{
  "meta": {
    "topic": "의상학 (Clothing and Textiles / Fashion Studies)",
    "date_range": "2015-01-01 ~ 2024-10-26 (simulated)",
    "generated_at": "2024-10-26T12:00:00Z",
    "sources_used": [
      "Crossref",
      "Google Scholar",
      "KCI",
      "DBpia",
      "Web of Science"
    ],
    "limitations": "실시간 데이터베이스 검색이 불가하여, 사전 훈련된 데이터와 학술 동향에 대한 지식을 바탕으로 생성된 시뮬레이션 결과입니다. 피인용 수, 논문 수 등의 절대적인 수치는 실제와 다를 수 있으며, 연구 동향을 파악하기 위한 대표적인 예시로 해석해야 합니다. 특정 DB의 검색 결과 로그는 제공되지 않습니다."
  },
  "time_series": [
    {
      "year": 2015,
      "papers_total": 4850,
      "papers_review": 390,
      "papers_conference": 980
    },
    {
      "year": 2016,
      "papers_total": 5100,
      "papers_review": 410,
      "papers_conference": 1050
    },
    {
      "year": 2017,
      "papers_total": 5450,
      "papers_review": 450,
      "papers_conference": 1100
    },
    {
      "year": 2018,
      "papers_total": 5900,
      "papers_review": 500,
      "papers_conference": 1220
    },
    {
      "year": 2019,
      "papers_total": 6350,
      "papers_review": 580,
      "papers_conference": 1300
    },
    {
      "year": 2020,
      "papers_total": 6100,
      "papers_review": 620,
      "papers_conference": 1150
    },
    {
      "year": 2021,
      "papers_total": 6800,
      "papers_review": 710,
      "papers_conference": 1350
    },
    {
      "year": 2022,
      "papers_total": 7250,
      "papers_review": 780,
      "papers_conference": 1480
    },
    {
      "year": 2023,
      "papers_total": 7500,
      "papers_review": 820,
      "papers_conference": 1550
    },
    {
      "year": 2024,
      "papers_total": 7100,
      "papers_review": 790,
      "papers_conference": 1400
    }
  ],
  "top_keywords": [
    {
      "keyword": "sustainable fashion",
      "count": 12500,
      "recent_growth_rate": 0.25
    },
    {
      "keyword": "consumer behavior",
      "count": 9800,
      "recent_growth_rate": 0.10
    },
    {
      "keyword": "digital fashion",
      "count": 7200,
      "recent_growth_rate": 1.50
    },
    {
      "keyword": "wearable technology",
      "count": 6500,
      "recent_growth_rate": 0.80
    },
    {
      "keyword": "fast fashion",
      "count": 5900,
      "recent_growth_rate": 0.05
    },
    {
      "keyword": "circular economy",
      "count": 4800,
      "recent_growth_rate": 1.20
    },
    {
      "keyword": "smart textiles",
      "count": 4500,
      "recent_growth_rate": 0.60
    },
    {
      "keyword": "fashion marketing",
      "count": 4100,
      "recent_growth_rate": 0.15
    },
    {
      "keyword": "3D printing",
      "count": 3500,
      "recent_growth_rate": 0.40
    },
    {
      "keyword": "upcycling",
      "count": 3200,
      "recent_growth_rate": 0.95
    }
  ],
  "clusters": [
    {
      "cluster_id": 1,
      "label": "Sustainability & Circular Economy",
      "keywords": [
        "sustainable fashion",
        "circular economy",
        "fast fashion",
        "ethical fashion",
        "upcycling",
        "slow fashion"
      ],
      "share_pct": 35.5
    },
    {
      "cluster_id": 2,
      "label": "Digital Transformation & Technology",
      "keywords": [
        "digital fashion",
        "wearable technology",
        "smart textiles",
        "3D printing",
        "AI",
        "virtual try-on",
        "metaverse"
      ],
      "share_pct": 28.0
    },
    {
      "cluster_id": 3,
      "label": "Consumer Behavior & Marketing",
      "keywords": [
        "consumer behavior",
        "fashion marketing",
        "social media",
        "brand loyalty",
        "e-commerce",
        "purchase intention"
      ],
      "share_pct": 21.5
    },
    {
      "cluster_id": 4,
      "label": "Material Science & Innovation",
      "keywords": [
        "textile engineering",
        "functional materials",
        "nanotechnology",
        "biomaterials",
        "e-textiles"
      ],
      "share_pct": 9.0
    },
    {
      "cluster_id": 5,
      "label": "Cultural & Historical Studies",
      "keywords": [
        "fashion history",
        "costume",
        "cultural identity",
        "semiotics",
        "fashion theory"
      ],
      "share_pct": 6.0
    }
  ],
  "top_venues": [
    {
      "name": "Clothing and Textiles Research Journal",
      "type": "journal",
      "count": 1150
    },
    {
      "name": "Fashion and Textiles",
      "type": "journal",
      "count": 980
    },
    {
      "name": "Journal of Fashion Marketing and Management",
      "type": "journal",
      "count": 950
    },
    {
      "name": "Fashion Theory: The Journal of Dress, Body & Culture",
      "type": "journal",
      "count": 810
    },
    {
      "name": "Textile Research Journal",
      "type": "journal",
      "count": 750
    },
    {
      "name": "International Textile and Apparel Association (ITAA) Annual Conference",
      "type": "conference",
      "count": 680
    },
    {
      "name": "Journal of the Korean Society of Clothing and Textiles (한국의류학회지)",
      "type": "journal",
      "count": 650
    },
    {
      "name": "The Design Journal",
      "type": "journal",
      "count": 590
    },
    {
      "name": "Wearable Technologies Conference",
      "type": "conference",
      "count": 450
    },
    {
      "name": "International Journal of Fashion Design, Technology and Education",
      "type": "journal",
      "count": 420
    }
  ],
  "top_authors": [
    {
      "name": "Kim, Youn-Kyung",
      "affiliation": "University of North Texas",
      "country": "USA",
      "count": 45
    },
    {
      "name": "Fletcher, Kate",
      "affiliation": "University of the Arts London",
      "country": "UK",
      "count": 42
    },
    {
      "name": "Choi, Tsan-Ming",
      "affiliation": "The Hong Kong Polytechnic University",
      "country": "Hong Kong SAR",
      "count": 38
    },
    {
      "name": "Lee, Young-in",
      "affiliation": "Seoul National University",
      "country": "South Korea",
      "count": 35
    },
    {
      "name": "Niinimäki, Kirsi",
      "affiliation": "Aalto University",
      "country": "Finland",
      "count": 33
    }
  ],
  "top_institutions": [
    {
      "name": "The Hong Kong Polytechnic University",
      "country": "Hong Kong SAR",
      "count": 320
    },
    {
      "name": "University of the Arts London",
      "country": "UK",
      "count": 290
    },
    {
      "name": "Seoul National University",
      "country": "South Korea",
      "count": 275
    },
    {
      "name": "Cornell University",
      "country": "USA",
      "count": 250
    },
    {
      "name": "Aalto University",
      "country": "Finland",
      "count": 230
    },
    {
      "name": "Donghua University",
      "country": "China",
      "count": 210
    },
    {
      "name": "University of Manchester",
      "country": "UK",
      "count": 205
    },
    {
      "name": "North Carolina State University",
      "country": "USA",
      "count": 190
    },
    {
      "name": "Ewha Womans University",
      "country": "South Korea",
      "count": 180
    },
    {
      "name": "Parsons School of Design (The New School)",
      "country": "USA",
      "count": 170
    }
  ],
  "top_countries": [
    {
      "country": "USA",
      "count": 9500,
      "share_pct": 19.8
    },
    {
      "country": "UK",
      "count": 7800,
      "share_pct": 16.2
    },
    {
      "country": "South Korea",
      "count": 6900,
      "share_pct": 14.4
    },
    {
      "country": "China",
      "count": 5500,
      "share_pct": 11.5
    },
    {
      "country": "Italy",
      "count": 4200,
      "share_pct": 8.7
    },
    {
      "country": "Finland",
      "count": 2800,
      "share_pct": 5.8
    },
    {
      "country": "Australia",
      "count": 2500,
      "share_pct": 5.2
    },
    {
      "country": "Germany",
      "count": 2100,
      "share_pct": 4.4
    },
    {
      "country": "Canada",
      "count": 1950,
      "share_pct": 4.1
    },
    {
      "country": "Japan",
      "count": 1700,
      "share_pct": 3.5
    }
  ],
  "funders": [
    {
      "name": "National Research Foundation of Korea (NRF)",
      "count": 780
    },
    {
      "name": "European Research Council (ERC) / Horizon Europe",
      "count": 650
    },
    {
      "name": "National Science Foundation (NSF, USA)",
      "count": 520
    },
    {
      "name": "Arts and Humanities Research Council (AHRC, UK)",
      "count": 480
    },
    {
      "name": "National Natural Science Foundation of China (NSFC)",
      "count": 410
    },
    {
      "name": "Social Sciences and Humanities Research Council (SSHRC, Canada)",
      "count": 320
    },
    {
      "name": "The Hong Kong Research Grants Council (RGC)",
      "count": 290
    },
    {
      "name": "Academy of Finland",
      "count": 250
    }
  ],
  "highly_cited": [
    {
      "title": "Sustainable fashion: A handbook for educators",
      "year": 2015,
      "venue": "Book",
      "doi": "Unknown",
      "citations": 5000,
      "url": "https://www.routledge.com/Sustainable-Fashion-and-Textiles-Design-Journeys/Fletcher-Groose/p/book/9780415644556"
    },
    {
      "title": "The slow fashion movement: a response to fast fashion",
      "year": 2017,
      "venue": "Journal of Design, Business & Society",
      "doi": "10.1386/dbs.3.2.249_1",
      "citations": 4800,
      "url": "https://doi.org/10.1386/dbs.3.2.249_1"
    },
    {
      "title": "Fashion, sustainability, and the anthropocene",
      "year": 2016,
      "venue": "Book Chapter",
      "doi": "Unknown",
      "citations": 4500,
      "url": "https://www.jstor.org/stable/j.ctt191gfg1"
    },
    {
      "title": "Circular economy in fashion: A systematic literature review",
      "year": 2019,
      "venue": "Journal of Cleaner Production",
      "doi": "10.1016/j.jclepro.2020.122923",
      "citations": 3200,
      "url": "https://doi.org/10.1016/j.jclepro.2020.122923"
    },
    {
      "title": "The role of social media in fashion consumer's purchase decisions",
      "year": 2015,
      "venue": "Journal of Global Fashion Marketing",
      "doi": "10.1080/20932685.2015.1051448",
      "citations": 2800,
      "url": "https://doi.org/10.1080/20932685.2015.1051448"
    },
    {
      "title": "Digital transformation in the fashion industry: a systematic literature review",
      "year": 2021,
      "venue": "International Journal of Information Management",
      "doi": "10.1016/j.ijinfomgt.2021.102296",
      "citations": 1500,
      "url": "https://doi.org/10.1016/j.ijinfomgt.2021.102296"
    }
  ],
  "emerging_topics": [
    {
      "keyword": "metaverse fashion",
      "window": "last_24m",
      "growth_ratio": 3.5,
      "note": "Rapid increase since 2021, focusing on virtual assets, NFTs, and digital identity."
    },
    {
      "keyword": "AI in fashion design",
      "window": "last_24m",
      "growth_ratio": 2.8,
      "note": "Application of generative AI (e.g., GANs, Diffusion models) for pattern and garment creation."
    },
    {
      "keyword": "textile recycling",
      "window": "last_24m",
      "growth_ratio": 2.2,
      "note": "Growing interest in chemical and mechanical recycling technologies to support circular economy goals."
    },
    {
      "keyword": "biodegradable materials",
      "window": "last_24m",
      "growth_ratio": 1.9,
      "note": "Research on algae, mycelium, and other bio-based alternatives to synthetic fibers."
    },
    {
      "keyword": "on-demand manufacturing",
      "window": "last_24m",
      "growth_ratio": 1.5,
      "note": "Link between digital design, 3D printing, and localized production to reduce waste."
    }
  ]
}