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US 2026/0073261 A1Published application
Target prediction method and system
AssigneeLG Management Development Institute Co., Ltd.
InventorsKyung Hoon BAE, Woo Hyung LIM, Hyeok Jun CHOE, Won Bin AHN, Eui Soon KIM, Ji Won CHA
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Abstract
A target prediction method for predicting a future outlook of a target performed by a computing device or a processor may collect related structured and unstructured data when a user requests target prediction, analyze the relationship between the target and a variable affecting the target at a semantic level, and compute a target outlook of a future.
Claims16
A computerized method comprising:
- receiving a text containing a projection synthesis request through a chat interface for interaction with a user;
- determining a projection synthesis element at a semantic level by controlling a language model to analyze the received text through context and named entity recognition;
- generating relationship information comprising a target influence variable that affects a target at the semantic level and information about relationship between the target and the target influence variable;
- establishing a retrieval augmented generation (RAG) strategy based on the generated relationship information;
- collecting unstructured data comprising a text document and structured data of a feature related to the target and the target influence variable from a data store based on the established retrieval augmented generation strategy, and filtering and storing the collected unstructured data and structured data;
- computing a target outlook of a future based on the stored unstructured data and structured data;
- and
- transmitting the computed target outlook of the future and the relationship information between the target and the target influence variable to a device associated with the user.
5 more elements
A system comprising:
- memory configured to store instructions;
- and
- one or more processors configured to execute one or more of the instructions to perform operations comprising:
- receiving a text containing a projection synthesis request through a chat interface for interaction with a user;
- determining a projection synthesis element at a semantic level by controlling a language model to analyze the received text through context and named entity recognition;
- generating relationship information comprising a target influence variable that affect the target at the semantic level and information about relationship between the target and the target influence variable;
- establishing a retrieval augmented generation (RAG) strategy based on the generated relationship information;
- collecting unstructured data comprising a text document and structured data of a feature related to the target and the target influence variable from a data store based on the established retrieval augmented generation strategy, and filtering and storing the collected unstructured data and structured data;
- computing a target outlook of a future based on the stored unstructured data and structured data;
- and
- transmitting the computed target outlook of the future and the relationship information between the target and the target influence variable to a device associated with the user.
8 more elements
Dependencies are inferred from the claim text.