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AI enables non-experts to query knowledge graphs, raising trust concerns

Gerald Hiebel demonstrated how artificial intelligence can enable individuals without technical expertise to directly query knowledge graphs. This advancement bypasses the need for an ontology specialist to construct or validate queries. However, this reliance on AI raises significant concerns regarding the explainability and reproducibility of the results, prompting questions about where such a tool would be trustworthy and where it would not. AI

IMPACT Could democratize access to knowledge graphs for non-technical users, but requires careful consideration of trust and explainability.

RANK_REASON Demonstration of a tool/methodology for AI-assisted knowledge graph querying.

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AI enables non-experts to query knowledge graphs, raising trust concerns

COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🕸️ Can AI make knowledge graphs usable for the people who actually need them? Gerald Hiebel showed how AI lets non-technical domain experts query knowledge grap

    🕸️ Can AI make knowledge graphs usable for the people who actually need them? Gerald Hiebel showed how AI lets non-technical domain experts query knowledge graphs directly, without an ontology specialist composing or checking the query first. Skip that check and the expert has to…