Presentation of items based on a theme

摘要

Queries submitted by users when interacting with a network-based system may be analyzed by a query mining machine that determines a theme common to the submitted queries. The machine accesses the submitted queries and identifies a portion of the submitted queries as corresponding to the theme. Identification of the portion may include determining a strength score of a submitted query, where the strength score indicates a degree of influence that the submitted query is to have on the identifying of the portion. The machine generates a thematic query based on the identified portion and obtains search results by executing the thematic query. The search results correspond to a group of items. The machine presents at least some of the group of items as a collection that corresponds to the theme (e.g., within a temporary electronic storefront).

主权项

1. A method comprising:
accessing a plurality of submitted queries aggregated from a plurality of users; identifying one or more of the plurality of submitted queries as corresponding to a theme by
determining a strength score of each of one or more of the plurality of submitted queries,
the strength score indicating a pertinence of a corresponding submitted query to the theme, the identifying being performed by a processor; generating a thematic query based on the one or more identified
submitted queries and one or more of the determined strength scores; obtaining search results by executing the thematic query,
the search results referencing a plurality of items that each correspond to the theme; and presenting at least some of the plurality of items in a single collection that corresponds to the theme.