Intention Analysis Module for HR Search Efficiency
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Solution Overview
Problem
Current human resource management systems rely heavily on keyword searches, leading to low search efficiency when managing large volumes of employee data.
Innovation Solution
A data processing method and apparatus that analyzes user intention based on object search information, using multiple models to determine target objects that match the user's intent, and generates display information for these objects.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If keyword search is used for searching employee information, then the system is simple to operate, but the search efficiency is low
Solution Approach 1:
The patent introduces an intermediary component (intention analysis module) between the user's search request and the database search process. This module analyzes the user's intention behind the search query and transforms it into more effective search strategies, thereby improving search efficiency without significantly increasing system complexity from the user's perspective.
Solution Approach 2:
The system performs preliminary analysis of search intentions before executing the actual search operation. By pre-processing the search query to understand user intent, the system can optimize the search process in advance, leading to faster and more accurate results while maintaining operational simplicity.
2Loss of time
If manual searching is performed for employee information, then the system requires minimal processing power, but the time consumption is high
Solution Approach 1:
The system performs preliminary analysis of search intentions and pre-processes search queries before executing database searches. This advance preparation enables faster retrieval operations by optimizing search strategies in advance, reducing actual search time while distributing processing requirements over time.
Solution Approach 2:
The patent replaces manual mechanical searching processes with automated intelligent analysis systems. The intention analysis module automatically interprets search queries and generates optimized search strategies, substituting human manual effort with automated processing that consumes computational power but eliminates time loss.
3Measurement precision
If traditional search methods are used, then the system is easy to implement, but the accuracy of search results is low
Solution Approach 1:
The patent introduces an intermediary intention analysis module that sits between the simple search interface and the complex database query system. This intermediary translates simple user queries into accurate search results by analyzing user intent, thereby improving search accuracy without requiring users to interact with complex systems.
Solution Approach 2:
The system performs preliminary intention analysis before executing searches, allowing it to understand the true meaning behind search queries and adjust search strategies accordingly. This advance analysis improves result accuracy by ensuring searches are performed with the correct understanding of user needs.
Data Source
AI summary
The present disclosure provides a data processing method and apparatus, a device, and a storage medium. Specifically, if a user needs to search for an object, the user may send object search information, where the object search information may be information of the object to be searched that is described by the user. Next, intention analysis information may be generated based on the object search information and sent to a first model. The first model may analyze an intention of the user based on the intention analysis information to obtain intention information, and send the intention information. Object display information may be generated based on the intention information. The object display information is determined based on information of at least one target object which is matched with the object search information.