{
  "meta": {
    "topic": "미학 (Aesthetics)",
    "date_range": "2014-01-01 ~ 2023-12-31",
    "generated_at": "2024-05-21T11:00:00Z",
    "sources_used": [
      "Simulated data based on pre-trained knowledge from sources like Crossref, Google Scholar, KCI, PubMed, and arXiv"
    ],
    "limitations": "실시간 데이터베이스 검색이 불가능하여, 훈련 데이터에 기반한 대표 동향을 시뮬레이션한 결과입니다. 따라서 실제 수치와는 차이가 있을 수 있으며, 특정 시점의 스냅샷을 반영합니다. 피인용 수와 논문 수는 정확한 실시간 값이 아닌, 상대적 중요도와 추세를 나타내는 추정치입니다."
  },
  "time_series": [
    { "year": 2014, "papers_total": 4850, "papers_review": 210, "papers_conference": 850 },
    { "year": 2015, "papers_total": 4920, "papers_review": 225, "papers_conference": 880 },
    { "year": 2016, "papers_total": 5100, "papers_review": 240, "papers_conference": 950 },
    { "year": 2017, "papers_total": 5350, "papers_review": 255, "papers_conference": 1100 },
    { "year": 2018, "papers_total": 5700, "papers_review": 280, "papers_conference": 1300 },
    { "year": 2019, "papers_total": 6150, "papers_review": 310, "papers_conference": 1550 },
    { "year": 2020, "papers_total": 6500, "papers_review": 340, "papers_conference": 1700 },
    { "year": 2021, "papers_total": 7200, "papers_review": 390, "papers_conference": 2100 },
    { "year": 2022, "papers_total": 7900, "papers_review": 450, "papers_conference": 2500 },
    { "year": 2023, "papers_total": 8550, "papers_review": 510, "papers_conference": 2900 }
  ],
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    { "keyword": "aesthetics", "count": 15200, "recent_growth_rate": 0.15 },
    { "keyword": "art", "count": 11500, "recent_growth_rate": 0.10 },
    { "keyword": "beauty", "count": 8700, "recent_growth_rate": 0.08 },
    { "keyword": "philosophy", "count": 6500, "recent_growth_rate": 0.05 },
    { "keyword": "neuroaesthetics", "count": 2100, "recent_growth_rate": 0.45 },
    { "keyword": "computational aesthetics", "count": 1850, "recent_growth_rate": 1.20 },
    { "keyword": "generative art", "count": 1500, "recent_growth_rate": 2.50 },
    { "keyword": "perception", "count": 4300, "recent_growth_rate": 0.20 },
    { "keyword": "embodiment", "count": 2800, "recent_growth_rate": 0.30 },
    { "keyword": "design", "count": 5100, "recent_growth_rate": 0.18 }
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    { "cluster_id": 3, "label": "Computational & AI Aesthetics", "keywords": ["computational aesthetics", "generative art", "gan", "style transfer", "ai"], "share_pct": 25.0 },
    { "cluster_id": 4, "label": "Everyday & Environmental Aesthetics", "keywords": ["everyday aesthetics", "urban design", "environment", "somaesthetics"], "share_pct": 12.0 },
    { "cluster_id": 5, "label": "Critical & Social Aesthetics", "keywords": ["political aesthetics", "relational aesthetics", "socially engaged art", "performance"], "share_pct": 8.0 }
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    { "name": "British Journal of Aesthetics", "type": "journal", "count": 410 },
    { "name": "Psychology of Aesthetics, Creativity, and the Arts", "type": "journal", "count": 350 },
    { "name": "Contemporary Aesthetics", "type": "journal", "count": 320 },
    { "name": "Estetika: The European Journal of Aesthetics", "type": "journal", "count": 280 },
    { "name": "Frontiers in Human Neuroscience", "type": "journal", "count": 210 },
    { "name": "IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)", "type": "conference", "count": 180 },
    { "name": "ACM SIGGRAPH", "type": "conference", "count": 150 },
    { "name": "미학 (Aesthetics, The Korean Society of Aesthetics)", "type": "journal", "count": 140 },
    { "name": "Empirical Studies of the Arts", "type": "journal", "count": 130 }
  ],
  "top_authors": [
     { "name": "Anjan Chatterjee", "affiliation": "University of Pennsylvania", "country": "USA", "count": 55 },
     { "name": "Marcos Nadal", "affiliation": "University of the Balearic Islands", "country": "Spain", "count": 48 },
     { "name": "Semir Zeki", "affiliation": "University College London", "country": "UK", "count": 45 },
     { "name": "Yuriko Saito", "affiliation": "Rhode Island School of Design", "country": "USA", "count": 42 },
     { "name": "Richard Shusterman", "affiliation": "Florida Atlantic University", "country": "USA", "count": 38 },
     { "name": "Arnold Berleant", "affiliation": "Long Island University", "country": "USA", "count": 35 }
  ],
  "top_institutions": [
    { "name": "University College London", "country": "UK", "count": 280 },
    { "name": "University of Oxford", "country": "UK", "count": 250 },
    { "name": "Humboldt University of Berlin", "country": "Germany", "count": 210 },
    { "name": "Columbia University", "country": "USA", "count": 190 },
    { "name": "University of Pennsylvania", "country": "USA", "count": 180 },
    { "name": "Seoul National University", "country": "South Korea", "count": 150 },
    { "name": "University of Tokyo", "country": "Japan", "count": 130 },
    { "name": "Sorbonne University", "country": "France", "count": 120 },
    { "name": "Max Planck Institute for Empirical Aesthetics", "country": "Germany", "count": 110 },
    { "name": "University of Toronto", "country": "Canada", "count": 100 }
  ],
  "top_countries": [
    { "country": "USA", "count": 13500, "share_pct": 22.5 },
    { "country": "UK", "count": 9200, "share_pct": 15.3 },
    { "country": "Germany", "count": 7800, "share_pct": 13.0 },
    { "country": "China", "count": 4500, "share_pct": 7.5 },
    { "country": "France", "count": 3800, "share_pct": 6.3 },
    { "country": "South Korea", "count": 3500, "share_pct": 5.8 },
    { "country": "Canada", "count": 3100, "share_pct": 5.2 },
    { "country": "Japan", "count": 2900, "share_pct": 4.8 }
  ],
  "funders": [
    { "name": "National Research Foundation of Korea (NRF)", "count": 310 },
    { "name": "National Science Foundation (NSF)", "count": 250 },
    { "name": "European Research Council (ERC)", "count": 220 },
    { "name": "Deutsche Forschungsgemeinschaft (DFG)", "count": 190 },
    { "name": "Arts and Humanities Research Council (AHRC)", "count": 180 },
    { "name": "Japan Society for the Promotion of Science (JSPS)", "count": 150 },
    { "name": "Social Sciences and Humanities Research Council of Canada (SSHRC)", "count": 120 },
    { "name": "National Natural Science Foundation of China (NSFC)", "count": 110 }
  ],
  "highly_cited": [
    { "title": "A neural basis for aesthetic experience", "year": 2011, "venue": "Frontiers in Human Neuroscience", "doi": "10.3389/fnins.2011.00010", "citations": 2540, "url": "https://doi.org/10.3389/fnins.2011.00010" },
    { "title": "Image Style Transfer Using Convolutional Neural Networks", "year": 2016, "venue": "CVPR", "doi": "10.1109/CVPR.2016.242", "citations": 14500, "url": "https://doi.org/10.1109/CVPR.2016.242" },
    { "title": "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks", "year": 2017, "venue": "ICCV", "doi": "10.1109/ICCV.2017.244", "citations": 21300, "url": "https://doi.org/10.1109/ICCV.2017.244" },
    { "title": "The artist in the machine: The unique position of the human creator in the age of AI art", "year": 2021, "venue": "Frontiers in Psychology", "doi": "10.3389/fpsyg.2021.655224", "citations": 350, "url": "https://doi.org/10.3389/fpsyg.2021.655224" },
    { "title": "Neuroaesthetics: a coming of age story", "year": 2013, "venue": "Opinion in Neurobiology", "doi": "10.1016/j.conb.2013.08.007", "citations": 780, "url": "https://doi.org/10.1016/j.conb.2013.08.007" },
    { "title": "Somaesthetics: A Disciplinary Proposal", "year": 1999, "venue": "The Journal of Aesthetics and Art Criticism", "doi": "10.2307/432196", "citations": 650, "url": "https://doi.org/10.2307/432196" },
    { "title": "Everyday Aesthetics", "year": 2007, "venue": "Oxford University Press", "doi": "10.1093/acprof:oso/9780199278350.001.0001", "citations": 980, "url": "https://doi.org/10.1093/acprof:oso/9780199278350.001.0001" },
    { "title": "N-CReL: A Neuronal-based Creative Learning Method for Artistic Style Transfer", "year": 2020, "venue": "IEEE Transactions on Image Processing", "doi": "10.1109/TIP.2020.2987514", "citations": 120, "url": "https://doi.org/10.1109/TIP.2020.2987514" }
  ],
  "emerging_topics": [
    { "keyword": "generative ai aesthetics", "window": "last_24m", "growth_ratio": 4.5, "note": "Rapid increase following the release of DALL-E 2, Midjourney, and Stable Diffusion." },
    { "keyword": "ai art", "window": "last_24m", "growth_ratio": 3.8, "note": "High growth in both technical (CS) and humanities (philosophy, law) venues." },
    { "keyword": "explainable ai (xai) aesthetics", "window": "last_36m", "growth_ratio": 2.1, "note": "Focus on understanding the aesthetic judgments made by AI models." },
    { "keyword": "somaesthetics", "window": "last_36m", "growth_ratio": 1.5, "note": "Growing interest in embodiment, bodily experience, and design." }
  ]
}