Abstract: A sensory content production system generates sensory associated with concepts identified in an electronic document. Definitions of each concept are identified, and the concepts are stored in connection with their associated definitions. Sensory content is generated for the concepts and concepts definitions and stored in connection with each other in a sensory content layer. Availability of sensory content is indicated to users by interactive markers.

Abstract: Employers or recruiters populate an online database with job postings. The concepts that job applicants need to have learned to be successful applicants for a job are stated or inferred from the job posting and optionally resumes of others who have held that job. A student's own learning activities are logged by an online education platform. From a comparison between the student's completed learning units and a job posting's required learning units, a personalized learning unit gap can be identified for a student. The online education platform can then recommend how the student can fill the gap by undertaking the study of learning units on the education platform.

Abstract: A testing materials production system generates a testing document associated with an electronic foundation document. The testing materials production system automatically generates the testing document by populating regions of a template with testing elements extracted from the electronic document. User customizations of the testing document are received, and the testing document is published to an extended catalog database associated with the electronic document. Regions of the testing document may be delivered in association with the electronic document to designated recipients via browser applications executing on computing devices of the recipients.

Abstract: An online platform generates a playlist of clips of a lecture accessed by a plurality of users of the online platform. The online platform receives a recording of the lecture, and receives a plurality of events captured during a time period corresponding to the lecture. Each captured event is associated with a time stamp corresponding to a time at which a user performed an activity while listening to the lecture. The online platform clusters the captured events based on the time stamps, and generates one or more clips of the recording of the lecture from the clustered events. The online platform generates a playlist including the clips of the lecture.

Abstract: An online education platform manages and integrates a number of education services for users of the platform, including job recall services. These job recall services include management and distribution of j ob recall materials that test whether job applicants have acquired desired knowledge or skills for a particular job opening or class of jobs. The job recall materials are uploaded to the education platform and mapped to one or more learning units. Each learning unit is associated with an educational course and includes a distinct concept in the associated course. Responsive to a user of the education platform completing the learning unit to which a job recall material is mapped, the job recall material is recommended to the user.

Abstract: A method performed in a computer-implemented platform includes obtaining sensor data from sensors embedded in a first grip and a second grip of an item of fitness equipment while a user exercises using the item of fitness equipment. The user interacts with the first grip and the second grip while exercising using the item of fitness equipment. The method also includes analyzing the sensor data to determine differences in performance between the left side of the user's body and the right side of the user's body and providing personalized activity for the user to compensate for the differences.

Abstract: In some embodiments, a method includes receiving, at a processor, audio data related to a verbal conversation between a first user and a second user and converting, using a natural language processing algorithm, the audio data into a set of text data portions. The method further includes analyzing the set of text data portions to determine a domain of the verbal conversation and a set of concepts associated with the domain and retrieving a set of educational content files associated with the set of concepts to provide educational content related to and during the verbal conversation to the first user or the second user. The method includes sending at least one notification to cause at least one pause of the verbal conversation and automatically sending, during the at least one pause of the verbal conversation, a signal to playback at least one educational content file.

Abstract: A testing materials production system generates a testing document associated with an electronic foundation document. The testing materials production system automatically generates the testing document by populating regions of a template with testing elements extracted from the electronic document. User customizations of the testing document are received, and the testing document is published to an extended catalog database associated with the electronic document. Regions of the testing document may be delivered in association with the electronic document to designated recipients via browser applications executing on computing devices of the recipients.

Abstract: A sensory content production system generates sensory associated with concepts identified in an electronic document. Definitions of each concept are identified, and the concepts are stored in connection with their associated definitions. Sensory content is generated for the concepts and concepts definitions and stored in connection with each other in a sensory content layer. Availability of sensory content is indicated to users by interactive markers.

Abstract: In some embodiments, a method includes receiving an input including an educational objective for a user having an associated user device. The method includes sending a signal to receive Global Positioning System (GPS) transit data associated with a transit from a first location and a second location. The method further includes determining, based on a set of parameters and the GPS transit data, an effective transit time and selecting a set of educational content files that meet the educational objective. The method includes selecting, based on the effective transit time, a subset of the set of parameters and at least one characteristic associated with each educational content file, a subset of educational content files. The method further includes determining an order for the subset of educational content files to provide the subset of educational content files to the user device within the effective transit time to meet the educational objective.

Abstract: In some embodiments, a method includes receiving an input including an educational objective for a user having an associated user device. The method includes sending a signal to receive Global Positioning System (GPS) transit data associated with a transit from a first location and a second location. The method further includes determining, based on a set of parameters and the GPS transit data, an effective transit time and selecting a set of educational content files that meet the educational objective. The method includes selecting, based on the effective transit time, a subset of the set of parameters and at least one characteristic associated with each educational content file, a subset of educational content files. The method further includes determining an order for the subset of educational content files to provide the subset of educational content files to the user device within the effective transit time to meet the educational objective.

Abstract: A platform models and correlates physical activities based on users' interactions with a simple grip-metaphor design, enabling multi-dimensions actionable information to improve the health, performance and well-being of connected grip users within like-minded communities. For example, the platform captures multi-dimensional datasets generated from activities of each of a plurality of users on the online human internet of thing platform, where the activities include physical interactions with connected grips systems connected to the online human internet of thing platform. The platform then filters the captured multi-dimensional datasets into a plurality of categories and scores the filtered multi-dimensional data by the human internet of thing platform. Finally, the platform generates a multi-dimensional information modeling for each user based on the scored multi-dimensional data.

Abstract: An online review system determines scores for document authors and document reviewers. An author score is based on a number of comments added to a document by reviewers. One way to compute the author score is to use a ratio of a number of comments provided by reviewers of a document to a number of lines of document contents provided by the author. A reviewer score for a reviewer is based on an amount of comments subsequently made by other reviewers, and on the document content itself, such as a ratio of a number of comments provided in subsequent reviews of a document to a number of lines of original document contents. In some embodiments, the online review system monitors trends in scores of individuals or teams.

Abstract: Various examples describe interfacing at least one computing device to a plurality of human users. An interface system may receive goal data describing a shared goal shared by a plurality of users and transaction data describing a first transaction made by a first user of the plurality of users. The interface system may also receive, from a user computing device, audio data describing speech of the first user and of a second user. The interface system may extract a first word from the audio data and detect a conflict between at least two of the plurality of users based at least in part on the goal data, the transaction data, and the first word. The interface system may further determine a mediation routine for the conflict based at least in part on the goal data, the transaction data, and the first word, and execute the mediation routine.

Abstract: Systems and techniques for adaptive conversation support bot are described herein. An audio stream may be obtained including a conversation of a first user. An event may be identified in the conversation using the audio stream. A first keyword phrase may be extracted from the audio stream in response to identification of the event. The audio stream may be searched for a second keyword phrase based on the first keyword phrase. An action may be performed based on the first keyword phrase and the second keyword phrase. Results of the action may be out via a context appropriate output channel. The context appropriate output channel may be determined based on a context of the conversation and a privacy setting of the first user.

Abstract: A method of automatically providing personalized augmented mathematical learning content and activities to users of an online learning platform is described. Upon detecting that a user has captured an image or a video stream, one or more points of interest in the image or video stream are determined. Augmented mathematical information is then detected for the one or more points of interest and superimposed on the captured image or video stream.

Abstract: A method of automatically providing personalized augmented mathematical learning content and activities to users of an online learning platform is described. Upon detecting that a user has captured an image or a video stream, one or more points of interest in the image or video stream are determined. Augmented mathematical information is then detected for the one or more points of interest and superimposed on the captured image or video stream.

Abstract: A service control system controls access to secured online testing services, such as accredited or standardized tests, examinations in educational courses, tutoring services, and continuing professional development courses or seminars. The secured services may be published by an educational publishing platform and made available to users through online configured browser applications executing on the users' devices. Based on access conditions associated with a secured testing service and the capturing and processing of one or more images, the service control system determines how users are authorized to access the services. When users have been authorized to access a service or a subset of the service, the service may be distributed through the browser applications executing on the users' devices.

Abstract: Among other things, embodiments of the present disclosure can help improve the functionality of virtual assistant (VA) systems by determining filtering criteria that applies to inputs received by the system, and storing information associated with the inputs (and controlling access to such information by different users of the VA system) in accordance with the filtering criteria.

Abstract: Systems and methods are described that are directed to an augmented reality (AR) overlay that augments traditional lecture content items with corresponding augmented content, thereby facilitating a user's learning process. For example, a live multimedia lecture is captured and recognized by a client device, and corresponding augmented content are retrieved and displayed in relation to a video recording of the video lecture content as an augmented reality AR overlay. A plurality of user customizable hands gesture commands are also implemented, which enable a user to interact with the video lecture content and any supplement content by entering a hand gesture. A user customizable hands gesture command correlates a pre-defined and recognized hand gesture to the automatic execution of a particular series of actions performed by the command, such as automatically recording a snippet of the video lecture content, or automatically capturing a user-defined note.