{
      "documents": [
          {
            "rev_number": 2,
            "security": "public",
            "docid": 322484,
            "main": "COVER.pdf",
            "pos": 1,
            "mime_type": "application\/pdf",
            "format": "text",
            "placement": 1,
            "files": [
                {
                  "filename": "COVER.pdf",
                  "filesize": 816056,
                  "hash_type": "MD5",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140199",
                  "datasetid": "document",
                  "mtime": "2026-07-16 03:48:21",
                  "fileid": 1140199,
                  "mime_type": "application\/pdf",
                  "hash": "a5c44dda846844c677f38f05fbf98f35",
                  "objectid": 322484
                }
            ],
            "content": "published",
            "eprintid": 32189,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322484",
            "language": "id",
            "formatdesc": "COVER-ABSTRAK"
          },
          {
            "security": "public",
            "rev_number": 2,
            "main": "BAB I.pdf",
            "docid": 322485,
            "mime_type": "application\/pdf",
            "pos": 2,
            "format": "text",
            "placement": 2,
            "content": "published",
            "files": [
                {
                  "hash_type": "MD5",
                  "filesize": 380987,
                  "filename": "BAB I.pdf",
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140201",
                  "fileid": 1140201,
                  "mtime": "2026-07-16 03:48:25",
                  "hash": "a9964edcd62a4c4ed5929fce278c4850",
                  "objectid": 322485,
                  "mime_type": "application\/pdf"
                }
            ],
            "formatdesc": "BAB I",
            "eprintid": 32189,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322485",
            "language": "id"
          },
          {
            "main": "BAB II.pdf",
            "docid": 322487,
            "mime_type": "application\/pdf",
            "pos": 4,
            "security": "validuser",
            "rev_number": 2,
            "content": "published",
            "files": [
                {
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140205",
                  "datasetid": "document",
                  "filename": "BAB II.pdf",
                  "filesize": 948975,
                  "hash_type": "MD5",
                  "mime_type": "application\/pdf",
                  "hash": "033111716216cf0027e3636b8d16a153",
                  "objectid": 322487,
                  "mtime": "2026-07-16 03:48:42",
                  "fileid": 1140205
                }
            ],
            "formatdesc": "BAB II",
            "eprintid": 32189,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322487",
            "language": "id",
            "format": "text",
            "placement": 4
          },
          {
            "eprintid": 32189,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322488",
            "language": "id",
            "formatdesc": "BAB III",
            "files": [
                {
                  "mime_type": "application\/pdf",
                  "hash": "efab94d5eaf8d6800348a0162f99b8b1",
                  "objectid": 322488,
                  "mtime": "2026-07-16 03:48:44",
                  "fileid": 1140207,
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140207",
                  "datasetid": "document",
                  "filename": "BAB III.pdf",
                  "hash_type": "MD5",
                  "filesize": 668831
                }
            ],
            "content": "published",
            "placement": 5,
            "format": "text",
            "pos": 5,
            "mime_type": "application\/pdf",
            "docid": 322488,
            "main": "BAB III.pdf",
            "rev_number": 2,
            "security": "validuser"
          },
          {
            "docid": 322489,
            "main": "BAB IV.pdf",
            "pos": 6,
            "mime_type": "application\/pdf",
            "rev_number": 2,
            "security": "validuser",
            "files": [
                {
                  "hash": "b70fe90b3477634b2ad73a933fb4cf68",
                  "objectid": 322489,
                  "mime_type": "application\/pdf",
                  "fileid": 1140209,
                  "mtime": "2026-07-16 03:48:47",
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140209",
                  "filesize": 786467,
                  "hash_type": "MD5",
                  "filename": "BAB IV.pdf"
                }
            ],
            "content": "published",
            "eprintid": 32189,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322489",
            "language": "id",
            "formatdesc": "BAB IV",
            "format": "text",
            "placement": 6
          },
          {
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322490",
            "eprintid": 32189,
            "language": "id",
            "formatdesc": "BAB V",
            "files": [
                {
                  "mime_type": "application\/pdf",
                  "hash": "24388586c8e8df06e5eb9a428826bd1f",
                  "objectid": 322490,
                  "mtime": "2026-07-16 03:48:50",
                  "fileid": 1140211,
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140211",
                  "datasetid": "document",
                  "filename": "BAB V.pdf",
                  "hash_type": "MD5",
                  "filesize": 89805
                }
            ],
            "content": "published",
            "placement": 7,
            "format": "text",
            "pos": 7,
            "mime_type": "application\/pdf",
            "main": "BAB V.pdf",
            "docid": 322490,
            "rev_number": 2,
            "security": "public"
          },
          {
            "formatdesc": "DAFTAR PUSTAKA",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322491",
            "eprintid": 32189,
            "language": "id",
            "content": "published",
            "files": [
                {
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140213",
                  "datasetid": "document",
                  "filename": "Daftar Pustaka.pdf",
                  "filesize": 216725,
                  "hash_type": "MD5",
                  "mime_type": "application\/pdf",
                  "hash": "f37ad268f9923a83b0c681f5080827ad",
                  "objectid": 322491,
                  "mtime": "2026-07-16 03:48:53",
                  "fileid": 1140213
                }
            ],
            "placement": 8,
            "format": "text",
            "mime_type": "application\/pdf",
            "pos": 8,
            "main": "Daftar Pustaka.pdf",
            "docid": 322491,
            "security": "validuser",
            "rev_number": 2
          },
          {
            "docid": 322492,
            "main": "Sourcecode - 21.61.0213.zip",
            "mime_type": "application\/zip",
            "pos": 9,
            "security": "staffonly",
            "rev_number": 2,
            "content": "published",
            "files": [
                {
                  "fileid": 1140215,
                  "mtime": "2026-07-16 03:48:57",
                  "objectid": 322492,
                  "hash": "9c9f5242f5f83a5fc658a7ef3100e177",
                  "mime_type": "application\/zip",
                  "hash_type": "MD5",
                  "filesize": 2501669,
                  "filename": "Sourcecode - 21.61.0213.zip",
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140215"
                }
            ],
            "formatdesc": "SOURCE CODE",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322492",
            "eprintid": 32189,
            "language": "id",
            "format": "archive",
            "placement": 9
          },
          {
            "docid": 322493,
            "main": "Publikasi.pdf",
            "pos": 10,
            "mime_type": "application\/pdf",
            "rev_number": 2,
            "security": "staffonly",
            "files": [
                {
                  "filename": "Publikasi.pdf",
                  "hash_type": "MD5",
                  "filesize": 1040961,
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1140217",
                  "datasetid": "document",
                  "mtime": "2026-07-16 03:48:59",
                  "fileid": 1140217,
                  "mime_type": "application\/pdf",
                  "hash": "81b18d9b588240868afab2d71cbe232c",
                  "objectid": 322493
                }
            ],
            "content": "published",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/322493",
            "language": "id",
            "eprintid": 32189,
            "formatdesc": "PUBLIKASI",
            "format": "text",
            "placement": 10
          }
      ],
      "department": "Fakultas Ilmu Komputer",
      "contributors": [
        {
          "name": {
            "given": "Hanafi",
            "family": "-",
            "lineage": null,
            "honourific": null
          }
        }
      ],
      "metadata_visibility": "show",
      "type": "thesis",
      "thesis_name": "skripsi",
      "lastmod": "2026-07-16 04:00:07",
      "abstract": "Keterlibatan INEOS dalam kepemilikan Manchester United menjadi topik \r\nyang banyak diperbincangkan oleh publik, khususnya di media sosial seperti\r\nTwitter. Dinamika opini publik yang muncul menimbulkan kebutuhan untuk\r\nmenganalisis sentimen penggemar terhadap perubahan tersebut. Permasalahan\r\nyang diangkat dalam penelitian ini adalah bagaimana sentimen terhadap\r\nketerlibatan INEOS sebagai pemilik baru Manchester United berdasarkan data yang\r\ndiungkap melalui platfrom Twitter, serta bagaimana model-model Natural\r\nLanguage Processing (NLP) dapat digunakan untuk mengevaluasi sentimen\r\ntersebut secara akurat.\r\nPenelitian ini menggunakan pendekatan NLP dengan dua model utama.\r\nRoBERTa, sebagai model berbasis pembelajaran mesin, dan VADER, sebagai\r\nmodel berbasis leksikon. Data diambil melalui proses crawling menggunakan\r\nTweet-Harvest dan dilakukan preprocessing, splitting, serta balancing. RoBERTa\r\ndilakukan fine-tuning terhadap data latih berlabel, sedangkan VADER\r\ndioptimalkan melalui penyesuaian threshold. Hasil prediksi keduanya kemudian\r\ndikombinasikan ke dalam model meta-classifier berbasis Logistic Regression untuk\r\nmeningkatkan akurasi klasifikasi.\r\nHasil evaluasi menunjukkan bahwa model gabungan RoBERTa dan\r\nVADER memiliki performa terbaik dengan akurasi 71% dan F1-score 71%,\r\nmengungguli performa masing-masing model secara terpisah. Model gabungan\r\njuga menunjukkan kemampuan yang lebih seimbang dalam mengklasifikasikan\r\nsentimen positif, netral, dan negatif. Penelitian ini berkontribusi dalam\r\npengembangan metode hybrid untuk analisis sentimen berbasis media sosial, dan\r\ndapat dimanfaatkan oleh praktisi komunikasi, analis media, maupun stakeholder\r\nklub untuk memahami persepsi publik secara lebih mendalam. Rekomendasi\r\nselanjutnya adalah penggunaan dataset multimodal dan eksplorasi teknik ensemble\r\nlanjutan.",
      "institution": "Universitas AMIKOM Yogyakarta",
      "rev_number": 17,
      "subjects": [
        "000.000.000A"
      ],
      "keywords": "Analisis Sentimen, RoBERTa, VADER, Meta-classifier, Logistic\r\nRegression, Sentiment analysis.",
      "title": "ANALISIS SENTIMEN PADA PLATFROM TWITTER\r\nTERHADAP KETERLIBATAN INEOS SEBAGAI PEMILIK\r\nBARU MANCHESTER UNITED MENGGUNAKAN MODEL\r\nROBERTA DAN VADER",
      "creators": [
        {
          "nim": "21.61.0213",
          "name": {
            "family": "Fathurroziq",
            "lineage": null,
            "honourific": null,
            "given": "Farhan"
          }
        }
      ],
      "eprintid": 32189,
      "uri": "http:\/\/eprints.amikom.ac.id\/id\/eprint\/32189",
      "eprint_status": "archive",
      "ispublished": "pub",
      "userid": 12,
      "date_type": "published",
      "date": "2025-08-20",
      "datestamp": "2026-07-16 04:00:07",
      "thesis_type": "bachelor",
      "dir": "disk0\/00\/03\/21\/89",
      "divisions": [
        "if"
      ],
      "full_text_status": "restricted",
      "corp_creators": [
        "Universitas AMIKOM Yogyakarta"
      ],
      "status_changed": "2026-07-16 04:00:07"
    }