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ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Supplementary Dataset for Master's Thesis: Towards an Ontology of Normative Role Design for LLM Agent Interactions in Multi-Agent Systems

Authors: Hassan Nejad, Mohsen;

Supplementary Dataset for Master's Thesis: Towards an Ontology of Normative Role Design for LLM Agent Interactions in Multi-Agent Systems

Abstract

This dataset accompanies the master's thesis "Towards an Ontology of Normative Role Design for LLM Agent Interactions in Multi-Agent Systems," submitted to the Erasmus Mundus Joint Master's Programme in Artificial Intelligence for Sustainable Societies (AISS) at Tallinn University. The deposit contains two files: Ontology_Normative_Role_Design_LLM_MAS.xlsx — A multi-tab spreadsheet encoding the ontology developed in this thesis. It includes per-paper coding sheets for 38 studies, a master synthesis sheet aggregating coded dimensions (role design, domain, outcomes, failures), and a triples sheet formalising the ontology as entity–relation–entity triples (515 triples, 212 entities, 15 relation types). SLR_Screening_Sheet.xlsx — The systematic literature review screening log documenting the full pipeline from approximately 700 initial records to the 38 studies included in the final analysis, with inclusion/exclusion decisions and criteria.

Related Organizations
Keywords

multi-agent systems, large language models, role design, ontology, systematic literature review, normative design, LLM agents, system prompts

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    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).
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    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.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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