Topic Supplementary Information Generation for Efficient Content Search
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing information generation methods in online platforms fail to effectively convey key information due to ambiguous topic intentions, leading to inefficient information search and resource wastage as users click through multiple topics to find relevant content.
Innovation Solution
Determine supplementary information based on intention analysis of topic posts to clarify and supplement topic information, displaying both the topic and supplementary information to improve information transmission efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If topic information is displayed without supplementary information, then the display content is simple and clear, but the key information transmission is insufficient and users cannot efficiently understand the topic content
Solution Approach 1:
The display content is segmented into two distinct parts: the original topic information and the generated supplementary information. This segmentation allows the system to preserve the simplicity of the original topic while adding targeted supplementary content that extracts and presents key information from related posts, thereby improving information transmission without overwhelming the user with a completely restructured display.
Solution Approach 2:
The system extracts key information from multiple topic posts and separates it from the original post content. This extracted key information is then presented as supplementary information alongside the topic, allowing users to quickly grasp essential content without having to read through all individual posts, thus reducing information loss while maintaining display clarity.
2Productivity
If users click through multiple topics to find relevant content, then users can thoroughly explore topic details, but the information search efficiency is low and time is wasted
Solution Approach 1:
The system performs preliminary extraction and presentation of key information from topic posts before users initiate their search. By displaying supplementary information that contains essential content upfront, users can immediately assess whether a topic is relevant to their needs without having to click through and explore multiple topics, thereby significantly improving information search efficiency and reducing time loss.
3Loss of information
If users perform multiple clicks to search for information, then users can access detailed content, but network resources and computing resources are wasted
Solution Approach 1:
The system extracts and presents essential key information in the supplementary content, allowing users to obtain the core information they need without performing multiple clicks to access detailed content. This extraction approach reduces unnecessary network requests and computing resource consumption while ensuring users still have access to the essential information they are seeking.
4Adaptability or versatility
If topic intention is ambiguous, then the topic covers broader discussion ranges, but the information conveyed is unclear and users cannot quickly understand the topic focus
Solution Approach 1:
The supplementary information acts as an intermediary between the ambiguous topic description and the user's understanding. It bridges the gap by extracting and presenting clear key information from the posts that relate to the topic, thereby maintaining the broad discussion range of the original topic while providing users with clear, unambiguous information about the actual focus and content of the discussions.
Data Source
AI summary
The present disclosure relates to an information generation method and apparatus, a computer-readable storage medium, and a program product, and relates to the field of data processing and the field of terminal technologies. The information generation method includes: determining, based on intention information of a topic, whether the topic reflects key information of one or more topic posts of the topic; determining, in response to the topic not reflecting the key information of the topic posts, supplementary information of the topic based on the topic posts; and displaying the topic and the supplementary information.