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.
Authors
- Yukio Ohsawa (ORCID: https://orcid.org/0000-0003-2943-2547)
- Kaira Sekiguchi (ORCID: https://orcid.org/0000-0001-6473-3391)
- Yeon Hyuk Son
Institutions
- The University of Tokyo (JP)
Publication Details
- 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
Funders
- Japan Society for the Promotion of Science
- Japan Science and Technology Agency