communication;
said processor configured for extracting keywords from the user query that describe products and product attributes;
said processor configured for mapping said keywords to abstract product categories;
said processor configured for inferring the user'"'"'s based on the abstract product categories; and
said processor configured for recommending offers for the user based on the abstract product categories and the user'"'"'s intent.
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Abstract
The propensity and intent of a user to make a purchase is predicted based on product search queries and chat streams. The contents of the data sources, including search queries and chat streams, are analyzed for product names and product attributes. The results of the analyses are used to predict user needs. Product names and attributes are extracted from the data sources. The extracted information is mapped onto abstract product categories. Based on the abstract product categories, offers for products and services are made to the user.
85 Citations
21 Claims
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1. A computer implemented method for user analysis, comprising:
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providing a processor configured for obtaining a query from a user during a chat communication; said processor configured for extracting keywords from the user query that describe products and product attributes; said processor configured for mapping said keywords to abstract product categories; said processor configured for inferring the user'"'"'s based on the abstract product categories; and said processor configured for recommending offers for the user based on the abstract product categories and the user'"'"'s intent. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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21. An apparatus for user analysis, comprising:
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a processor obtaining a query from a user during a chat communication; said processor extracting keywords from the user query that describe products and product attributes; said processor mapping said keywords to abstract product categories; said processor inferring the user'"'"'s based on the abstract product categories; and said processor recommending offers for the user based on the abstract product categories and the user'"'"'s intent.
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Specification