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ZENODO
Report . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
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Machina Emblematica: Multimodal Information Retrieval Prototype for CH and DH

Final Report for the project funded via the HERMES-Innovation Forschungs-studienprogramm für Datenkompetenzen in den Geistes- und Kulturwissen-schaften 2025
Authors: Vignoli, Michela; Simon, Rainer;

Machina Emblematica: Multimodal Information Retrieval Prototype for CH and DH

Abstract

The goal of Machina Emblematica was to implement a simple state of the art Retrieval Augmented Generation (RAG) system that makes the digital 1668 edition of Joachim Camerarius’ Symbola et Emblemata more accessible and explorable. The team published an innovative, user-friendly chatbot prototype that enables users to ask questions about the emblems and search for related contents in the Symbola et Emblemata. Machina Emblematica innovates access and exploration of the 17th century Latin emblems by providing an assistant that generates user query responses in English based on the most relevant multimodal content retrieved. The prototype advances existing solutions from projects enhancing accessibility and exploration of historical images and texts. This project was funded through the BMFTR joint project HERMES.

Related Organizations
Keywords

Artificial intelligence, Emblem Books, Multimodal Analytics, Information Retrieval, Retrieval-Augmented Generation, Book History

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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