Abstract: A system that includes a wearable monitor for monitoring movement of a user. The wearable monitor includes at least one movement sensor configured to generate at least one measurement signal in response to movement of the user, and a wireless transmitter configured to wirelessly transmit measurement data generated based on the at least one measurement signal. The system includes a portable electronic device configured to wirelessly receive the measurement data transmitted by the wireless transmitter, and generate movement classification data comprising a movement classification for each of a plurality of time windows of the measurement data, wherein the movement classification data is generated based on a machine learned model of human movement.

Abstract: The present invention provides methods and systems for determining mental states of a user based on mental load index, comprising: analysing image data to identify feature(s) of at least one eye while presenting user with dynamic physiological-responsive stimuli; calculating, based on the identified feature(s), spatiotemporal fluctuations over time for the feature(s); calculating, based on the spatiotemporal fluctuations, spectral pattern(s) having a first and second frequency; calculating mental load pattern(s) by bounding ratio between the spectral patterns for the first and second frequencies in time interval(s) corresponding to stimuli level changes; identifying correlation between each mental load pattern(s) and the stimuli level in the time interval(s); and determining, based on the correlation, a mental load index comprising time interval(s) corresponding to a plurality of mental states identified by comparing each mental load pattern(s) to a threshold; and classifying mental state(s) based on the ment

Abstract: Learning systems and methods of the present disclosure include generating a text document based on a digital file, tokenizing the text document, generating a semantic model based on the tokenized text document using an unsupervised machine learning algorithm, assigning a plurality of passage scores to a corresponding plurality of passages of the tokenized text document, selecting one or more candidate knowledge items from the tokenized text document based on the plurality of passage scores, filtering the one or more candidate knowledge items based on user data, generating one or more structured learning assets based on the one or more filtered candidate knowledge items, generating an interaction based at least on the one or more structured learning assets, and transmitting the interaction to a user device. Each passage score is assigned based on a relationship between a corresponding passage and the semantic model.

Abstract: A physiotherapeutic protocol is provided to a user having an injury and includes providing access to the user to download or install a predetermined computing application and registering their particulars. A treatment protocol is determined for the user in response to user selection of one or more predetermined injuries, the protocol includes a plurality of sessions of physiotherapeutic treatment exercises and techniques. The user provides predetermined information corresponding to functional levels of the user about their injury or damaged site and establishing one or more initial user functional levels and are guided through the treatment protocol exercises and techniques in a predetermined order to treat their injury.

Abstract: A method and system for testing and improving a user's visual tracking skills and reaction time to a moving object includes simulating motion of an object by individually illuminating LEDs in longitudinal sequence along individually selectable paths having different positional approaches toward a target. A user activates a switch or interrupts a beam with the intent of terminating the sequence in time coincidence with illumination of a designated LED proximate the target. A microprocessor detects the time difference between illumination of the designated LED and termination of the sequence by the user as measure of the user's visual tracking and reaction time. In one embodiment the user is a baseball batter, the target is a home plate and the selectable paths are simulations of straight and breaking pitches.

Abstract: A breathing sequence may define a suggested breathing pattern. Input may be received at a user interface of a device to initiate the breathing sequence. The breathing sequence may include a configuration phase in which configuration information may be received. The configuration information may define a variable time period for the breathing sequence. The breathing sequence also may include a preliminary phase during which a first version of a fluctuating progress indicator may be presented on the user interface. The fluctuating progress indicator may include a plurality of variable visual characteristics and may fluctuate at a first cyclic rate. The breathing sequence may also include a breathing phase during which a second version of the fluctuating progress indicator may be presented. The second version of the fluctuating progress indicator may fluctuate at a second cyclic rate according to a breathing rate.

Abstract: The present invention consists of a Multimedia Fall Prevention system serving the fall prevention needs of older adults. Every year approximately 1 in 3 older adults who are over 65 will fall according to the Centers for Disease Control and Prevention. The first step in preventing falls is for each person to understand those elements of their personal characteristics that make them likely to fall. Next, they must be able to recognize situations that may cause them to fall. A system is disclosed that addresses each of these issues. The system is comprised of three separate components: a personal interview, one or more training sessions, and one or more evaluations.

Abstract: An avatar-incentive healthcare therapy system has a physiological monitor for generating a physiological parameter indicative of physical health. An academic test for generating a test score is indicative of mental acuity. The avatar has outward characteristics and game play capabilities proportional to the physiological health and the mental acuity so as to incentivize improved physical health and academic performance.

Abstract: A mechatronic training and simulation system and method of detecting and resolving complex control system errors in automation-driven process that replicates a scaled factory. The system provides student work stations that allow students to monitor, analyze and repair an automation-driven process. The automation-driven process includes at least one scaled model factory station simulator such as: a robot station, a warehouse station, a furnace processing station, and error checking color sorting station. A problem interjecting device to introduce errors to the automation-driven process through discrete I/O interfacing to interrupt process flow by breaking inputs and breaking outputs. Students at the student work stations, independently or concurrently, analyze and repair interruptions in automation-driven process through use of interface software and electrical measurement instruments.

Abstract: Systems and methods of improving reading fluency by presenting a virtual reading partner that takes turns reading aloud with a reader, are presented. First audio data comprising speech corresponding to the reader reading aloud from a first portion of a written transcript is received. The first audio data is processed to identify spoken words from the speech. The reader's speaking of the words in the first portion of the written transcript are compared to correct speaking of words in the first portion of the written transcript. A reading fluency of the reader is assessed. Second audio data comprising a pre-recorded narration of a second portion of the written transcript or automatically generated text to speech of the second portion is generated. The virtual reading partner is presented to the reader and takes turns reading aloud with the reader until the end of the written transcript has been reached.

Abstract: A question-and-answer application that displays topic-specific biographical information about users when presenting certain content elements is described. The topic-specific biographical information for a user may be displayed in various contexts, such as with an answer to a question on a question page for the question, or with information identifying a user who is following a question or a topic. With some embodiments, a user's topic-specific biographical information may be provided by the user, provided or suggested by another user, or obtained from an external data source.

Abstract: A system includes wearable devices positioned on a subject in different locations. Each wearable device includes motion sensors that measure the subject's movement in three dimensions. The motion sensors generate raw sensory data as the subject performs a physical movement. A data filter is selected based on a condition of the subject and a designated movement corresponding to the physical movement, and used to convert the raw sensory data into formatted data. A level of compliance of the physical movement with a movement model for the designated movement is determined by applying comparative modeling techniques to the formatted data and the movement model. Real-time feedback is delivered dynamically to the subject by the wearable devices during the performance of the physical movement based on the level of compliance. The movement model can be generated, and the comparative modeling techniques can be selected, based on the condition of the subject.

Abstract: A research application and service are provided. The research application can be a mobile application, a feature within a word processing software, or an extension of a web-browsing software, through which a user can indicate a subject of research or assignment and receive a list of research topics from which credible research sources can be searched. The user can be assigned to a group identifier that identifies a group of users that can collaborate on a research project. Research sources selected and collected by the user can be stored associated with the group identifier such that members of the group can see and use those selected sources. In some cases, users can tag a selected source with another user's identifier so that the selected source can be saved in that other user's collection.

Abstract: One embodiment provides a method, including: receiving a plurality of transcripts, each transcript corresponding to an interaction between a student and a tutoring agent; identifying conversational patterns within the plurality of transcripts, the identified conversational patterns indicating a level of understanding regarding the interaction between the tutoring agent and the student, wherein the identifying comprises (i) identifying an exchange between the tutoring agent and the student, the exchange comprising a conversational turn by each of the tutoring agent and the student and (ii) classifying each of the conversational turns into a response type; determining, based upon the identified conversational patterns, a possible improvement to the tutoring agent, wherein the possible improvement is determined based upon the classified response types of each of (i) the tutoring agent and (ii) the student; and notifying a developer of the tutoring agent of the identified possible improvement.

Abstract: Embodiments describe an approach for improving learning techniques based on a virtual augmented reality learning platform, comprising generating one or more augmented reality learning memories of one or more instructors teaching a task to one or more instructees. Creating ranking scores for the one or more augmented reality memories based on learning effectiveness of the one or more instructees. Incorporating a portion of the one or more augmented reality memories into a virtual augmented reality learning platform based on the ranking scores, and sharing the virtual augmented reality learning platform with the one or more instructees not associated with the portion of the one or more augmented reality memories.

Abstract: A method and apparatus for performing speech interaction with children is provided. The apparatus may be a computing device that includes at least one camera, at least one microphone, memory, and at least one processor for executing stored instructions. The at least one processor may be configured to determine an age range or an age or skill level of the child. The computing device may receive one or more inputs from the child. The at least one processor may perform analysis on the one or more inputs based at least in part on the determined age range or the age or the skill level of the child, and output a speech response to the child based on the performed analysis.

Abstract: A device may receive, from a user device, a request to access a virtual reality (VR) learning environment that includes an identifier associated with a program that supports the VR learning environment. The device may identify a set of objects to use within the VR learning environment by searching a data structure using the identifier associated with the program that supports the VR learning environment. The device may provide the VR learning environment to the user device. The device may receive, from the user device, information associated with interactions within the VR learning environment. The device may identify one or more additional objects to use within the VR learning environment by using one or more natural language processing techniques to analyze the information associated with the interactions within the VR learning environment. The device may provide the one or more additional objects to the user device.

Abstract: A circuit training apparatus for training students to understand electrical circuits includes a body member that includes a front face having a peripheral edge and a plurality of side walls defining an interior area and a dial opening. The apparatus includes a battery for powering the circuits. A circuit board is positioned in the body member, the circuit board having a plurality of circuit areas etched thereon and having a plurality of current lead lines electrically connecting the battery and circuit areas, respectively. A rotary selection device is electrically connected to the circuit board and battery and includes a dial indicative of a circuit selection coupled to an electrical switch for directing current from the battery to a respective current lead line associated with the circuit selection. The dial of the rotary selection device extends away from the circuit board and through the dial opening for accessibility to a user.

Abstract: A patient simulator system includes a right eye assembly including a right eyelid and a right pupil, and a left eye assembly including a left eyelid and a left pupil, wherein the right pupil moves within an area of the right eye and the left pupil moves within an area of the left eye. In various embodiments, right/left optical sensors provide right/left electrical signals based on sensed light conditions associated with the right/left eyes, and a microprocessor changes a size of the right iris based on the right electrical signal, and changes a size of the left iris based on the left electrical signal. In various embodiments, the microprocessor electrically actuates at least one blink motor to rotate, wherein rotation of the at least one blink motor results in motion of the right eyelid and/or the left eyelid to simulate blinking.

Abstract: A set of full-scale anatomical reference guides that may be draped over a body for purposes of mapping the underlying anatomical structures and viscera, and for providing a panel to be worn comfortably by a patient during manipulation therapy.