LLM as a Tool for Trust-Creating Communication in the Data Marketplace

Methods for exchanging datasets and values as payment have been studied so far, where the communication of user’s intension has been positioned as a key for creating trust. However, user’s intension does not stand alone without logical description of the user’s current and desired situations. Here, with referring to the authors’ previous study about tsugo network, it is proposed to provide a prompt including the statement about the intention of data user, composed of his requirement and situation. This design of prompt is shown to play a significant role for obtaining a satisfactory use plan of datasets.

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Published
2024-12-15
DOI
https://doi.org/10.1109/bigdata62323.2024.10825146
Primary Topic
Access Control and Trust
Type
article
Field-Weighted Citation Impact
0.00

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article

LLM as a Tool for Trust-Creating Communication in the Data Marketplace

Yukio Ohsawa, Kaira Sekiguchi, Yeon Hyuk Son
Access Control and Trust
article

LLM as a Tool for Trust-Creating Communication in the Data Marketplace

Yukio Ohsawa, Kaira Sekiguchi, Yeon Hyuk Son
article en

Abstract

Methods for exchanging datasets and values as payment have been studied so far, where the communication of user’s intension has been positioned as a key for creating trust. However, user’s intension does not stand alone without logical description of the user’s current and desired situations. Here, with referring to the authors’ previous study about tsugo network, it is proposed to provide a prompt including the statement about the intention of data user, composed of his requirement and situation. This design of prompt is shown to play a significant role for obtaining a satisfactory use plan of datasets.

The University of Tokyo (JP)
Japan Society for the Promotion of Science, Japan Science and Technology Agency
Openalex Percentile: Top 58%
Access Control and Trust
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