Search Result Ranking via Language Matching
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Solution Overview
Problem
In electronic commerce systems, language barriers hinder transactions between buyers and sellers from different linguistic backgrounds, as search results are not effectively prioritized based on language matching, leading to poor communication and reduced transaction chances.
Innovation Solution
A system and method that detect the geographic region of both buyers and sellers to infer their languages, prioritize search results by language matching or similarity, and adjust relevance weights to favor sellers speaking the same language, using geographic indicators, language proficiency analysis, and feedback from similar-language buyers.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If search results are prioritized based on language matching between buyers and sellers, then communication effectiveness and transaction success rate improve, but system complexity increases due to language detection and ranking algorithm requirements
Solution Approach 1:
The system performs preliminary language detection for both buyers and sellers before generating search results. Language identifiers are extracted and stored in advance, allowing the ranking algorithm to efficiently prioritize listings based on language matching without adding complexity during the actual search execution phase
Solution Approach 2:
The patent introduces language identifiers as an intermediary element that mediates between buyers and sellers. These identifiers serve as a common ground for matching, enabling the system to bridge language barriers without requiring direct language understanding or complex real-time translation capabilities
2Productivity
If the system detects geographic regions and infers languages to prioritize search results, then transaction efficiency improves, but information processing complexity increases
Solution Approach 1:
The system extracts language identifiers from geographic region data as a separate, independent attribute. By taking out the language information from the complex geographic context, the system can process and match languages efficiently without needing to analyze entire geographic profiles during search operations
Solution Approach 2:
The patent transforms geographic region information into language identifier parameters that can be directly used for matching. This parameter transformation allows the system to work with simplified language codes rather than complex geographic coordinates or region names, improving processing efficiency
3Reliability
If search results are filtered and ranked based on language matching, then buyer-seller communication quality improves, but the quantity of visible search results may decrease
Solution Approach 1:
The ranking system dynamically adjusts the weight of language matching based on user preferences and context. Rather than applying a fixed filter that would reduce results, the system dynamically modulates the importance of language matches in the overall ranking calculation, ensuring relevant results remain visible while prioritizing language-compatible listings
Data Source
AI summary
In various exemplary embodiments, a system and associated method for prioritizing search results in an electronic environment is disclosed. The system comprises a communications module to receive a search query from a searching party located in a geographic region and a search engine to conduct a search and generate search results. A query engine identifies the geographic region of the searching party and identifies a language associated with the identified geographic region of the searching party based on the identified geographic region of the searching party. The search results are prioritized based on the identified language.