Communications-Based Compatibility Features in Item Listings
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Solution Overview
Problem
Conventional item listing platforms are limited in presenting additional details beyond standard item features, requiring users to manually search through communications to find relevant information, which is inefficient and time-consuming.
Innovation Solution
The system extracts communications-based compatibility features from user communications, such as questions, answers, and comments, to generate supplementary item information, which includes operational, demographic, and sub-feature compatibility features, and presents them in a user-friendly interface.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If conventional item listing platforms present only standard features provided by item providers, then the platform interface is simple and easy to operate, but users cannot access additional useful or relevant information beyond standard features
Solution Approach 1:
The patent segments information presentation by distinguishing between standard features (provided by item providers) and communications-based features (extracted from user communications). This segmentation allows the system to present different types of features in an organized manner, reducing information loss while managing interface complexity through structured categorization.
Solution Approach 2:
The patent adds a new dimension to information presentation by extracting and displaying communications-based compatibility features alongside standard features. This dimensional expansion enables users to access both manufacturer-provided information and user-generated compatibility information without fundamentally redesigning the entire interface structure.
2Loss of information
If users manually review different types of communications to identify additional useful information, then comprehensive information can be found, but the process is time-consuming and inefficient
Solution Approach 1:
The system performs preliminary action by automatically extracting and processing communications-based compatibility features from user communications before users need the information. This pre-processing of communications data eliminates the need for users to manually review communications, providing comprehensive information quickly and efficiently.
Solution Approach 2:
The system implements self-service by automatically analyzing communications data and generating compatibility features without requiring user intervention. The platform serves itself by extracting meaningful information from communications and presenting it in an accessible format, saving users time while maintaining comprehensive information availability.
3Productivity
If item listing platforms provide only standard features, then the platform is easy to maintain and operate, but the platform functioning is inefficient as users must scroll and switch views to find relevant data
Solution Approach 1:
The patent merges standard features and communications-based features into a unified feature presentation. This combination allows users to access both types of information in a single view, improving search efficiency by eliminating the need to switch between different views or scroll through separate sections, while maintaining interface simplicity through integrated presentation.
Data Source
AI summary
Methods, systems, and computer storage media for providing supplementary item information on communications-based compatibility features for a primary item in an item listing platform. In particular, communications-based compatibility features are extracted from user communications about the primary item to identify additional features of the item. In operation, a supplementation engine of an item listing platform, accesses user communications for the primary item. Supplementary item information is generated for the item, where the supplementary item information includes a communications-based compatibility feature associated with the item. The communications-based compatibility feature indicates that the primary item is compatible with the secondary item, a non-standard feature (e.g., a feature not provided in a feature set of the primary item), or a demographic feature (e.g., age). The supplementary item information is provided to cause presentation of a user interface element corresponding to the communications-based compatibility feature on a user interface of the item listing platform.


