Online Data Acquisition Module for Real-Time Survey Analysis
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Solution Overview
Problem
Qualitative surveys are high in cost and low in data analysis efficiency due to the traditional methods of collecting and analyzing data from a limited number of users at the same time and location.
Innovation Solution
An online data acquisition method and system that generates data acquisition modules dynamically, sends them to multiple target terminals, collects feedback data in real-time, and performs online analysis using text recognition models and statistical analysis based on the type of questions asked.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If traditional qualitative survey methods are used to collect data from a limited number of users at the same time and location, then in-depth interviews can be conducted, but the survey cost is high and data analysis efficiency is low
Solution Approach 1:
The survey system is divided into multiple independent modules: question generation module, data collection module, and analysis module. Each module operates independently and can be dynamically configured, allowing the system to handle large-scale data collection while maintaining analytical depth through segmented processing of qualitative and quantitative data
Solution Approach 2:
The patent uses automated question generation that creates standardized survey templates which can be replicated and distributed to multiple respondents simultaneously. This copying of survey structures enables parallel data collection from numerous users without proportionally increasing cost, while automated analysis tools replicate and process data patterns efficiently
2Quantity of substance
If data is collected from multiple users simultaneously across different locations, then survey coverage and data volume increase, but real-time analysis capability is reduced
Solution Approach 1:
The analysis module operates continuously as data streams in from multiple users simultaneously. The system maintains constant processing of incoming data through automated algorithms, ensuring that analysis continues without interruption regardless of data volume or collection timing, thereby eliminating delays between data collection and analysis
Solution Approach 2:
The system implements real-time feedback loops where collected data is immediately processed and analysis results are fed back to inform subsequent question generation and data collection strategies. This continuous feedback mechanism enables the system to adapt dynamically to data patterns while maintaining real-time analytical capabilities across large user bases
Data Source
AI summary
The embodiments of the specification disclose an online data acquisition method and system, The method includes that: an acquisition terminal generates a first data acquisition module online according to a preset rule, and sends the first data acquisition module to multiple first target terminals; after receiving the first data acquisition module online, the multiple first target terminals feed back multiple pieces of first data online in first preset time, and return the multiple pieces of fed back first data to the acquisition terminal online; and the acquisition terminal performs online analysis based on the multiple pieces of received first data. According to the method provided in the application, it is ensured that survey is performed in real time, and a survey result may be analyzed without any delay.