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Table · dataset · 2026

Behavioral patterns in cultural heritage engagement with general-purpose conversational AI

Listed in HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.32006208.v4

Description

<p dir="ltr">This dataset contains behavioral coding data from the study 'Behavioral Patterns in Cultural Heritage Engagement on General-Purpose AI Platforms.' The dataset includes conversation-level relevance screening results for 1,146 heritage-related conversations extracted from three public AI conversation corpora (WildChat, LMArena, ShareChat), and turn-level behavioral category assignments for 1,454 user turns across 396 relevant conversations.

Two independent coders applied an eight-category deductive behavioral coding scheme comprising Factual Inquiry, Explanatory Inquiry, Guidance Seeking, Content Production, Creative Engagement, Evaluation and Correction, Personal Expression, and Meta-Interaction/Off-Topic. Both coders' independent assignments are provided to enable reliability verification. The complete codebook, including category definitions, decision rules, positive and negative examples, and the keyword list used for heritage conversation extraction, is included.

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The source conversations were drawn from WildChat (Zhao et al., 2024; huggingface.co/datasets/allenai/WildChat-4.8M), LMArena ( huggingface.co/datasets/lmarena-ai/arena-human-preference-140k), and ShareChat (Yan et al., 2025; huggingface.co/datasets/tucnguyen/ShareChat). Researchers wishing to access the original conversation text should obtain the source datasets independently under their respective licenses.

If you use this dataset, please cite the associated paper.</p>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Text 75%
Provenance · 4 source records, 45 field assertions
SourceKeyLast seenRaw
HKU DataHuboai:figshare.com:article/3200620813 d agoJSON v1
figshareoai:figshare.com:article/3200620812 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/3200620812 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/3200620812 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].anzsrc:field:460806mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Human-computer interaction']
concepts[field].anzsrc:field:460806mapping · figshare comvocabulary-mapper@1.0.0keywords['Human-computer interaction']
concepts[field].anzsrc:field:460806mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Human-computer interaction']
concepts[field].anzsrc:field:460806mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Human-computer interaction']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
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concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:psychology-behavioralmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[modality].local:modality:textenrichment · datahub hku hkkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/description
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