Display Device Summarizing Cybersecurity Articles via Language Model
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Solution Overview
Problem
Existing technologies do not effectively enable users to easily grasp the contents of articles regarding cybersecurity.
Innovation Solution
A display device that acquires articles on cybersecurity, generates a summary sentence using a language model, and displays the summary sentence, optionally accompanied by audio or visual aids such as images or rankings based on attention degree.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If users read the entire cybersecurity article, then they can understand the content completely, but it takes too much time and effort
Solution Approach 1:
The system extracts the most important information from the full cybersecurity article and presents it as key point bullets. This extraction principle allows users to obtain the essential content without reading the entire article, resolving the contradiction between complete comprehension and time consumption.
Solution Approach 2:
The article content is segmented into discrete key points that can be quickly scanned and understood. By dividing the continuous text into structured bullet points with icons, the system enables users to grasp essential information in small, manageable units rather than processing the entire article at once.
2Loss of time
If the article is summarized briefly, then it can be read quickly, but important details may be lost
Solution Approach 1:
The system performs partial summarization by selecting and presenting only the most critical key points from the article rather than providing a complete summary or reading the full text. This partial action approach ensures users get the essential information needed for cybersecurity awareness without the time cost of comprehensive coverage.
3Measurement precision
If cybersecurity articles use technical language, then they are precise, but they are difficult for general users to understand
Solution Approach 1:
The system applies different quality levels to different parts of the content presentation. Technical precision is maintained in the source article while the key point extraction uses simplified language and visual icons appropriate for general users. This local differentiation allows the system to maintain accuracy where needed while improving accessibility in the presented summary.
Solution Approach 2:
The key point extraction system acts as an intermediary between the technical cybersecurity article and the general user. It translates complex technical information into accessible bullet points with visual icons, mediating between the need for technical precision and the need for ease of understanding.
Data Source
AI summary
A display device includes at least one memory configured to store instructions; and at least one processor configured to execute the instructions to: acquire an article regarding cybersecurity; generate a summary sentence obtained by summarizing the article using a language model; and display the summary sentence.


