Terminal Analysis Screen for Livestream Sales-Reaction Correlation
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Solution Overview
Problem
Existing technologies struggle to easily find correlations between the activities of a livestreamer and reactions of viewers in live commerce, hindering effective optimization of live-streamed sales strategies.
Innovation Solution
A terminal and server system that displays an analysis screen showing livestreamer sales activities and viewer reactions together along a time axis, allowing for real-time correlation analysis and optimization of live commerce content.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional technology is used to analyze livestream data, then data collection is possible, but correlation analysis between livestreamer activities and viewer reactions is difficult
Solution Approach 1:
The patent combines livestreamer activity data and viewer reaction data into a single unified display interface. The analysis screen integrates multiple data types (livestreamer actions, viewer reactions, sales metrics) that are traditionally separated, allowing simultaneous visualization and correlation analysis without requiring multiple separate analysis systems.
Solution Approach 2:
The patent introduces a temporal dimension by displaying all data along a common time axis. This time-based alignment allows users to correlate livestreamer activities with viewer reactions by observing their temporal relationships, transforming complex multi-variable analysis into a more intuitive time-series visualization.
2Measurement precision
If detailed data collection is implemented, then analysis accuracy improves, but ease of operation deteriorates
Solution Approach 1:
The patent segments different types of data (livestreamer activities, viewer reactions, sales metrics) into distinct visual elements on the analysis screen. Each data type is represented by separate objects or markers that can be individually identified and analyzed, making the interpretation of detailed data more manageable and user-friendly.
Solution Approach 2:
By projecting all detailed data onto a common time axis, the patent transforms complex multi-dimensional data relationships into a unified temporal framework. This allows users to interpret detailed reaction data more easily by observing patterns and correlations along the time dimension rather than navigating complex multi-variable datasets.
Data Source
AI summary
A terminal includes one or more processors, and memory storing one or more computer programs configured to be executed by the one or more processors. The one or more computer programs include instructions for: displaying an analysis screen of a livestream associated with a selling item on a display; and displaying, on the analysis screen, a first object indicating a sales activity on a livestreamer side and a second object indicating reactions on viewers side together along a same time axis.