Abstract: Systems and methods for predicting language dialects for a user to improve a user interface of an application are disclosed. In one embodiment, a system receives a request to determine a default dialect for an application executing on a user device. The system acquires user information corresponding to a user of the user device. Based on the user information and using a clustering algorithm, the system assigns the user to a cluster associated with a dialect. The system provides the dialect to the user device for display in a user interface as part of a sliding scale of selectable dialects of the application such that the dialect is provided as the default dialect for text and other message communications in the application. The system learns from the user's choice of dialect to provide more accurate dialect predictions in the future for other users.

Abstract: Systems and methods for predicting language dialects for a user to improve a user interface of an application are disclosed. In one embodiment, a system receives a request to determine a default dialect for an application executing on a user device. The system acquires user information corresponding to a user of the user device. Based on the user information and using a clustering algorithm, the system assigns the user to a cluster associated with a dialect. The system provides the dialect to the user device for display in a user interface as part of a sliding scale of selectable dialects of the application such that the dialect is provided as the default dialect for text and other message communications in the application. The system learns from the user's choice of dialect to provide more accurate dialect predictions in the future for other users.

Abstract: A timber frame panel (10) comprising a plurality of framing members (14, 16) which form a perimeter of a window opening (12), wherein at least one of the framing members (14, 16) has guidance means (40) provided thereon, and wherein the timber frame panel (10) includes a window unit 30 slidably attached to said at least one of the framing members (14, 16) by said guidance means (40) such that the entire window unit (30) can move from a first position substantially within the timber frame panel (10) to a second position in which part of the window unit (30) projects beyond the timber frame panel (10).