Webpage Attribute Extraction for Automated Information Cards
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Solution Overview
Problem
Existing methods for generating information cards for objects require significant manual labor, making the process inefficient and labor-intensive.
Innovation Solution
A method and apparatus that automatically generate information cards by analyzing page elements and attributes of a target object using semantic analysis and machine learning models, allowing for efficient extraction and insertion of attributes into predefined templates based on page types.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If manual methods are used to generate information cards, then information cards can be generated with high accuracy, but the process requires significant manual labor and low productivity
Solution Approach 1:
The system performs self-service by automatically analyzing webpage content, extracting object attributes, and generating information cards without human intervention. The automated attribute extraction and template filling processes eliminate manual labor while maintaining high productivity.
Solution Approach 2:
Manual mechanical operations are replaced with automated computer-based systems. The patent uses software to perform attribute extraction, information organization, and card generation, substituting human manual work with automated digital processes.
2Productivity
If automated methods are used to generate information cards, then productivity is improved, but the complexity of the system increases
Solution Approach 1:
The automated information card generation system is divided into distinct functional modules: webpage content acquisition, attribute extraction, information organization, and template-based card generation. This segmentation manages system complexity by creating independent, manageable components.
Solution Approach 2:
The system employs universal templates that can handle multiple types of objects and attributes. A single automated system performs multiple functions including text extraction, data validation, formatting, and generation across different information card types, reducing overall system complexity.
3Loss of time
If manual methods are used for attribute extraction, then measurement precision can be maintained, but time consumption increases
Solution Approach 1:
The system performs preliminary actions by pre-defining attribute templates and validation rules before the actual information card generation. This preparation enables rapid automated extraction while maintaining precision through pre-established criteria and constraints.
Solution Approach 2:
The automated attribute extraction process incorporates feedback mechanisms including validation rules and error checking that ensure extraction accuracy. The system verifies extracted attributes against predefined standards, maintaining measurement precision while operating at high speed.
Data Source
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AI summary
The disclosure provides a method, an apparatus, a device and a medium for generating an information card of an object. In the method, in response to receiving a page address of a page comprising a set of attributes of a target object, obtaining a set of page elements in the page. Determining the set of attributes of the target object based on the set of page elements. Generating an information card of the target object based on the set of attributes With the exemplary implementation of the disclosure, only the page address pointing to the object needs to be input, and the information card can be automatically generated based on the information in the page corresponding to the page address, thereby providing summary information of the object in a visual manner.