Medieval Korean Script Generation Chatbot for Historical Content

Abstract

The present invention is a script generation and translation system for the production of historical works, which includes a technology in which an AI-based chatbot automatically generates a modern Korean script, converts it into Middle Korean, and even provides pronunciation rules. Through this, the level of historical accuracy in the production of historical dramas is improved, the workload of producers is reduced, and it can be utilized as a useful tool for history enthusiasts and researchers.

Description

Technology Field

[0001] The present invention relates to artificial intelligence and natural language processing technology, and in particular to a chatbot system that supports script writing and translation in the production process of historical works such as historical dramas. It is an attempt to expand the foundation for the convergence of AI and humanities. Background Technology

[0002] In the conventional production process for historical dramas, scriptwriting is carried out manually by creators and experts, and reflecting historical facts and linguistic accuracy requires a significant amount of time. In particular, historical drama scripts utilizing Middle Korean are difficult to research and apply due to grammatical differences from Modern Korean. While numerous AI-based script assistance systems exist to date, there have been very few attempts to develop systems that provide Middle Korean translation and pronunciation guides based on historical materials. Consequently, there is a growing need for a new type of script generation and translation system capable of enhancing the level of historical accuracy and increasing production efficiency in historical dramas. Prior art literature

[0003] 1. OpenAI API versions 40 and 30 2. Ministry of Culture, Sports and Tourism Annals of the Joseon Dynasty DB 3. King Sejong Memorial Society Sejong Hangul Classics DB The problem to be solved

[0004] This project aims to resolve existing difficulties in strengthening historical accuracy and providing scripts utilizing Middle Korean during the production of historical dramas. In particular, it seeks to enable creators to apply Middle Korean more easily, thereby improving the quality of historical drama production. means of solving the problem

[0005] The present invention solves the above problem through a chatbot system that learns vast historical data such as artificial intelligence GPTs APIs and the Annals of the Joseon Dynasty DB to automatically generate a modern Korean script, and then provides translation and pronunciation information into medieval Korean after modification by the creator. Effects of the invention

[0006] 1. Historical accuracy is strengthened during the production of historical dramas.

[0007] 2. The script writing and translation processes are automated, reducing production time.

[0008] 3. It can pioneer new possibilities for creative works using Middle Korean.

[0009] 4. Increases research utility by providing information on Middle Korean texts and pronunciation rules to history enthusiasts and researchers.

[0010] 5. It can be used as an auxiliary tool for exporting K-history content. Brief explanation of the drawing

[0011] Drawing 1: Overall configuration diagram of the system This diagram is a flowchart explaining the operating principle of a Middle Korean chatbot, illustrating the process of collecting the questioner's intent to generate a Modern Korean script and converting it into Middle Korean. It includes the process of the chatbot learning data by utilizing pre-trained materials such as the Annals of the Joseon Dynasty and Sejong Classical Hangul. It shows that after a primary script is generated in Modern Korean, a secondary script is translated into Middle Korean following a user modification process. It explains the operating principle of a GPT-based algorithm that analyzes the questioner's input to generate the most appropriate script. It includes the flow of the conversion from Modern Korean to Middle Korean and the generation of pronunciation rules. Drawing 2: User Interface This is the screen the user sees when actually using this invention. Specific details for implementing the invention

[0012] The present invention is a system that analyzes historical data using artificial intelligence-based natural language processing technology and automatically generates a Middle Korean script that can be used in the production of historical dramas.

[0013] 1. Data Training and Model Configuration

[0014] A natural language processing model including Middle Korean vocabulary and grammar is constructed by training on the GPTs API, the Annals of the Joseon Dynasty DB, and other historical materials. The training data includes Middle Korean literature and corresponding Modern Korean sentences to maximize the learning effect. A Transformer-based deep learning model is applied to improve the accuracy of context and vocabulary transformation.

[0015] 2. Generation of Modern Korean Script

[0016] When a user enters a scenario summary or keywords, the chatbot analyzes the content and generates a draft of the modern Korean script. It forms a natural context by reflecting conversation patterns between characters and expressions frequently used in historical dramas.

[0017] 3. User Review and Modification

[0018] Users can review and revise the automatically generated modern Korean script to complete the final version. It efficiently supports the creator's work by providing an interface that allows for the modification of specific words or sentences during the script review.

[0019] 4. Provision of Middle Korean translation and pronunciation rules

[0020] When a final Modern Korean script is input, it is translated into Middle Korean through a Middle Korean conversion algorithm. It provides sentences automatically converted according to Middle Korean grammar and generates pronunciation data based on this. It supports actors in learning pronunciation more easily by providing pronunciation guides for specific words within the script. By combining it with a Text-to-Speech (TTS) model, a feature allowing real-time listening to Middle Korean pronunciation can also be added.

[0021] 5. System Scalability

[0022] This system can be extended through additional data training to include support for translation and scripts of various forms, such as ancient Korean and Goryeo Dynasty literature. It is configured to continuously improve the model's translation quality by incorporating user feedback. Industrial applicability

[0023] This invention can be utilized in various industrial fields, including not only the production of historical dramas but also history education, AI-based language research, cultural heritage restoration, and classical literature research. In particular, by supporting the production of historical drama content, it can contribute to the development of the domestic and international history content industry.

Claims

Claim 1 A chatbot system for generating a script for producing historical works, comprising: (a) an input unit that receives a scenario summary or keywords entered by a user; (b) a modern Korean script generation unit that generates a modern Korean script by analyzing the input based on a historical literature database; (c) a user modification reflection unit that corrects the modern Korean script by reflecting the user's modification input; (d) a medieval Korean conversion unit that converts the corrected modern Korean script according to a medieval Korean grammar and vocabulary system; and (e) a pronunciation information generation unit that generates pronunciation information corresponding to the medieval Korean script. A system according to claim 1, wherein the historical literature database includes the Annals of the Joseon Dynasty, Hangul classical literature, and Middle Korean text. A system according to claim 1, characterized in that the pronunciation information is provided in the form of voice synthesis or voice output for practicing a line of dialogue by an actor. A system according to claim 1, wherein the modern Korean script generation unit and the middle Korean conversion unit utilize a transformer-based natural language processing model.

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