Adaptive inference system and operation method therefor
AssigneeKorea Electronics Technology Institute
InventorsMin Young Jung, Sa Im Shin, Jin Yea Jang, San Kim
Life of this patent
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Abstract
This application relates to an adaptive inference system and an operation method therefor. In one aspect, the system includes a user terminal for collecting multi-modal information including at least visual information, voice information and text information. The system may also include an inference support device for receiving the multi-modal information from the user terminal, and inferring the intention of a user on the basis of pre-stored history information related to the user terminal, individualized information and the multi-modal information.
Claims6
An adaptive inference system comprising:
- a user terminal configured to collect multi-modal information including at least visual information, voice information, and text information;
- and
- an inference support apparatus configured to receive the multi-modal information from the user terminal and infer an intention of a user based on the multi-modal information and previously stored history information and individual information related to the user terminal,
- wherein the inference support apparatus is configured to store reaction information of the user to a user function provided based on a past inference result, determines reliability of the past inference result for corresponding past information according to the reaction information of the user, and according to the determined reliability, differently determine a size of weight for applying the past history information to a current situation.
An inference support apparatus comprising:
- a server communication circuit configured to establish a communication channel with a user terminal;
- and
- a server processor functionally connected to the communication circuit and configured to:
- receive multi-modal information including at least visual information, voice information, and text information from the user terminal,
- derive an inference result by inferring an intention of a user, based on the multi-modal information and previously stored history information and individual information related to the user terminal, and
- store the inference result,
- wherein the server processor is configured to store reaction information of the user to a user function provided based on a past inference result, determine reliability of the past inference result for corresponding past information according to the reaction information of the user, and according to the determined reliability, differently determine a size of weight for applying the past history information to a current situation.
An adaptive inference method comprising:
- receiving multi-modal information including at least visual information, voice information, and text information from a user terminal;
- obtaining history information and individual information previously stored in relation to the user terminal;
- inferring an intention of a user, based on the history information, the individual information, and the multi-modal information;
- storing an inference result;
- storing reaction information of the user to a user function provided based on a past inference result;
- determining reliability of the past inference result for corresponding past information according to the reaction information of the user;
- and
- according to the determined reliability, differently determining a size of weight for applying the past history information to a current situation.
Dependencies are inferred from the claim text.