Abstract: According to one embodiment, a method, computer system, and computer program product for creating a social network in augmented reality (AR) based on focus objects is provided. The present invention may include monitoring an augmented reality session of a user; detecting focus objects of a user during the augmented reality session; labeling the detected focus objects with indications of interest; associating the labeled detected focus objects with additional users; and establishing, based on the labelled detected focus objects, a social network, where the social network contains focus objects sourced from additional users.

Abstract: A method, a computer program product, and a computer system generate personalized meeting summaries. The method includes identifying a participant attending a meeting associated with a purpose. The method includes determining role information of the participant. The role information indicates a role type that the participant provides toward the purpose. The method includes monitoring discussions of the meeting. The method includes generating a personalized meeting summary for the participant. The personalized meeting summary includes a summary section describing portions of the discussions that are directed to the role type of the participant.

Abstract: A method, computer system, and a computer program product for recasting repetitive messages is provided. Embodiments may include receiving, by a processor, a message. Embodiments may include determining, by the processor, whether the received message is repetitive. Embodiments may include rating, by the processor, an importance level of the received message. Embodiments may include determining a preference for recasting the received message.

Abstract: A computer system manages administration of substances. Information is received including administration of one or more substances and user preferences for the administration. Features of the received information are extracted, and interactions between the one or more substances and a new substance for administration are identified based on the extracted features. A schedule is generated for administration of the one or more substances and the new substance based on the interactions. Embodiments of the present invention further include a method and program product for managing administration of substances in substantially the same manner described above.

Abstract: The method, computer program product and computer system may include computing device which may collect application data from one or more applications and archive the application data into a datastore. The computing device may generate a network graph based on the archived application data. The computing device may detect a user's focus on a piece of content contained within the one or more applications, retrieve data associated with the piece of content and determine the user's skill in relation to the piece of content. The computing device may determine the complexity of the piece of content in relation to the determined skill of the user and generate and present a summary of the piece of content.

Abstract: One embodiment of the invention provides a method for data deduplication storage management in a data platform including a plurality of data stores. The method comprises, for each data store of the plurality of data stores, determining a corresponding multi-level signature mapping data content of the data store into an ordered logical form comprising a plurality of data abstraction levels, determining a data similarity between the data store and each other data store of the plurality of data stores based on the multi-level signature corresponding to the data store and another multi-level signature corresponding to the other data store, and determining data usage of the data content of the data store. The method further comprises improving storage in the data platform by detecting duplicate data across the plurality of data stores based on each data similarity determined and each data usage determined.

Abstract: One embodiment of the invention provides a method for speaker identity and content de-identification under privacy guarantees. The method comprises receiving input indicative of privacy protection levels to enforce, extracting features from a speech recorded in a voice recording, recognizing and extracting textual content from the speech, parsing the textual content to recognize privacy-sensitive personal information about an individual, generating de-identified textual content by anonymizing the personal information to an extent that satisfies the privacy protection levels and conceals the individual's identity, and mapping the de-identified textual content to a speaker who delivered the speech. The method further comprises generating a synthetic speaker identity based on other features that are dissimilar from the features to an extent that satisfies the privacy protection levels, and synthesizing a new speech waveform based on the synthetic speaker identity to deliver the de-identified textual content.

Abstract: Embodiments of the present invention disclose a method, computer program product, and system for generating a plan for document processing. A plurality of electronic documents are received, by a computer, using a network. The plurality of electronic documents are analyzed, using the computer, to identify a plurality of tabular data, based on the analyzed plurality of electronic documents. Textual data is identified within the identified tabular data, of the analyzed plurality of electronic documents. Textual hints are generated, based on the identified textual data within the identified tabular data. References are identified, wherein references are based on matching textual hints with textual data in the received plurality of electronic documents. A count of references is calculated, associated with one or more sets of tabular data. A priority score is calculated based on the count of references, and an ingestion plan is generated, based on the calculated priority score.

Abstract: Embodiments also include a method for filtering and securing content of datasets in computer readable form designated for release to reduce discernable inferences therein. The method includes receiving a first dataset having first records associated with a quasi-identifier. The first records have respective first data values associated with the quasi-identifier. The method includes receiving a second dataset having second records associated with the quasi-identifier. The second records have respective second data values associated with the quasi-identifier. The method includes defining a first cluster having a first boundary based on a combination of the first dataset and the second dataset. The method includes replacing a first one of the first data values with the first boundary and a second one of the second data values with the first boundary.

Abstract: One embodiment of the invention provides a method for speaker identity and content de-identification under privacy guarantees. The method comprises receiving input indicative of privacy protection levels to enforce, extracting features from a speech recorded in a voice recording, recognizing and extracting textual content from the speech, parsing the textual content to recognize privacy-sensitive personal information about an individual, generating de-identified textual content by anonymizing the personal information to an extent that satisfies the privacy protection levels and conceals the individual's identity, and mapping the de-identified textual content to a speaker who delivered the speech. The method further comprises generating a synthetic speaker identity based on other features that are dissimilar from the features to an extent that satisfies the privacy protection levels, and synthesizing a new speech waveform based on the synthetic speaker identity to deliver the de-identified textual content.

Abstract: Structured conversation enhancement can include determining an anticipated ebb point of a current conversation. The determination can be made in response to a predetermined triggering event indicating a start of the current conversation. Structured conversation enhancement also can include monitoring the current conversation using pattern recognition. A probable change in the anticipated ebb point can be determined in response to recognizing a predetermined word pattern indicating a change in the conversation. A response action can be initiated in response to the probable change in the anticipated ebb point.

Abstract: Conversation slipstream propagation can include using machine learning to construct a conversations graph representing conversations conducted over an electronic communications network by a plurality of participants and collected from one or more messaging platforms. A conversation slipstream comprising one or more communications extracted from the conversations can be generated in response to receiving a secondary communication over the electronic communications network. Each of the one or more communications extracted is represented by a sub-graph of the conversations graph, each sub-graph corresponding to a graph of the secondary communication. The conversation slipstream can be presented to at least one participant to the secondary communication.

Abstract: A system and method for assessing a potential problem associated with information in a document. In an embodiment, a document for analysis may be received, the document being part of a corpus of one or more documents stored in an electronic format. The document may be analyzed to identify reference(s) in the document, wherein the reference(s) are each selected from the group comprising a natural language statement, a reference in a first part of the document to a second part of the document, or a reference to or from another document. Based on the reference(s), a knowledge graph may be generated to represent information in the document. A risk assessment of a reference in the document may be determined using the knowledge graph. A visual indicator may be applied to the document that emphasizes a potential problem with the reference based on the risk assessment.

Abstract: A method, a system, and a computer program product are provided. Electronic health records of patients, indicating encounters with healthcare providers for medical conditions, are analyzed to determine networks of healthcare providers. Based on the analyzing, healthcare provider network data corresponding to a graphical representation of the determined networks of healthcare providers are generated. The healthcare provider network data includes multiple paths, each of which indicates a series of healthcare providers. Based on the generated healthcare provider network data, a path indicating a series of healthcare providers within the healthcare provider network data and corresponding to at least one medical condition indicated by an electronic health record of a patient is identified. An action for the patient and a corresponding healthcare provider to perform the action is determined based on the identified path.

Abstract: Embodiments of the present invention disclose a method, computer program product, and system for reducing notifications on a user device to mitigate a user's injury associated with repetitive stress of using the user device. One or more notifications associated with the user device are received. A notification profile associated with the user is generated based on the received one or more notifications. In response to a query, position data and vital sign data associated with the user is received. The received position data and vital sign data associated with the user is analyzed and a health score associated with the user is calculated based on analyzed position data and vital sign data. In response to determining the health score deviates from a threshold range, the generated notification profile associated with the user is modified. One or more notifications alerts are communicated to the user based on the modified notification profile.

Abstract: One embodiment of the invention provides a method for data deduplication storage management in a data platform including a plurality of data stores. The method comprises, for each data store of the plurality of data stores, determining a corresponding multi-level signature mapping data content of the data store into an ordered logical form comprising a plurality of data abstraction levels, determining a data similarity between the data store and each other data store of the plurality of data stores based on the multi-level signature corresponding to the data store and another multi-level signature corresponding to the other data store, and determining data usage of the data content of the data store. The method further comprises improving storage in the data platform by detecting duplicate data across the plurality of data stores based on each data similarity determined and each data usage determined.

Abstract: An approach is provided in which an information handling system trains on a set of historical data that includes a set of first infractions caused by a set of first businesses and a set of fines imposed on the set of first businesses based on the set of first infractions. The trained information handling system then performs a risk assessment of a second business that includes predicting a set of possible infractions of the second business based on a set of characteristics of the second business. Then, the information handling system predicts a set of possible fines corresponding to the set of possible infractions based on the historical data. In turn, the information handling system generates a risk report that includes the set of possible infractions and the corresponding set of possible fines.

Abstract: A system and method of visually displaying healthcare protocols to a user receives from the user, via an electronic communications network, search term(s) associated with a health-related condition. A corpus of document(s) stored in an electronic format is identified with a computer and, based on the search term(s), at least one of the document(s) is analyzed with the computer for a treatment protocol associated with the health-related condition. First content for presentation to the user is determined with the computer, the first content including at least a portion of the treatment protocol associated with the health-related condition. A risk value indicative of risk(s) associated with the first content is determined. In response to a determination that the risk value exceeds the risk threshold, second content for presentation is determined by reformatting the first content. A message is sent causing the second content to be visually displayed to the user.

Abstract: A method, computer system, and a computer program product for recasting repetitive messages is provided. Embodiments may include receiving, by a processor, a message. Embodiments may include determining, by the processor, whether the received message is repetitive. Embodiments may include rating, by the processor, an importance level of the received message. Embodiments may include determining a preference for recasting the received message.

Abstract: Systems and methods for communication inversion for online communities are disclosed. In embodiments, a computer-implemented method comprises: detecting, by a computing device, that an online community has a low vitality; determining, by the computing device and based on the detecting that the online community has a low vitality, a related community is associated with the online community; detecting, by the computing device, a participant communication within the related community; and redirecting, by the computing device, the participant communication to the online community.