AI Document Sharing Platform with Q&A Generation
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Solution Overview
Problem
Conventional specialized document sharing platforms face challenges in providing accurate and high-quality search results, particularly for documents requiring advanced knowledge processing and inference, such as technical papers. Additionally, these platforms often lack effective promotional methods for authors to increase document sharing and visibility.
Innovation Solution
A specialized document sharing platform that utilizes a deep-learning neural network to generate question-and-answer content for specialized documents, and provides promotional content based on this generated content. The platform includes a user interface for editing the question-and-answer content and producing customized promotional materials.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional specialized document sharing platforms simply list or summarize documents, then the platform implementation is simple, but the search result quality and accuracy are low
Solution Approach 1:
The patent introduces an AI language model as an intermediary between the user query and the document database. The model generates question-answer pairs that serve as intermediate representations, bridging the gap between simple listing and complex analysis, thereby improving search accuracy without requiring the platform itself to become overly complex
Solution Approach 2:
The system performs preliminary processing by pre-generating question-answer pairs from documents before actual search queries are made. This advance preparation of structured content enables faster and more accurate retrieval when users search, improving measurement precision without increasing the complexity of the search operation itself
2Productivity
If authors manually create promotional content, then the content quality can be high, but the time and effort required are significant
Solution Approach 1:
The system enables self-service by allowing the AI model to automatically generate promotional content from the document itself. Authors simply upload their documents, and the system autonomously creates question-answer pairs and promotional materials, eliminating the need for manual content creation while maintaining high quality
Solution Approach 2:
The patent replaces the mechanical process of manual content creation with an automated AI-based system. The language model substitutes human authors in the content generation task, transforming a time-consuming manual process into an efficient automated operation that preserves content quality
3Ease of operation
If conventional platforms provide only basic document listing, then the platform operation is easy, but additional user effort is required to understand document content
Solution Approach 1:
The patent segments complex document content into discrete question-answer pairs. This breakdown transforms overwhelming full-document reading into manageable, targeted information chunks that users can easily consume, reducing user effort while preserving complete content understanding through comprehensive Q&A coverage
Data Source
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AI summary
A method of providing a specialized document sharing platform by a platform application executed by at least one processor of a terminal includes obtaining a first specialized document, generating question and answer content for the first specialized document using a question and answer language model, generating promotional content, which comprises an online promotional material for the first specialized document, based on the question and answer content, providing a promotional material production workspace based on the promotional content, determining promotional start content, which comprises the promotional content to be registered on the specialized document sharing platform, using the promotional material production workspace, and providing the promotional start content using the specialized document sharing platform.