Dynamic Item Identifier Sorting for E-Commerce Display
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Solution Overview
Problem
Current e-commerce systems face challenges in managing item identifiers on product display pages, as they require manual editing and lack real-time information on clicks and sales, leading to static product arrangements and inefficient inventory management.
Innovation Solution
A method and server system that obtain item transform information, calculate item transform scores based on this information, sort items accordingly, and automatically adjust their display positions on a terminal, ensuring a uniform frequency of appearance and real-time monitoring of product performance.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If manual editing commands are used to manage item identifiers, then the service provider can control product arrangement, but the product information becomes static and cannot reflect real-time performance
Solution Approach 1:
The system automatically obtains transform information (clicks, views, sales) of item identifiers and uses this feedback to calculate transform scores and adjust product arrangements dynamically, eliminating the need for manual editing while maintaining real-time responsiveness
Solution Approach 2:
The system performs self-optimization by automatically calculating transform scores based on real-time data and adjusting product displays without human intervention, allowing the system to manage itself based on performance metrics
2Adaptability or versatility
If item identifiers are added to a product pool, then the service provider can expand product options, but cannot timely obtain information about clicks and sales of the item identifier
Solution Approach 1:
The system continuously monitors and obtains transform information of item identifiers in real-time as they are displayed, ensuring that performance data is always current and available for immediate use in score calculation and arrangement adjustment
3Device complexity
If products are arranged based on static inventory information, then the display page can be easily managed, but products with better sales or higher concerns cannot be prioritized
Solution Approach 1:
The system changes the arrangement parameter from static inventory-based ordering to dynamic transform-score-based ordering, where transform scores are calculated from real-time transform information (clicks, views, sales), enabling automatic prioritization of high-performing products
Data Source
AI summary
A method and server for processing item identifiers and a computer readable storage medium are disclosed. In one aspect, the method includes obtaining item transform information of the item identifiers and calculating item transform scores of the item identifiers based on the corresponding item transform information. The method also includes sorting the item identifiers according to the item transform scores of the item identifiers. The method further includes providing the sorted item identifiers to a display terminal.