Abstract: A method of providing decisions to user queries includes: receiving, by at least one processor, a query transmitted from a client device; identifying, from a query database, a first query model; applying, by the at least one processor, the identified first query model to multiple user experience data entries from a user experience database, to obtain at least one correlation resulting from the application of the first query model to the multiple user experience data entries; and identifying, by the at least one processor, an answer to the query from the at least one correlation.

Abstract: A method of providing decisions to user queries includes: receiving, by at least one processor, a query transmitted from a client device; identifying, from a query database, a first query model; applying, by the at least one processor, the identified first query model to multiple user experience data entries from a user experience database, to obtain at least one correlation resulting from the application of the first query model to the multiple user experience data entries; and identifying, by the at least one processor, an answer to the query from the at least one correlation.

Abstract: A bone conduction device includes: an enclosure; and an adhesive applied to a surface of the enclosure, in which the enclosure includes: a bone conduction transducer configured to cause the enclosure to vibrate; at least one sensor configured to sense a non-audible input from a region of the user's skin to which the adhesive adheres and produce a sensor output signal in response to sensing the non-audible input, the sensor output signal being indicative of a current state of the user; and a transceiver coupled to the bone conduction transducer and to the at least one sensor, in which the transceiver is configured to a) receive the output signal from the sensor and transmit the output signal to a remote processor and b) in response to transmitting the output signal, receive the bone-conduction control signal from the remote processor and transmit the bone-conduction control signal to the bone conduction transducer.

Abstract: This specification describes technologies for mental state measurement using sensor data obtained from sensors attached to objects. One embodiment is a method that includes receiving sensor data from sensors attached to non-wearable objects. The first and second attachable sensors each include an output and a sensor. The method further includes determining mental state data from the sensor data; and causing to be displayed a representation of a mental state based on the mental state data. The method can further include: deriving an action metric from the mental state data; comparing the action metric to a threshold; automatically taking an action when the action metric exceeds the threshold; collecting post action sensor data; determining post action mental state data based at least in part on the post action sensor data; and forwarding the post action mental state data for display of a representation of a mental state.

Abstract: A method includes: receiving, at a processor that is remote from a bone conduction device adhered to a user's skin, a first output signal from the bone conduction device, the first output signal having been generated by a first sensor in the bone conduction device, the first sensor being configured to detect non-audible inputs; identifying, at the processor, a first measurement signal characteristic based on the first output signal; determining, at the processor, that the first measurement signal characteristic is indicative of a state of the user; selecting a control signal configured to cause a transducer in the bone conduction device to generate an output to alter the state of the user or the user's perception of the state; and transmitting the control signal from the processor to the bone conduction device.