{
  "abstract": "This study examines expressed audience appraisals and recorded engagement in Haidilao dance-video comments from two platform-language environments. The retained corpus contains 9,323 records: 5,199 from Douyin and 4,124 from TikTok after removal of 331 duplicate export records. Frozen multilingual rules assign five-point valence, five-point intensity, and six dominant categories. Agreement with reference labels in a 300-record category-balanced audit is weighted κ = 0.794 for valence, weighted κ = 0.837 for intensity, and κ = 0.848 for category. The internal audit includes 34 records that overlap rule-development examples by identifier or exact text. Performer/service appreciation comprises 23.2% of Douyin and 26.9% of TikTok records and encompasses service, appearance, and performance appraisals. Interaction-weighted patterns are sensitive to popular comments. Douyin Stage-2 reply-weighted negative valence falls from 26.8 to 3.9% after 99th-percentile weight capping. The TikTok source-key reanalysis uses 72 adjacent-window pairs from eight source videos. Two associations have CR1-adjusted t-based 95% intervals excluding 1, but all six delete-one-source jackknife intervals include 1. The findings describe machine-coded expression and cumulative interaction concentration; they do not establish individual psychological change, causal effects, or population-level platform differences.",
  "abstract_shown": true,
  "affiliations": [
    "International Exchange and Cooperation Office, Sichuan University of Media and Communications , ,",
    "Research Center of Film, Television and Theatre of Zhejiang Province, Communication University of Zhejiang , ,"
  ],
  "article_type": "research article",
  "arxiv": null,
  "author_total": 2,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Yizhou Zhang"
    },
    {
      "affs": [
        1
      ],
      "name": "Li Li"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/3pwm1f82ne2fw.bib",
  "cited_by": 0,
  "doi": "10.3389/fpsyg.2026.1931735",
  "fulltext_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13719608/?tool=EBI",
  "id": "3pwm1f82ne2fw",
  "issns": [
    "1664-1078"
  ],
  "landing_url": "https://europepmc.org/article/PMC/PMC13719608",
  "language": "eng",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "heading",
      "Original Research"
    ],
    [
      "openalex",
      "1702|Sentiment Analysis and Opinion Mining"
    ]
  ],
  "openalex": "W7222665553",
  "pdf_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13719608/pdf/?tool=EBI",
  "pmcid": "PMC13719608",
  "pmid": "42964356",
  "published": "2026-10-16",
  "publisher": "Frontiers Media SA",
  "ris": "https://research.draconitic.com/paper/3pwm1f82ne2fw.ris",
  "sources": [
    {
      "first_seen": "2026-10-31T12:21:36Z",
      "native_id": "PMC:PMC13719608",
      "source": "europepmc",
      "url": "https://europepmc.org/article/PMC/PMC13719608"
    },
    {
      "first_seen": "2026-11-02T12:23:32Z",
      "native_id": "PMC13719608",
      "source": "pmc",
      "url": "https://doi.org/10.3389/fpsyg.2026.1931735"
    }
  ],
  "subjects": [],
  "title": "Audience emotional appraisals and interaction-weighted salience of short-video communication in international contexts: evidence from Haidilao dance videos on Douyin and TikTok",
  "title_text": "Audience emotional appraisals and interaction-weighted salience of short-video communication in international contexts: evidence from Haidilao dance videos on Douyin and TikTok",
  "type": "peer-reviewed",
  "updated_at": "2026-11-03T12:20:38Z",
  "url": "https://research.draconitic.com/paper/3pwm1f82ne2fw",
  "venue": "Frontiers in psychology",
  "versions": []
}