SEMANTIC PLACE LABELS

摘要

The subject disclosure is directed towards automatically labeling location-related information such as corresponding to GPS data or the like with a semantic label. A classifier trained with machine learning is provided with feature data corresponding to the location-related information and other features, such as user demographics data of a person associated with location-related information. The semantic label is received from the classifier, and associated with the location-related information. Other features may be used, such as other egocentric features corresponding to a person's particular visit, features from a sequence of visits, and/or features from other user information. The semantic label may be used to trigger an action, label a location on a map or the like, and so on.

主权项

1. A method performed at least in part on at least one processor, comprising, labeling location-related information with a semantic label, including providing feature data corresponding to the location-related information to a classifier trained via machine learning, the feature data including user demographics data of a person associated with location-related information, receiving a semantic label from the classifier, and associating the semantic label with the location-related information.