Abstract: A graphical user interface displays inventory data that has been determined based on user supplied data and merchant supplied data. When a user searches for a product on a search engine computing system, the search engine computing system associates the searched items with the user. The search engine computing system logs if a user visits a local merchant location associated with the searched product. The search engine computing system requests inventory data from the user for the product at the local merchant location. The search engine computing system aggregates the user response with other user responses and incorporates the responses with the inventory data provided by the merchant. The inventory display may include one or more inventory metrics to provide more useful inventory data to the user.

Abstract: A graphical user interface displays inventory data that has been determined based on user supplied data and merchant supplied data. When a user searches for a product on a search engine computing system, the search engine computing system associates the searched items with the user. The search engine computing system logs if a user visits a local merchant location associated with the searched product. The search engine computing system requests inventory data from the user for the product at the local merchant location. The search engine computing system aggregates the user response with other user responses and incorporates the responses with the inventory data provided by the merchant. The inventory display may include one or more inventory metrics to provide more useful inventory data to the user.

Abstract: A graphical user interface displays inventory data that has been determined based on user supplied data and merchant supplied data. When a user searches for a product on a search engine computing system, the search engine computing system associates the searched items with the user. The search engine computing system logs if a user visits a local merchant location associated with the searched product. The search engine computing system requests inventory data from the user for the product at the local merchant location. The search engine computing system aggregates the user response with other user responses and incorporates the responses with the inventory data provided by the merchant. The inventory display may include one or more inventory metrics to provide more useful inventory data to the user.

Abstract: A graphical user interface displays inventory data that has been determined based on user supplied data and merchant supplied data. When a user searches for a product on a search engine computing system, the search engine computing system associates the searched items with the user. The search engine computing system logs if a user visits a local merchant location associated with the searched product. The search engine computing system requests inventory data from the user for the product at the local merchant location. The search engine computing system aggregates the user response with other user responses and incorporates the responses with the inventory data provided by the merchant. The inventory display may include one or more inventory metrics to provide more useful inventory data to the user.

Abstract: A computer implemented method, apparatus, and computer usable program code for multimodal cross-vocabulary mapping. A corpus of multimodal content is annotated simultaneously using annotations from a plurality of vocabularies to form a set of common annotations. Relationships between a first vocabulary associated with a first modality and a second vocabulary associated with a second modality are identified using the set of common annotations to form a multimodal vocabulary mapping. Items in the first vocabulary associated with the first modality are mapped to items in the second vocabulary associated with the second modality using the multimodal vocabulary mapping.

Abstract: A computer implemented method, apparatus, and computer usable program code for multimodal cross-vocabulary mapping. A corpus of multimodal content is annotated simultaneously using annotations from a plurality of vocabularies to form a set of common annotations. Relationships between a first vocabulary associated with a first modality and a second vocabulary associated with a second modality are identified using the set of common annotations to form a multimodal vocabulary mapping. Items in the first vocabulary associated with the first modality are mapped to items in the second vocabulary associated with the second modality using the multimodal vocabulary mapping.