Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights

Kristiina Jokinen; Graham Wilcock

doi:10.1145/3610978.3640622

Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Sammanfattning

The paper describes ongoing work applying Generative AI to a real world application. We use Retrieval Augmented Generation and other GenAI tools that combine large language models with Neo4j knowledge graphs. These tools help a robot to chat in English about Japanese cooking using a knowledge base that is in Japanese.

Originalspråk	engelska
Titel på värdpublikation	HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction
Redaktörer	Dan Grollman, Elizabeth Broadbent
Antal sidor	5
Utgivningsort	New York
Förlag	IEEE Computer Society
Utgivningsdatum	11 mars 2024
Sidor	578-582
ISBN (elektroniskt)	979-8-4007-0323-2
DOI	https://doi.org/10.1145/3610978.3640622
Status	Publicerad - 11 mars 2024
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	Annual ACM/IEEE International Conference on Human-Robot Interaction - Boulder, Förenta Staterna (USA) Varaktighet: 11 mars 2024 → 15 mars 2024 Konferensnummer: 19

Publikationsserier

Namn	ACM/IEEE International Conference on Human-Robot Interaction
Förlag	IEEE Computer Society
ISSN (tryckt)	2167-2121
ISSN (elektroniskt)	2167-2148

Bibliografisk information

Publisher Copyright:
© 2024 Copyright held by the owner/author(s)

Vetenskapsgrenar

6121 Språkvetenskaper
113 Data- och informationsvetenskap

Åtkomst av dokument

10.1145/3610978.3640622

Dokument under embargo

HRI-2024
Accepterat manuskript från författare, 1,74 MB
Licens: !!Unspecified
Embargo avslutas: 11/03/2026

Citera det här

Jokinen, K., & Wilcock, G. (2024). Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights. I D. Grollman, & E. Broadbent (Red.), HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction (s. 578-582). (ACM/IEEE International Conference on Human-Robot Interaction). IEEE Computer Society. https://doi.org/10.1145/3610978.3640622

Jokinen, Kristiina ; Wilcock, Graham. / Exploring a Japanese Cooking Database : A robot uses GenAI and a knowledge graph to chat about culinary delights. HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction. redaktör / Dan Grollman ; Elizabeth Broadbent. New York : IEEE Computer Society, 2024. s. 578-582 (ACM/IEEE International Conference on Human-Robot Interaction).

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title = "Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights",

abstract = "The paper describes ongoing work applying Generative AI to a real world application. We use Retrieval Augmented Generation and other GenAI tools that combine large language models with Neo4j knowledge graphs. These tools help a robot to chat in English about Japanese cooking using a knowledge base that is in Japanese.",

keywords = "6121 Languages, 113 Computer and information sciences, Cypher query language, Generative AI, graph databases, Japanese cooking, knowledge graphs, large language models, retrieval augmented generation, semantic search, social robots",

author = "Kristiina Jokinen and Graham Wilcock",

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year = "2024",

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Jokinen, K & Wilcock, G 2024, Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights. i D Grollman & E Broadbent (red), HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction. ACM/IEEE International Conference on Human-Robot Interaction, IEEE Computer Society, New York, s. 578-582, Annual ACM/IEEE International Conference on Human-Robot Interaction, Boulder, Förenta Staterna (USA), 11/03/2024. https://doi.org/10.1145/3610978.3640622

Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights. / Jokinen, Kristiina ; Wilcock, Graham.
HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction. red. / Dan Grollman; Elizabeth Broadbent. New York: IEEE Computer Society, 2024. s. 578-582 (ACM/IEEE International Conference on Human-Robot Interaction).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

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Jokinen K , Wilcock G. Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights. I Grollman D, Broadbent E, redaktörer, HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction. New York: IEEE Computer Society. 2024. s. 578-582. (ACM/IEEE International Conference on Human-Robot Interaction). doi: 10.1145/3610978.3640622