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  6. [Column] Introduction to TM-RoBo's Features: Title Search - 2

[Column] Introduction to TM-RoBo's Features: Title Search - 2

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last updated:Dec 11, 2025

IP-RoBo
IP-RoBo
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Create a learning model by comprehensively using machine learning to judge the classification of titles related to the Patent Office and courts!

In the previous installment, we introduced the background issues of existing trademark database services that led to the creation of TM-RoBo's phonetic search. This time, we will explain "the mechanism of phonetic search." As mentioned previously, the results of phonetic searches in existing trademark database services either randomly list trademarks that hit the search or only arrange them according to generally known formal rules (such as a one-sound difference indicating high similarity), so they are not ordered in a correct similarity sequence. As a result, it was necessary for researchers to carefully make similarity judgments for all search results themselves. *For more detailed content of the column, please refer to the related links. If you have any questions, feel free to contact us.*

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[Column] Introduction to TM-RoBo's Features: Title Search - 2

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Trademark Research AI Service 'TM-RoBo'

Trademark Research AI Service 'TM-RoBo'

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IP-RoBo

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Our company is a comprehensive intellectual property consulting firm that provides strategies, operations, technologies, and services related to intellectual property. Starting with the launch of our trademark similarity determination service using artificial intelligence (AI), we aim to achieve the digitization of more advanced intellectual property management. We will utilize various technologies to ensure that intellectual property is properly protected and nurtured, aiming to deliver new value to the market.

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