Abstract: A method and system for biometric and psychometric based content display. The method includes storing a psychometric assessment instrument as a data structure on a mobile device. The psychometric assessment instrument includes user data for ascertaining a user’s psychometric identity. A server collects and tags content by attribute for each specific classification of the plurality of psychometric classifications. The content is further organized across three state classes and cross-referenced with a plurality of interests. A pulse rate is measured using a camera on the mobile device. The pulse rate is measured using temporal color contrast between two frames. The pulse rate is converted to a heart rate variability (HRV) measure, which is used to designate a current state class using an artificial intelligence (AI) model. The state class is used to automatically retrieve appropriate coaching media content for consumption on the mobile device.

Abstract: A method of obtaining psychometric information about a user is disclosed. A psychometric graphical object is provided to the user by a personalized user management module. User interaction with the psychometric graphical object is measured by a psychological traits evaluation module. At least a first wider portion of the psychometric graphical object is labeled with a first keyword related to a psychological trait. At least a second wider portion of the psychometric graphical object is labeled with a second keyword related to the psychological trait.

Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.

Abstract: A method of obtaining psychometric information about a user is disclosed. A psychometric graphical object is provided to the user by a personalized user management module. User interaction with the psychometric graphical object is measured by a psychological traits evaluation module. At least a first wider portion of the psychometric graphical object is labeled with a first keyword related to a psychological trait. At least a second wider portion of the psychometric graphical object is labeled with a second keyword related to the psychological trait.

Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.

Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.

Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.

Abstract: A method of obtaining psychometric information about a user is disclosed. A psychometric graphical object is provided to the user by a personalized user management module. User interaction with the psychometric graphical object is measured by a psychological traits evaluation module. At least a first wider portion of the psychometric graphical object is labeled with a first keyword related to a psychological trait. At least a second wider portion of the psychometric graphical object is labeled with a second keyword related to the psychological trait.

Abstract: The functions and operations of a matching service are disclosed. This includes approximating the satisfaction that a user of the matching service has in the relationships that the user forms with others and identifying candidates for a relationship with the user based on the approximated satisfaction. This also includes approximating the satisfaction that the user will have in a relationship with a particular candidate. The matching service also identifies two parties for a relationship. The matching service makes available a plurality of communication levels at which the parties can communicate. Each communication level allows the parties to exchange information in a different format. The parties are permitted to exchange information at one of the communication levels.

Abstract: A system for securely providing psychometric information is disclosed. The system includes a psychometric information database storing the psychometric information, wherein the psychometric information corresponds to an individual, and wherein the psychometric information is derived from an interaction with the individual. The system includes a validation module configured to validate an entity requesting the psychometric information. The system further includes an authorization module configured to selectively allow usage of a portion of the psychometric information based at least in part on a type of the portion of the psychometric information and at least in part on the interaction from which the portion of the psychometric information was derived.

Abstract: The functions and operations of a matching service are disclosed. This includes approximating the satisfaction that a user of the matching service has in the relationships that the user forms with others and identifying candidates for a relationship with the user based on the approximated satisfaction. This also includes approximating the satisfaction that the user will have in a relationship with a particular candidate. The matching service also identifies two parties for a relationship. The matching service makes available a plurality of communication levels at which the parties can communicate. Each communication level allows the parties to exchange information in a different format. The parties are permitted to exchange information at one of the communication levels.

Abstract: Member profile information for a control set of one or more control members and for a fraudulent set of one or more fraudulent members are obtained. Each member in the control set is at least believed to be legitimate and each member in the fraudulent set is at least suspected of being fraudulent. A test associated with identifying fraudulent members is generated using the member profile information for the control set and for the fraudulent set; the test inputs one or more pieces of member profile information for a member being tested.

Abstract: A system for securely providing psychometric information is disclosed. The system includes a psychometric information database storing the psychometric information, wherein the psychometric information corresponds to an individual, and wherein the psychometric information is derived from an interaction with the individual. The system includes a validation module configured to validate an entity requesting the psychometric information. The system further includes an authorization module configured to selectively allow usage of a portion of the psychometric information based at least in part on a type of the portion of the psychometric information and at least in part on the interaction from which the portion of the psychometric information was derived.

Abstract: Member profile information for a control set of one or more control members and for a fraudulent set of one or more fraudulent members are obtained. Each member in the control set is at least believed to be legitimate and each member in the fraudulent set is at least suspected of being fraudulent. A test associated with identifying fraudulent members is generated using the member profile information for the control set and for the fraudulent set; the test inputs one or more pieces of member profile information for a member being tested.

Abstract: A test to identify fraudulent users of an online group is generated. Data associated with a control group is obtained. Data associated with a fraudulent group is obtained. A test to identify fraudulent users of the online group is generated by comparing the data associated with the control group and the data associated with the fraudulent group.

Abstract: The functions and operations of a matching service are disclosed. This includes approximating the satisfaction that a user of the matching service has in the relationships that the user forms with others and identifying candidates for a relationship with the user based on the approximated satisfaction. This also includes approximating the satisfaction that the user will have in a relationship with a particular candidate. The matching service also identifies two parties for a relationship. The matching service makes available a plurality of communication levels at which the parties can communicate. Each communication level allows the parties to exchange information in a different format. The parties are permitted to exchange information at one of the communication levels.

Abstract: The functions and operations of a matching service are disclosed. This includes approximating the satisfaction that a user of the matching service has in the relationships that the user forms with others and identifying candidates for a relationship with the user based on the approximated satisfaction. This also includes approximating the satisfaction that the user will have in a relationship with a particular candidate. The matching service also identifies two parties for a relationship. The matching service makes available a plurality of communication levels at which the parties can communicate. Each communication level allows the parties to exchange information in a different format. The parties are permitted to exchange information at one of the communication levels.

Abstract: The functions and operations of a matching service are disclosed. This includes approximating the satisfaction that a user of the matching service has in the relationships that the user forms with others and identifying candidates for a relationship with the user based on the approximated satisfaction. This also includes approximating the satisfaction that the user will have in a relationship with a particular candidate. The matching service also identifies two parties for a relationship. The matching service makes available a plurality of communication levels at which the parties can communicate. Each communication level allows the parties to exchange information in a different format. The parties are permitted to exchange information at one of the communication levels.

Abstract: The functions and operations of a matching service are disclosed. This includes approximating the satisfaction that a user of the matching service has in the relationships that the user forms with others and identifying candidates for a relationship with the user based on the approximated satisfaction. This also includes approximating the satisfaction that the user will have in a relationship with a particular candidate. The matching service also identifies two parties for a relationship. The matching service makes available a plurality of communication levels at which the parties can communicate. Each communication level allows the parties to exchange information in a different format. The parties are permitted to exchange information at one of the communication levels.