2026-10-14T16:22:04Z https://api.figshare.com/v2/oai

oai:figshare.com:article/32006208 2026-09-28T11:33:18Z category_29056 item_type_3 month_year_09_2026

Behavioral patterns in cultural heritage engagement with general-purpose conversational AI Pengbo Chen (23726046) Huining Guan (23726124) Yachi Dai (23726126) Human-computer interaction cultural heritage behavioral coding human-AI interaction content analysis large language models <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. The source conversations were drawn from WildChat (Zhao et al., 2024; https://huggingface.co/datasets/allenai/WildChat-4.8M), LMArena ( https://huggingface.co/datasets/lmarena-ai/arena-human-preference-140k), and ShareChat (Yan et al., 2025; https://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> 2026-04-14T16:39:40Z Dataset Dataset 10.6084/m9.figshare.32006208.v4 https://figshare.com/articles/dataset/Behavioral_Patterns_in_Cultural_Heritage_Engagement_on_General-Purpose_AI_Platforms/32006208 CC BY 4.0