Abstract: Systems and methods are disclosed to implement an item metric prediction system that predicts a metric for an item using a feature-based model built using other similar items. In embodiments, the system is used to predict item influence values (IIVs) of items indicating an expected amount of subsequent transactions that is caused by an initial transaction of the items. In embodiments, a sample of item transaction data is distributed to a plurality of task nodes, which execute in parallel to determine the items' observed IIVs from the transaction data. Subsequently, a new IIV is determined for an item whose observed IIV has a low confidence level. A set of similar items is selected, and a set of parameters of a feature-based model are tuned to fit the model to the observed IIVs of the similar items. A new IIV having a high confidence level is then obtained using the model.

Abstract: In one example, a method for multimodal human-machine interaction includes sensing a body posture of a participant using a camera (605) and evaluating the body posture to determine a posture-based probability of communication modalities from the participant (610). The method further includes detecting control input through a communication modality from the participant to the multimedia device (615) and weighting the control input by the posture-based probability (620).

Abstract: In one example, a method for image triggered transactions includes capturing an image of a document with an imaging device and searching a database for a template matching the captured image. If a matching template is found for the captured image, then retrieving pre-authored tasks associated with the captured image, extracting fields from the image related to the tasks, processing the extracted fields to obtain content to complete the tasks; and executing the selected task. If a matching template is not found for the captured image, then an authoring application is launched to add the captured image as a new template and author tasks associated with the captured image.

Abstract: A user interface device (105) comprising a camera (110, 205) that captures an image of a user's (115) face and fingers (125) and a processor (210, 230) that determines the spatial location of the user's (115) farcical features (120) and fingers (125) using the captured image, in which the processor (210, 230) further determines where on a screen (130) of the user interface device (105) the user (115) is viewing and in which the processor (210, 230) monitors the user's (115) facial features (120) and fingers (125) for indications of manipulation of on-screen content of the user interface device (105).

Abstract: Systems, methods, and machine readable and executable instructions are provided for hand gesture recognition. A method for hand gesture recognition can include detecting, with an image input device in communication with a computing device, movement of an object. A hand pose associated with the moving object is recognized and a response corresponding to the hand pose is initiated.

Abstract: In one example, a method for multimodal human-machine interaction includes sensing a body posture of a participant using a camera (605) and evaluating the body posture to determine a posture-based probability of communication modalities from the participant (610). The method further includes detecting control input through a communication modality from the participant to the multimedia device (615) and weighting the control input by the posture-based probability (620).

Abstract: In one example, a method for image triggered transactions includes capturing an image of a document with an imaging device and searching a database for a template matching the captured image. If a matching template is found for the captured image, then retrieving pre-authored tasks associated with the captured image, extracting fields from the image related to the tasks, processing the extracted fields to obtain content to complete the tasks; and executing the selected task. If a matching template is not found for the captured image, then an authoring application is launched to add the captured image as a new template and author tasks associated with the captured image.

Abstract: Presented is a method of adapting user interface elements. The method includes identifying state of a computer application, adapting one or more user interface elements associated with the computer application based on the state of the computer application, and displaying the one or more user interface elements.

Abstract: A media sheet is scanned. The media sheet has an image and an annotation. The annotation indicates a functionality to be performed in relation to the image. The annotation on the media sheet as scanned is detected. The functionality to be performed in relation to the image is determined in correspondence to the annotation detected on the media sheet. The functionality to which the annotation corresponds is performed in relation to the image.

Abstract: A method and system for attention-free user input on a computing device is described that allows the recognition of a user input irrespective of the area of entry of the user input on a writing surface (such as a digitizer) without the user having to make a visual contact with the writing surface.

Abstract: Provided is a method of assigning user interaction controls. The method assigns, in a scenario where multiple co-present users are simultaneously providing user inputs to a computing device, a first level of user interaction controls related to an object on the computing device to a single user and a second level of user interaction controls related to the object to all co-present simultaneous users of the computing device.

Abstract: A video sequence is played and the video sequence may be displayed on a visual output device. A user attention level is calculated for a section of the video sequence, and the user attention level is associated with the section of the video sequence.

Abstract: The present application discloses a method for generating a shortcut for launching computer program functionality on a computer. The method comprises the steps of monitoring a sequence of user actions resulting in the launch of the functionality; determining a launch frequency of the functionality; determining a complexity rating for the launch; comparing the launch frequency and the complexity rating with a predefined criterion; and generating the shortcut for activating the functionality if the predefined criterion is met. The present application further discloses a computer program product implementing the above method and a computer comprising such a computer program.

Abstract: A document scanner comprises a scan bed, and a processor means which is adapted to: analyse a scanned image to detect one or more defined markings on the scanned document in addition to and adjacent the document content desired to be scanned by the user; and in response to detection of one or more defined markings, to control the document scanner in response to the defined markings.

Abstract: Systems, methods, and machine readable and executable instructions are provided for hand gesture recognition. A method for hand gesture recognition can include detecting, with an image input device in communication with a computing device, movement of an object. A hand pose associated with the moving object is recognized and a response corresponding to the hand pose is initiated.

Abstract: A computer-implemented method for generating a search query for searching a source of data is disclosed. The method comprises: a) receiving image and/or text data; b) extracting one or more search query parameters from the image and/or text data; and c) generating the search query from the or each extracted parameter.

Abstract: Presented is a method of adapting user interface elements. The method includes identifying state of a computer application, adapting one or more user interface elements associated with the computer application based on the state of the computer application, and displaying the one or more user interface elements.

Abstract: A media sheet is scanned. The media sheet has an image and an annotation. The annotation indicates a functionality to be performed in relation to the image. The annotation on the media sheet as scanned is detected. The functionality to be performed in relation to the image is determined in correspondence to the annotation detected on the media sheet. The functionality to which the annotation corresponds is performed in relation to the image.

Abstract: The present application discloses a method for generating a shortcut for launching computer program functionality on a computer. The method comprises the steps of monitoring a sequence of user actions resulting in the launch of the functionality; determining a launch frequency of the functionality; determining a complexity rating for the launch; comparing the launch frequency and the complexity rating with a predefined criterion; and generating the shortcut for activating the functionality if the predefined criterion is met. The present application further discloses a computer program product implementing the above method and a computer comprising such a computer program.

Abstract: A document scanner comprises a scan bed, and a processor means which is adapted to: analyse a scanned image to detect one or more defined markings on the scanned document in addition to and adjacent the document content desired to be scanned by the user; and in response to detection of one or more defined markings, to control the document scanner in response to the defined markings.