Abstract: Techniques for assigning a gesture dictionary in a gesture-based system to a user comprise capturing data representative of a user in a physical space. In a gesture-based system, gestures may control aspects of a computing environment or application, where the gestures may be derived from a user's position or movement in a physical space. In an example embodiment, the system may monitor a user's gestures and select a particular gesture dictionary in response to the manner in which the user performs the gestures. The gesture dictionary may be assigned in real time with respect to the capture of the data representative of a user's gesture. The system may generate calibration tests for assigning a gesture dictionary. The system may track the user during a set of short gesture calibration tests and assign the gesture dictionary based on a compilation of the data captured that represents the user's gestures.

Abstract: A system that can enable the atomization of application functionality in connection with an activity-centric system is provided. The system can be utilized as a programmatic tool that decomposes an application's constituent functionality into atoms thereafter monitoring and aggregating atoms with respect to a particular activity. In doing so, the functionality of the system can be scaled based upon complexity and needs of the activity. Additionally, the system can be employed to monetize the atoms or activity capabilities based upon respective use.

Abstract: Apparatus and methods for improving touch-screen interface usability and accuracy by determining the trajectory of a pointer as it approaches the touch-screen and modifying the touch-screen display accordingly. The system may predict an object on the display the user is likely to select next. The system may designate this object as a Designated Target Object, or DTO. The system may modify the appearance of the DTO by, for example, changing the size of the DTO, or by changing its shape, style, coloring, perspective, positioning, etc.

Abstract: Techniques for creating breadcrumbs for a trail of activity are described. The trail of activity may be created by recording movement information based on inferred actions of walking, not walking, or changing floor levels. The movement information may be recorded with an accelerometer and a pressure sensor. A representation of a list of breadcrumbs may be visually displayed on a user interface of a mobile device, in a reverse order to retrace steps. In some implementations, a compass may additionally or alternatively be used to collect directional information relative to the earth's magnetic poles.

Abstract: A system that can automatically narrow the search space or recognition scope within an activity-centric environment based upon a current activity or set of activities is provided. In addition, the activity and context data can also be used to rank the results of the recognition or search activity. In accordance with the domain scoping, natural language processing (NLP) as well as other types of conversion and recognition systems can dynamically adjust to the scope of the activity or group of activities thereby increasing the recognition systems accuracy and usefulness. In operation, a user context, activity context, environment context and/or device profile can be employed to effectuate the scoping. As well, the system can combine context with extrinsic data, including but not limited to, calendar, profile, historical activity data, etc. in order to define the parameters for an appropriate scoping.

Abstract: A system that can identify, create, update and/or process a workflow based upon a current, past or future activity is disclosed. A ‘workflow’ can be defined as an activity flow that includes interaction with, or assignment of work to, people, devices, or services by a single individual or a group of individuals. Once a workflow is determined in accordance with the innovation, the system can inform other users or groups that are performing, or intend to perform, a similar or like activity. In establishing the workflow, the innovation can operate in an ad hoc or authored manner. As well, the system can employ a combination of either ad hoc or authored mechanisms in establishment of the workflow.

Abstract: A numbering scheme is disclosed for implementation in the context of an application display. A user is able to select an item on the display by speaking a number corresponding to a desired control item. In some cases, the screen can include so many numbers that the user loses context and is unable to identify which number they want to select. For this reason, in one embodiment, a temporal switching mechanism is implemented wherein periodic switches (e.g., second-long intervals) occur between showing numbered items and showing a non-numbered screen. In one embodiment, an optional secondary confirmation step is implemented wherein the user sees only the item they just selected and has the chance to (a) learn the programmatic name of the item they selected and/or (b) either confirm and proceed with their selection, or cancel. In one embodiment, the optional secondary confirmation step is omitted if the user speaks a number followed by a predetermined command word.

Abstract: A portable wireless-enabled system includes an input transducer (for example, a microphone), an output transducer (for example, a speaker) and a wireless transceiver system. Also included, is a memory having a programmable user speech profile. A processor system controls operation of the input transducer, the output transducer, the wireless transceiver system and the memory.

Abstract: A system and method for positioning a software User Interface (UI) window on a display screen is provided, wherein the method includes displaying the software UI window on the display screen and identifying at least one suitable location on the display screen responsive to an active target window area of a target application UI window. The method further includes determining whether the software UI window is disposed at the at least one suitable location on the display screen and if the software UI window is disposed in a location other than the at least one suitable location on the display screen, positioning the software UI window at the at least one suitable location on the display screen.

Abstract: A system that can integrate activities across machines and/or devices is disclosed. The innovation can be used in an “asynchronous” manner that enables a user to move or direct a set of activities and/or tasks within an activity from one device to another. Further, the system can facilitate adapting user interface factors with respect to a particular device such that a user can “synchronously” utilize all devices for the given activities and/or tasks. In other words, the “synchronous” scenario enables a user to share activity information between devices when simultaneously utilizing multiple devices in accordance with a particular activity.

Abstract: Technologies, systems, and methods for context-aware adaptation of user interface where monitored context includes ambient environmental and temporal conditions, user state, and the like. For example, when a user has been using an application for a long time, ambient lighting conditions are becoming darker, and the user is inferred to be experiencing increased eye strain and fatigue, the user interface may be adapted by increasing the contrast. Such adaptation may be based on rules, pre-defined or otherwise. The processing of sensor data typically results in context codes and detection of context patterns that may be used to adapt user interface for an optimized user experience.

Abstract: A method of interacting with a speech recognition (SR)-enabled personal computer (PC) is provided in which a user SR profile is transferred from a wireless-enabled device to the SR-enabled PC. Interaction with SR applications, on the SR-enabled PC, is carried out by transmitting speech signals wirelessly to the SR-enabled PC. The transmitted speech signals are recognized with the help of the transferred user SR profile.

Abstract: User introspection is provided to help users achieve goals (e.g., work goals, personal goals) and become more effective at performing tasks. Activities can be monitored, logged, and compared to a set of goals or tasks. Feedback can be provided if a user has deviated from a specified goal or task, in the form of a recommendation as to a next action, or based upon user-defined criteria. Feedback can also be provided based on a multitude of parameters that can include prioritized goal definition and refinement, task avoidance behavior detection, baseline activity analysis (e.g. historical data), base-line capacity (personal and/or comparison to others), task reacquisition, etc.

Abstract: A unique monitoring system and method is provided that involves monitoring user activity in order to facilitate managing and optimizing the utilization of various system resources. In particular, the system can monitor user activity, detect when users need assistance with their specific activities, and identify at least one other user that can assist them. Assistance can be in the form of answering questions, providing guidance to the user as the user completes the activity, or completing the activity such as in the case of taking on an assigned activity. In addition, the system can aggregate activity data across users and/or devices. As a result, problems with activity templates or activities themselves can be more readily identified, user performance can be readily compared, and users can communicate and exchange information regarding similar activity experiences. Furthermore, synchronicity and time-sensitive scheduling of activities between users can be facilitated and improved overall.

Abstract: A system that can automatically narrow the search space or recognition scope within an activity-centric environment based upon a current activity or set of activities is provided. In addition, the activity and context data can also be used to rank the results of the recognition or search activity. In accordance with the domain scoping, natural language processing (NLP) as well as other types of conversion and recognition systems can dynamically adjust to the scope of the activity or group of activities thereby increasing the recognition systems accuracy and usefulness. In operation, a user context, activity context, environment context and/or device profile can be employed to effectuate the scoping. As well, the system can combine context with extrinsic data, including but not limited to, calendar, profile, historical activity data, etc. in order to define the parameters for an appropriate scoping.

Abstract: The innovation enables “total system” experiences for activities and activity-specialized experiences for applications and gadgets that allow them to align more closely with the user, his work, and his goals. In particular, the system provides for dynamically changing the user interface (UI) of the system level shell (“desktop”), of applications, and of standalone UI parts (“gadgets”), based upon a current (or future) activity of the user and other context data. The system can consider context data that includes extended activity data, information about the user's state, and information about the current environment. Preprogrammed and/or inferred rules can be used to decide how to adapt the UI based upon the activity. These rules can include, user rules, group rules, and device rules. Additionally, activities and applications can also participate in the decision of how to adapt the UI.

Abstract: A system that can log user actions associated with an activity is disclosed. For example, the system can maintain a log of user keystrokes, files accessed, files opened, files created, websites visited, communication events (e.g., phone calls, instant messaging communications), etc. Additionally, the system can log extrinsic data (e.g., context data) associated with the user actions. As well, these logged actions can be aggregated, synchronized and/or shared between multiple users and/or devices.

Abstract: A system that enables generation and/or modification of an activity template is disclosed. The activity template describes overall actions and resources associated with an activity. The system can automatically convert activity logs into recipes thereby reducing effort in activity reproduction. Self-tuning via machine learning-based algorithms can be employed thereby dynamically altering the template in accordance with on-going or historical user action.

Abstract: A system that can enable the atomization of application functionality in connection with an activity-centric system is provided. The system can be utilized as a programmatic tool that decomposes an application's constituent functionality into atoms thereafter monitoring and aggregating atoms with respect to a particular activity. In doing so, the functionality of the system can be scaled based upon complexity and needs of the activity. Additionally, the system can be employed to monetize the atoms or activity capabilities based upon respective use.

Abstract: A system that can identify, create, update and/or process a workflow based upon a current, past or future activity is disclosed. A ‘workflow’ can be defined as an activity flow that includes interaction with, or assignment of work to, people, devices, or services by a single individual or a group of individuals. Once a workflow is determined in accordance with the innovation, the system can inform other users or groups that are performing, or intend to perform, a similar or like activity. In establishing the workflow, the innovation can operate in an ad hoc or authored manner. As well, the system can employ a combination of either ad hoc or authored mechanisms in establishment of the workflow.