Communication model for cognitive systems

Communication model for cognitive systems

Systems and methods for a cognitive system to interact with a user are provided. Aspects include receiving a cognitive system profile and observational data associated with the user. Environmental data associated with the user is received and features are extracted from the observations data and the environmental data. The features are stored in the user profile and analyzed to determine a situational context for each of the features based on the cognitive system profile and the user profile. Trigger events are identified based on the situational context for each of the features. One or more proposed actions are determined based at least in part on the one or more trigger events. At least one action is initiated from the one or more proposed actions and are stored in the user profile along with the one or more trigger events and the one or more features.

Document anonymization including selective token modification

Embodiments relate to an intelligent computer platform to selectively amend one or more tokens in a document. A first document set is subjected to natural language processing (NLP) and a vector score is identified for two or more documents of the first document set. Upon receipt of a new document, the new document is subjected to NLP and a new document vector score is identified. The new document is analyzed against the first document set, and the identified vector score of the first document set is compared to the vector score of the new document. One or more tokens of the new document are amended responsive to the comparison, and a new document version is created from the selective amendment.

Methods and systems for providing suggestions to complete query sessions

Embodiments for identifying entities relevant to queries are provided. At least one query is received from a user. The at least one query is associated with at least one entity. Results of the at least one query are analyzed to identify related entities. The related entities are analyzed based on a relevancy score and an information enhancement score for each of the related entities to generate a ranking of the related entities. At least one of the related entities is provided to the user based on the ranking of the related entities.

COMMUNICATION MODEL FOR COGNITIVE SYSTEMS

Systems and methods for a cognitive system to interact with a user are provide. Aspects include receiving a cognitive system profile and observational data associated with the user. Environmental data associated with the user is received and features are extracted from the observations data and the environmental data. The features are stored in the user profile and analyzed to determine a situational context for each of the features based on the cognitive system profile and the user profile. Trigger events are identified based on the situational context for each of the features. One or more proposed actions are determined based at least in part on the one or more trigger events. At least one action is initiated from the one or more proposed actions and are stored in the user profile along with the one or more trigger events and the one or more features. 1. A computer-implemented method for a cognitive system to interact with a user , the method comprising:receiving, by a processor, a cognitive system profile;receiving, by the processor, observational data associated with the user, wherein at least a portion of the observational data is received from one or more sensors;receiving environmental data associated with the user;extracting one or more features from the observational data and the environmental data;storing the one or more features in a user profile;analyzing the one or more features to determine a situational context for each of the one or more features based on the cognitive system profile and the user profile;identifying one or more trigger events based at least in part on the situational context for each of the one or more features;determining one or more proposed actions based at least in part on the one or more trigger events;initiating at least one action from the one or more proposed actions; andstoring the at least one action, the one or more trigger events, and the one or more features in the user profile.2. The computer-implemented method of ...

Removal of personality signatures

Embodiments relate to an intelligent computer platform to selectively amend one or more document elements. A first document is subjected to natural language processing (NLP) and two or more document characteristics are subjected to an assessment to produce a characteristic value. The document characteristics and corresponding characteristic values are analyzed to produce a characteristic profile for each identified document characteristic. Upon receipt of a new document, document characteristic data and corresponding characteristic value(s) are identified. The corresponding characteristic value(s) of the new document is applied against the produced characteristic profile. New document characteristic data is selectively amended responsive to the comparison, and a new document version is created from the selective amendment.

Removal of Personality Signatures

Embodiments relate to an intelligent computer platform to selectively amend one or more document elements. A first document is subjected to natural language processing (NLP) and two or more document characteristics are subjected to an assessment to produce a characteristic value. The document characteristics and corresponding characteristic values are analyzed to produce a characteristic profile for each identified document characteristic. Upon receipt of a new document, document characteristic data and corresponding characteristic value(s) are identified. The corresponding characteristic value(s) of the new document is applied against the produced characteristic profile. New document characteristic data is selectively amended responsive to the comparison, and a new document version is created from the selective amendment.

Communication model for cognitive systems

Systems and methods for a cognitive system to interact with a user are provide. Aspects include receiving a cognitive system profile and observational data associated with the user. Environmental data associated with the user is received and features are extracted from the observations data and the environmental data. The features are stored in the user profile and analyzed to determine a situational context for each of the features based on the cognitive system profile and the user profile. Trigger events are identified based on the situational context for each of the features. One or more proposed actions are determined based at least in part on the one or more trigger events. At least one action is initiated from the one or more proposed actions and are stored in the user profile along with the one or more trigger events and the one or more features.

Selective Token Modification

Embodiments relate to an intelligent computer platform to selectively amend one or more tokens in a document. A first document set is subjected to natural language processing (NLP) and a vector score is identified for two or more documents of the first document set. Upon receipt of a new document, the new document is subjected to NLP and a new document vector score is identified. The new document is analyzed against the first document set, and the identified vector score of the first document set is compared to the vector score of the new document. One or more tokens of the new document are amended responsive to the comparison, and a new document version is created from the selective amendment. 1. A computer system comprising:a processing unit operatively coupled to memory; a natural language (NL) manager to subject a first document set to natural language processing (NLP), including identify a vector score of two or more documents of the first document set, the vector score representing a profile of two or more document characteristics;', 'a document manager, operatively coupled to the NL manager, the document manager to detect receipt of a new document, and subject the new document to NLP, including identify a new document vector score;', 'a director, operatively coupled to the document manager, the director to statistically analyze the new document with respect to the first document set, including comparing the identified vector score with the new document vector score; and', 'the director to selectively amend one or more tokens of the new document responsive to the comparison, and a new document version created from the selective amendment., 'an artificial intelligence platform in communication with the processing unit, the platform including one or more tools to identify and amend one or more tokens, including2. The computer system of claim 1 , wherein the comparison of the vector score with the new document vector score further comprises the document manager ...

Methods and systems for providing suggestions to complete query sessions

Embodiments for identifying entities relevant to queries are provided. At least one query is received from a user. The at least one query is associated with at least one entity. Results of the at least one query are analyzed to identify related entities. The related entities are analyzed based on a relevancy score and an information enhancement score for each of the related entities to generate a ranking of the related entities. At least one of the related entities is provided to the user based on the ranking of the related entities.

Kommunikationsmodell für kognitive systeme

Bereitgestellt werden Systeme und Verfahren für ein kognitives System zur Interaktion mit einem Nutzer. Aspekte umfassen Empfangen eines Profils des kognitiven Systems und dem Nutzer zugehöriger Beobachtungsdaten. Es werden dem Nutzer zugehörige Umgebungsdaten empfangen, und aus den Beobachtungsdaten und den Umgebungsdaten werden Merkmale extrahiert. Die Merkmale werden in dem Nutzerprofil gespeichert und analysiert, um für jedes der Merkmale auf Grundlage des Profils des kognitiven Systems und des Nutzerprofils einen situativen Kontext zu ermitteln. Trigger-Ereignisse werden auf Grundlage des situativen Kontextes für jedes der Merkmale identifiziert. Zumindest teilweise auf Grundlage des einen oder der mehreren Trigger-Ereignisse werden eine oder mehrere vorgeschlagene Aktionen ermittelt. Mindestens eine Aktion der einen oder der mehreren vorgeschlagenen Aktionen wird eingeleitet und im Nutzerprofil zusammen mit dem einen oder den mehreren Trigger-Ereignissen und dem einen oder den mehreren Merkmalen gespeichert.