18513693. INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM simplified abstract (SONY GROUP CORPORATION)
Contents
- 1 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Unanswered Questions
- 1.11 Original Abstract Submitted
INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM
Organization Name
Inventor(s)
INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18513693 titled 'INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM
Simplified Explanation
The information processing apparatus described in the abstract includes a unit that extracts data from content and a model generation unit that creates a model with encoders to calculate feature quantities of the content and extracted data.
- Extraction unit extracts first data from an element constituting first content.
- Model generation unit generates a learned model with a first encoder for calculating a feature quantity of the first content and a second encoder for calculating a feature quantity of the extracted first data.
Potential Applications
This technology could be applied in various fields such as natural language processing, image recognition, and data analysis.
Problems Solved
This technology helps in efficiently processing and analyzing large amounts of data by extracting relevant information and generating models to understand the data better.
Benefits
The benefits of this technology include improved data processing capabilities, enhanced data analysis accuracy, and the ability to extract valuable insights from complex datasets.
Potential Commercial Applications
Potential commercial applications of this technology include data mining software, content recommendation systems, and personalized marketing platforms.
Possible Prior Art
One possible prior art for this technology could be machine learning algorithms used in data analysis and pattern recognition.
Unanswered Questions
How does this technology handle different types of data formats?
The abstract does not specify how the apparatus deals with various data formats such as text, images, or numerical data.
What is the computational complexity of the model generation process?
The abstract does not provide information on the computational resources required for generating the learned model.
Original Abstract Submitted
An information processing apparatus according to the present disclosure includes an extraction unit that extracts first data from an element constituting first content, and a model generation unit that generates a learned model that has a first encoder that calculates a first feature quantity which is a feature quantity of first content, and a second encoder that calculates a second feature quantity which is a feature quantity of the extracted first data.
