Abstract: Systems and methods are provided for collaborative session including co-browsing in a virtual workspace. The system includes a server-side network node including logic to access a web application using a uniform resource locator (URL) of the web application. The server-side network node includes logic to generate a first model of the web application corresponding to the current state of the web application. The server-side network node includes logic to provide a spatial event map identifying events in the virtual workspace, the events identified by the spatial event map are related to the first model of the web application. The system includes logic to create a second model of the web application as a result of updates to the current state of the web application. The system includes logic to generate an update patch using a difference between the second model and the first model of the web application.

Abstract: Provided are a computer program product, system, and method for using higher order actions to annotate a syntax tree. An information space of the syntax tree is annotated with concepts corresponding to tokens in the syntax tree. A concept comprises an object in a domain of the question and relates to other concepts in an ontology of the domain. A higher order action specifies an input, action parameters, and an output. A determination is made of an element in the information space corresponding to the input of the higher order action. A determination is made of an action of in the domain of the question having parameters matching the action parameters. The determined element is input to the determined action to produce output. The information space of the syntax tree is annotated with the output from the higher order action to use to provide an answer to the question.

Abstract: Systems and methods are provided for hosting a collaboration session by a server node between client nodes. The server node accesses a video based on a request message received from a client node. The server node provides a spatial event map to client nodes, the spatial event map identifies a log of events in a virtual workspace. The spatial event map allows playback of the video on the display of each of the client nodes. The server node includes logic to receive an input event identifying an input and an identifier of at least one frame of the video from at least one client node. The server node associates the input and the least one frame of the video with a digital asset. The server node sends an update event related to the digital asset to the client nodes allowing display of the digital asset.

Abstract: Systems and methods are provided for collaborative session including co-browsing in a virtual workspace. The system includes a server-side network node including logic to access a web application using a uniform resource locator (URL) of the web application. The server-side network node includes logic to generate a first model of the web application corresponding to the current state of the web application. The server-side network node includes logic to provide a spatial event map identifying events in the virtual workspace, the events identified by the spatial event map are related to the first model of the web application. The system includes logic to create a second model of the web application as a result of updates to the current state of the web application. The system includes logic to generate an update patch using a difference between the second model and the first model of the web application.

Abstract: Systems and methods are provided for collaborative session including co-browsing in a virtual workspace. The system includes a server-side network node including logic to access a web application using a uniform resource locator (URL) of the web application. The server-side network node includes logic to generate a first model of the web application corresponding to the current state of the web application. The server-side network node includes logic to provide a spatial event map identifying events in the virtual workspace, the events identified by the spatial event map are related to the first model of the web application. The system includes logic to create a second model of the web application as a result of updates to the current state of the web application. The system includes logic to generate an update patch using a difference between the second model and the first model of the web application.

Abstract: Provided are a computer program product, system, and method for using higher order actions to annotate a syntax tree. An information space of the syntax tree is annotated with concepts corresponding to tokens in the syntax tree. A concept comprises an object in a domain of the question and relates to other concepts in an ontology of the domain. A higher order action specifies an input, action parameters, and an output. A determination is made of an element in the information space corresponding to the input of the higher order action. A determination is made of an action of in the domain of the question having parameters matching the action parameters. The determined element is input to the determined action to produce output. The information space of the syntax tree is annotated with the output from the higher order action to use to provide an answer to the question.

Abstract: Provided are a computer program product, system, and method for using higher order actions to annotate a syntax tree. An information space of the syntax tree is annotated with concepts corresponding to tokens in the syntax tree. A concept comprises an object in a domain of the question and relates to other concepts in an ontology of the domain. A higher order action specifies an input, action parameters, and an output. A determination is made of an element in the information space corresponding to the input of the higher order action. A determination is made of an action of in the domain of the question having parameters matching the action parameters. The determined element is input to the determined action to produce output. The information space of the syntax tree is annotated with the output from the higher order action to use to provide an answer to the question.

Abstract: Provided are a computer program product, system, and method for using higher order actions to annotate a syntax tree. An information space of the syntax tree is annotated with concepts corresponding to tokens in the syntax tree. A concept comprises an object in a domain of the question and relates to other concepts in an ontology of the domain. A higher order action specifies an input, action parameters, and an output. A determination is made of an element in the information space corresponding to the input of the higher order action. A determination is made of an action of in the domain of the question having parameters matching the action parameters. The determined element is input to the determined action to produce output. The information space of the syntax tree is annotated with the output from the higher order action to use to provide an answer to the question.

Abstract: Techniques to identify segments of information space through active adaption of environment context are provided. A first user request is received by an artificial intelligence (AI) system, and a first segment of information is retrieved from a heterogeneous storage medium, where the first segment of information is located in an upper layer of the heterogeneous storage medium. Upon determining that the first segment of information does not resolve the first user request, the first segment of information is sunk to a relatively lower layer of the heterogeneous storage medium, a second segment of information is retrieved from the relatively lower layer of the heterogeneous storage medium, and upon determining that the second segment of information resolves the first user request, the second segment of information is surfaced to the upper layer of the heterogeneous storage medium.

Abstract: A computer-implemented method and computer program product for identifying similar stores and determining store parameters based on the similar stores. The one or more computer programs identify key items by selecting a subset of all items. The one or more computer programs assign store feature vectors each including values of a store behavior for the key items. The one or more computer programs determine a similarity distance between each pair of the vectors. The one or more computer programs identify similar stores of a given store based on the similarity distance. The one or more computer programs determine one or more parameters for the given stores, based on the similar stores.

Abstract: An expert decision-making method is emulated based on a history of behaviors by experts in a variety of observed situations. The history of behaviors is built up from observations of actions taken by experts in analyzing a plurality of situations. Situation data representative of a situation to be processed is received, and situation features are extracted from the situation data. Each situation feature is associated with an expert behavior method used to process the situation. A behavior method is recognized from a pattern of situation features. Recognizing a behavior method is based on feature/method separation data in multidimensional space of features into so areas with each area associated with a method used by experts. Parameter values for parameters in the recognized behavior method are calculated based on the situation features. The calculation of parameter values is accomplished by recognizing parameter calculation rules and calculating the parameter values using the rules.

Abstract: An expert decision-making method is emulated based on a history of behaviors by experts in a variety of observed situations. The history of behaviors is built up from observations of actions taken by experts in analyzing a plurality of situations. Situation data representative of a situation to be processed is received, and situation features are extracted from the situation data. Each situation feature is associated with an expert behavior method used to process the situation. A behavior method is recognized from a pattern of situation features. Recognizing a behavior method is based on feature/method separation data in multidimensional space of features into areas with each area associated with a method used by experts. Parameter values for parameters in the recognized behavior method are calculated based on the situation features. The calculation of parameter values is accomplished by recognizing parameter calculation rules and calculating the parameter values using the rules.

Abstract: Expert decision-making operations are trained to emulate expert behavior based on an history of behaviors by experts in a variety of observed situations. A history of behaviors is built up from observations of actions taken by experts in analyzing a plurality of situations. The observations are captured, and behaviors from the observations are constructed. The behaviors indicate an association between situation features and methods with parameter for solving the situations. The training operations capture observations of behavior by experts. The observations include situation data about multiple situations and actions by the experts. The actions are associated with the situations. Subject knowledge information is loaded from the observations; the subject knowledge information has a features library, a method library and a parameters library.

Abstract: An expert decision-making method is emulated based on a history of behaviors by experts in a variety of observed situations. The history of behaviors is built up from observations of actions taken by experts in analyzing a plurality of situations. Situation data representative of a situation to be processed is received, and situation features are extracted from the situation data. Each situation feature is associated with an expert behavior method used to process the situation. A behavior method is recognized from a pattern of situation features. Recognizing a behavior method is based on feature/method separation data in multidimensional space of features into areas with each area associated with a method used by experts. Parameter values for parameters in the recognized behavior method are calculated based on the situation features. The calculation of parameter values is accomplished by recognizing parameter calculation rules and calculating the parameter values using the rules.