Recommendation System Using Aggregated User Feedback
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Solution Overview
Problem
Users face difficulties in selecting appropriate business objects on websites due to limited descriptive information, authenticity concerns, and inefficient communication methods for confirming object reliability, leading to inaccurate recommendations and resource wastage.
Innovation Solution
A system and method for recommending target object information, where a server collects historical selection data from multiple users to provide support ratios and reliability feedback to clients, enabling informed decisions based on collective user experiences and reducing resource wastage.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If users rely on simple descriptive information displayed on web pages to select business objects, then the interface remains simple and easy to operate, but users cannot fully understand the authenticity and reliability of the business objects
Solution Approach 1:
The patent implements a feedback mechanism where users can provide evaluation information about business objects, and this feedback is collected and displayed to other users. The system aggregates user evaluations and presents them as reference information, creating a feedback loop that improves information reliability without requiring complex interfaces. Users receive feedback from the community about product authenticity and quality.
Solution Approach 2:
The patent introduces an intermediary mechanism where a server collects, processes, and aggregates user evaluation information. This intermediary layer transforms individual user feedback into consolidated reference information that can be displayed to all users. The server acts as a mediator between users and business objects, processing information to enhance reliability while maintaining simple interfaces.
2Reliability
If users communicate with friends or acquaintances to confirm business object reliability, then they can obtain some confirmation information, but the communication lacks focus and wastes server and network resources
Solution Approach 1:
The patent implements a self-service mechanism where the system automatically collects, processes, and displays user evaluation information without requiring active communication between users. Users simply provide evaluations when prompted, and the system automatically aggregates and presents this information to others. This eliminates the need for targeted communication with friends or acquaintances, reducing network and server resource consumption while maintaining reliability confirmation.
3Reliability
If users establish communication connections with friends to obtain confirmation information, then they can verify business object reliability, but the process is time-consuming and inefficient
Solution Approach 1:
The patent implements preliminary action by collecting and aggregating user evaluation information in advance before users need to make decisions. The system proactively gathers feedback from users who have already evaluated business objects and makes this information readily available to other users. This eliminates the need for users to spend time actively searching for or establishing communications to verify reliability, as the information is pre-collected and immediately accessible.
4Ease of operation
If descriptive information for business objects is kept simple, then the web page interface remains easy to operate, but false or inaccurate information from business object providers cannot be detected
Solution Approach 1:
The patent segments the information display into two distinct parts: the original simple descriptive information from business object providers and the separate user evaluation feedback. This segmentation allows the interface to remain simple for displaying product information while adding a distinct section for user feedback that highlights authenticity and reliability. The separation prevents clutter while maintaining both simplicity and reliability.
Solution Approach 2:
The patent applies local quality by providing user evaluation feedback specifically for portions of the information display where authenticity concerns arise. Rather than complicating the entire interface, the system adds targeted feedback elements in specific locations where users need reliability information, such as near product descriptions or pricing. This localized approach maintains overall interface simplicity while enhancing reliability where needed.
Data Source
AI summary
Embodiments of the present application relate to a method for recommending target object information, a system for recommending target object information, a client for recommending target object information, a server for recommending target object information, and a computer program product for recommending target object information. A method for recommending target object information is provided. The method includes receiving a target object informational recommendation request including information pertaining to a plurality of short-listed objects selected, determining historical selection information on the plurality of short-listed objects, the historical selection information including a historical count, a selection count, or both, and sending the part or all of the short-listed object historical selection information to a client.