18568348. MODEL GENERATION ASSISTANCE DEVICE, MODEL GENERATION ASSISTANCE METHOD, AND PROGRAM simplified abstract (NEC Corporation)
Contents
MODEL GENERATION ASSISTANCE DEVICE, MODEL GENERATION ASSISTANCE METHOD, AND PROGRAM
Organization Name
Inventor(s)
MODEL GENERATION ASSISTANCE DEVICE, MODEL GENERATION ASSISTANCE METHOD, AND PROGRAM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18568348 titled 'MODEL GENERATION ASSISTANCE DEVICE, MODEL GENERATION ASSISTANCE METHOD, AND PROGRAM
The patent application describes a model generation assistance apparatus that aims to simplify the process of constructing an AI model by presenting it in an easily understandable manner.
- The apparatus includes an acquisition section that gathers trial information, such as parameters used in the construction of the model.
- An inference section then analyzes the differences between pieces of trial information to infer associations between multiple trials.
- Finally, an output section generates display data with nodes representing trials and links indicating associations between them.
Key Features and Innovation:
- Simplifies the process of constructing AI models.
- Provides a visual representation of trial information and associations between trials.
- Enhances understanding and decision-making in model generation.
Potential Applications:
- Data analysis and interpretation in various industries.
- Research and development of AI technologies.
- Decision support systems for complex processes.
Problems Solved:
- Complexities in understanding trial information.
- Lack of visual representation in model generation.
- Difficulty in inferring associations between trials.
Benefits:
- Improved efficiency in constructing AI models.
- Enhanced decision-making based on trial associations.
- Facilitates collaboration and communication among stakeholders.
Commercial Applications:
- "Enhanced Model Generation Assistance Apparatus for Efficient AI Model Construction"
- Potential use in data analytics companies, research institutions, and AI development firms.
- Market implications include increased productivity and accuracy in AI model construction.
Questions about Model Generation Assistance Apparatus: 1. How does the apparatus acquire trial information and what type of data does it gather? 2. What are the potential implications of using this technology in industries such as healthcare or finance?
Frequently Updated Research:
- Stay updated on advancements in AI model construction techniques and tools.
- Explore new applications of visual representation in data analysis and decision-making processes.
Original Abstract Submitted
In order to attain the object of providing a technique that allows a process of constructing a model to be presented in an easily understandable manner, a model generation assistance apparatus includes: an acquisition section that acquires trial information including a parameter used in a trial in a process of constructing an AI model; an inference section that infers association between a plurality of trials on the basis of a difference between respective pieces of trial information of the plurality of trials; and an output section that outputs display data including (i) a plurality of nodes respectively representing the plurality of trials and (ii) a link representing the association.
