Abstract: A method may include receiving a textual input. Topics associated with the textual input and top words associated with each of the topics may be generated by way of Latent Dirichlet Allocation (LDA) topic modeling. Relevance weights may be generated for each emotion associated with the topics generated by the LDA topic modeling. Emotion weights associated with the textual input may be output. The emotion weights may be based, at least in part, on the relevance weights.

Abstract: A method may include extracting feature information from a user history including multiple goal messages. Each of the multiple goal messages may include visual media and text, and may be associated with a goal indicated as completed. Extracting the feature information from the user history may include performing feature detection on the visual media of the multiple goal messages. The feature information from the user history may be analyzed for correlations between features and the completion indications of the associated goals. Feature information may be extracted from a generic goal message. A probability of a user indicating completion of a goal associated with the generic goal message may be determined based at least in part on the feature information from the generic goal message and the correlations between the features included in the multiple goal messages and the indications of the associated goals having been completed.

Abstract: A method to create and to link user profiles in a social networking system may include dynamically determining a current progress level of a first user with respect to a goal of the first user based on data received from a sensor or user input. The method may include, in response to determining that the current progress level of the first user satisfies the threshold progress level with respect to a goal of the first user, changing a user profile of the first user to include an indication that the first user has reached an achievement level with respect to the goal of the first user. The method may include selecting the user profile of the first user of the social networking system from multiple user profiles of other users of the social networking system based on the indication and presenting the user profile to a second user.

Abstract: A construction toy includes a housing and a connector coupled to the housing. The connector may be configured to selectively couple the construction toy to a second construction toy. The connector may be adjustable between at least two connectivity states. The construction toy may also include an operating assembly configured to adjust the connector between the at least two connectivity states. The construction toy may further include a power source configured to supply power to at least the operating assembly.

Abstract: A method includes receiving input data pertaining to a user. Based on the input data, the method includes rendering a graphical user interface (GUI) that includes an initial icon arrangement (arrangement) presentable in a virtual environment. The initial icon arrangement includes a set of icons representative of portions of an overall time period represented by the initial icon arrangement. The method includes determining whether a portion of the input data is representable in the initial icon arrangement. If so, the method includes quantifying the second portion of the input data with a target and a timeframe, associating the target and the timeframe with the second portion of the input data, modifying icons in the arrangement that correspond to the timeframe to represent the target, rendering the modified icons as an opportunity layer on the arrangement, and displaying the arrangement with the opportunity layer in the virtual environment.

Abstract: A system includes a memory and a processor operatively coupled to the memory. The processor being configured to execute instructions to monitor a behavior of a player of a first construction toy. The first construction toy includes at least one sensor to detect a first construction made by the player between the first construction toy and a second construction toy. The processor being further configured to record the first construction made by the player between the first construction toy and the second construction toy. The processor also being configured to identify a preexisting second construction that is similar to the first construction. The processor being configured to group all the constructions. The processor being further configured to determine a behavior variability and a complexity level for the player based on the construction operations and structures.

Abstract: A method includes acquiring individual assessment data that comprises behavior from player of a construction toy. The construction toy includes at least one sensor to detect an activity of the player with the construction toy. The method further includes determining a goal for the player based on the individual assessment data and a set of group assessment data. The method also includes providing a teaching based on the goal. The method includes permitting the player to play with the construction toy with reduced monitoring or intervention by the processing device during a free play period. The method further includes in response to a determination that free play period is over, prompting the player to perform an activity based on the goal. The method also includes in response to a determination that the player has completed the activity, providing a first reinforcement message to the player.

Abstract: A method to change a behavior of a user includes receiving state data indicative of a current state of a user. The method includes receiving sensor data generated by one or more sensors, the sensor data indicative of one or more behaviors of the user. The method includes receiving payment from the user to purchase a virtual attribute, at least a portion of the payment to be returned to the user responsive to an improvement to the one or more behaviors over an earn-back time period. The method includes determining a behavior-based virtual attribute of the user based on the sensor data. The method includes estimating a future state of the user from the current state of the user, the behavior-based virtual attribute, and the purchased virtual attribute. The method includes generating graphical data including a visualization of the future state of the user to display to the user.

Abstract: A method and apparatus is disclosed herein for constructing security policies for content instrumentation against attacks. In one embodiment, the method comprises constructing one or more security policies for web content using at least one rewriting template, at least one edit automata policy, or at least one policy template; and rewriting a script program in a document to cause behavior resulting from execution of the script to conform to the one or more policies.

Abstract: The present disclosure may include a method of providing context to a question. The method may include obtaining an annotated question that includes a question variable as part of the annotated question. The question variable may include an attribute defining an information category that correspond with the question variable. The method may also include receiving real-time student-specific data of social media data, data from a biological sensor connected to the student, or GPS location, parsing the student-specific data to determine a subset of the student-specific data that belongs to the information category that corresponds with the question variable, and retrieving a context value from the subset of the student-specific data. The method may also include automatically generating a finalized question by replacing the question variable in the annotated question with the context value. The method may be performed for multiple students such that each student has a different finalized question.

Abstract: A method may include receiving a goal of a user. The method may also include obtaining progress data related to accomplishment of the goal by the user from a sensor. The method may further include determining, based on the progress data, a progress level of the first user. The progress level may correspond to progress of the first user with respect to accomplishment of the goal. Moreover, the method may include generating a conversation with the user by a virtual agent based on the progress level.

Abstract: A method may include determining a priority score for a directive based on a priority ranking of the directive. The directive may be associated with a goal of a user. The method may also include determining an opportunity score for the directive based on opportunity data related to opportunity of performance of the directive by the user. Additionally, the method may further include determining a total score for the directive based on the priority score and the opportunity score. Moreover, the method may also include presenting the directive to the user based on the total score. Further, the method may include crowdsourcing a plurality of goals entered by a plurality of other users and generating the goal based on crowdsourced input. The method may also include crowdsourcing a plurality of directives entered by a plurality of other users and generating the directive based on crowdsourced input.

Abstract: A method of dynamically adapting an environment may include collecting sensor data from a biological sensor and an environmental sensor. The method may also include, based on the sensor data, determining whether an optimal environmental state exists in an environment. The optimal environmental state may be defined in a health and wellness policy and may be configured to promote an optimal biological state of an individual in the environment. In response to the optimal environmental state not existing in the environment, the method may include identifying an environmental condition that differs from the optimal environmental state and generating a command configured to alter an operational state of an environmental device that affects the environmental condition.

Abstract: A method of operating an image-sensing device includes detecting a trigger. The method also includes, in response to detecting the trigger, changing an operating mode of the image-sensing device from a first operating mode having a first spatial resolution and a first temporal resolution to a second operating mode having a second spatial resolution and a second temporal resolution. The second spatial resolution may be lower than the first spatial resolution and the second temporal resolution may be higher than the first temporal resolution. The method may also include capturing video data in the second operating mode, the video data having the second spatial resolution and the second temporal resolution.

Abstract: A method of determining an adaptive interruption that is personalized for the user based on conditions of the user includes receiving data describing one or more conditions of a user. The method also includes determining an interruption state for the user based on the one or more conditions of the user and estimating that the user will act based on the interruption state. The method also includes, responsive to estimating that the user will act, determining an adaptive interruption that is personalized for the user based on the one or more conditions of the user.

Abstract: A method of determining an adaptive interruption that is personalized for the user based on conditions of the user includes receiving data describing one or more conditions of a user. The method also includes determining an interruption state for the user based on the one or more conditions of the user and estimating that the user will act based on the interruption state. The method also includes, responsive to estimating that the user will act, determining an adaptive interruption that is personalized for the user based on the one or more conditions of the user.

Abstract: A method of dynamically adapting an environment may include collecting sensor data from a biological sensor and an environmental sensor. The method may also include, based on the sensor data, determining whether an optimal environmental state exists in an environment. The optimal environmental state may be defined in a health and wellness policy and may be configured to promote an optimal biological state of an individual in the environment. In response to the optimal environmental state not existing in the environment, the method may include identifying an environmental condition that differs from the optimal environmental state and generating a command configured to alter an operational state of an environmental device that affects the environmental condition.

Abstract: According to an aspect of an embodiment, a method of measuring efficacy of an ergonomic intervention includes tracking a utilization of the ergonomic intervention over time and storing the utilization of the ergonomic intervention over time. The method further includes tracking a state of a user of the ergonomic intervention over time and storing the state of the user over time. The method further includes calculating an efficacy measurement based at least in part on the utilization of the ergonomic intervention over time and the state of the user over time.

Abstract: According to an aspect of an embodiment, a method of monitoring utilization of an adjustable workstation includes automatically tracking a state of the adjustable workstation over time. The method further includes storing the state of the adjustable workstation over time across multiple selected arrangements of the adjustable workstation.

Abstract: A method of operating an image-sensing device includes detecting a trigger. The method also includes, in response to detecting the trigger, changing an operating mode of the image-sensing device from a first operating mode having a first spatial resolution and a first temporal resolution to a second operating mode having a second spatial resolution and a second temporal resolution. The second spatial resolution may be lower than the first spatial resolution and the second temporal resolution may be higher than the first temporal resolution. The method may also include capturing video data in the second operating mode, the video data having the second spatial resolution and the second temporal resolution.