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

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

Abstrakti

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.

Alkuperäiskieli	englanti
Otsikko	HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction
Toimittajat	Dan Grollman, Elizabeth Broadbent
Sivumäärä	5
Julkaisupaikka	New York
Kustantaja	IEEE Computer Society
Julkaisupäivä	11 maalisk. 2024
Sivut	578-582
ISBN (elektroninen)	979-8-4007-0323-2
DOI - pysyväislinkit	https://doi.org/10.1145/3610978.3640622
Tila	Julkaistu - 11 maalisk. 2024
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	Annual ACM/IEEE International Conference on Human-Robot Interaction - Boulder, Yhdysvallat (USA) Kesto: 11 maalisk. 2024 → 15 maalisk. 2024 Konferenssinumero: 19

Julkaisusarja

Nimi	ACM/IEEE International Conference on Human-Robot Interaction
Kustantaja	IEEE Computer Society
ISSN (painettu)	2167-2121
ISSN (elektroninen)	2167-2148

Lisätietoja

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

Tieteenalat

6121 Kielitieteet
113 Tietojenkäsittely- ja informaatiotieteet

Pääsy asiakirjaan

10.1145/3610978.3640622

Aikarajoitettu (embargo) dokumentti

HRI-2024
Hyväksytty kirjoittajan käsikirjoitus, 1,74 MB
Lisenssi: Määrittelemätön
Aikarajoitus (embargo) päättyy: 11/03/2026

Siteeraa tätä

Jokinen, K., & Wilcock, G. (2024). Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights. teoksessa D. Grollman, & E. Broadbent (Toimittajat), HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction (Sivut 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. Toimittaja / Dan Grollman ; Elizabeth Broadbent. New York : IEEE Computer Society, 2024. Sivut 578-582 (ACM/IEEE International Conference on Human-Robot Interaction).

@inproceedings{af187d92cd82488093aaf76b99af9a23,

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",

note = "Publisher Copyright: {\textcopyright} 2024 Copyright held by the owner/author(s); Annual ACM/IEEE International Conference on Human-Robot Interaction, HRI '2024 ; Conference date: 11-03-2024 Through 15-03-2024",

year = "2024",

month = mar,

day = "11",

doi = "10.1145/3610978.3640622",

language = "English",

series = "ACM/IEEE International Conference on Human-Robot Interaction",

publisher = "IEEE Computer Society",

pages = "578--582",

editor = "Grollman, {Dan } and Broadbent, {Elizabeth }",

booktitle = "HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction",

address = "United States",

}

Jokinen, K & Wilcock, G 2024, Exploring a Japanese Cooking Database: A robot uses GenAI and a knowledge graph to chat about culinary delights. julkaisussa D Grollman & E Broadbent (toim), 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, Sivut 578-582, Annual ACM/IEEE International Conference on Human-Robot Interaction, Boulder, Yhdysvallat (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. toim. / Dan Grollman; Elizabeth Broadbent. New York: IEEE Computer Society, 2024. s. 578-582 (ACM/IEEE International Conference on Human-Robot Interaction).

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

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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. julkaisussa Grollman D, Broadbent E, toimittajat, 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