A method to generated a chart recommendation based on machine understanding of spreadsheet data, including determining a set of data that each include content of a cell of one or more cells in a column of a spreadsheet presented to a user. The method further determines an entity type associated with the column based on the set of data. The entity type represents a semantic meaning of the set of data in the column of the spreadsheet. The method further identifies at least one of a plurality of charts that is relevant to the entity type associated with the column. The method then provides the identified chart for presentation to the user.

In coaching with the purpose of creating a document in mind, data containing question group related to components of the document, a question of details, and a question of another topic is included, an increase/decrease of information amount of the answers of the writer is estimated from a writer's past answers and a current answer, and a next question is selected based on the estimation result.

In coaching with the purpose of creating a document in mind, data containing question group related to components of the document, a question of details, and a question of another topic is included, an increase/decrease of information amount of the answers of the writer is estimated from a writer's past answers and a current answer, and a next question is selected based on the estimation result.

An inventory control system comprises an object storage device, a display device, and one or more processors. The object storage device includes a plurality of compartments, in which each compartment has a plurality of storage locations for storing objects. The display device is configured to display information about the object storage device. The one or more processors are configured to establish a description database of objects configured for storage in the inventory control system. The one or more processors retrieve object keywords corresponding to objects stored in the plurality of storage locations of one of the plurality of compartments. The one or more processors also generate a text block based on the retrieved object keywords. On the display device, the one or more processors display a representation of the plurality of compartments of the object storage device with the text block applied to the one of the plurality of compartments.

An inventory control system comprises an object storage device, a display device, and one or more processors. The object storage device includes a plurality of compartments, in which each compartment has a plurality of storage locations for storing objects. The display device is configured to display information about the object storage device. The one or more processors are configured to establish a description database of objects configured for storage in the inventory control system. The one or more processors retrieve object keywords corresponding to objects stored in the plurality of storage locations of one of the plurality of compartments. The one or more processors also generate a text block based on the retrieved object keywords. On the display device, the one or more processors display a representation of the plurality of compartments of the object storage device with the text block applied to the one of the plurality of compartments.

The disclosed methods and apparatus provide venues such as merchandising, service, or cultural venues with the opportunity to widen the circle of patrons by annotating images captured at or nearby the venues with information about the venues. Venues may build patron loyalty by rewarding patrons who transmit or post the images, as well as those who view the annotated images. The annotations may serve as advertisements and marketing tools.

The disclosed methods and apparatus provide venues such as merchandising, service, or cultural venues with the opportunity to widen the circle of patrons by annotating images captured at or nearby the venues with information about the venues. Venues may build patron loyalty by rewarding patrons who transmit or post the images, as well as those who view the annotated images. The annotations may serve as advertisements and marketing tools.

A system for automatically annotating a map includes: a robot; a server operably connected to the robot; file storage configured to store files, the file storage operably connected to the server; an annotations database operably connected to the server, the annotations database comprising map annotations; an automatic map annotation service operably connected to the server, the automatic map annotation service configured to automatically do one or more of create a map of an item of interest and annotate a map of an item of interest; a queue of annotation requests operably connected to the automatic annotation service; and a computer operably connected to the server, the computer comprising a graphic user interface (GUI) usable by a human user.

A system for automatically annotating a map includes: a robot; a server operably connected to the robot; file storage configured to store files, the file storage operably connected to the server; an annotations database operably connected to the server, the annotations database comprising map annotations; an automatic map annotation service operably connected to the server, the automatic map annotation service configured to automatically do one or more of create a map of an item of interest and annotate a map of an item of interest; a queue of annotation requests operably connected to the automatic annotation service; and a computer operably connected to the server, the computer comprising a graphic user interface (GUI) usable by a human user.

Disclosed are systems and methods for translation comments flowback. In some embodiments, the method includes the steps of: obtaining a first document associated with a primary document, the primary document in a primary language, the first document comprising one or more translated sections in a first language, the one or more translated sections being mapped to one or more sections in the primary document via a content identifier, the first language being different from the primary language; transmitting the first document to a first user for review; receiving a first input associated with the one or more translated sections in the first document from the first user; and populating the first input to the primary document based on the content identifier.