{
      "ispublished": "pub",
      "creators": [
        {
          "nim": "20.11.3609",
          "name": {
            "honourific": null,
            "family": "Pamungkas",
            "given": "Aditya Putra",
            "lineage": null
          }
        }
      ],
      "lastmod": "2026-10-06 03:23:01",
      "type": "thesis",
      "keywords": "Lifestyle, Type 2 Diabetes Mellitus, Naïve Bayes, Classification, Data\r\nMining, Gaya hidup, Diabetes Melitus Tipe 2, Klasifikasi.",
      "metadata_visibility": "show",
      "uri": "http:\/\/eprints.amikom.ac.id\/id\/eprint\/33165",
      "institution": "Universitas AMIKOM Yogyakarta",
      "department": "Fakultas Ilmu Komputer",
      "rev_number": 16,
      "title": "ANALISIS PENGARUH GAYA HIDUP TERHADAP RISIKO\r\nTERKENA PENYAKIT DIABETES MELITUS TIPE 2\r\nMENGGUNAKAN ALGORITMA NAÏVE BAYES",
      "full_text_status": "restricted",
      "date": "2025-12-19",
      "contributors": [
        {
          "name": {
            "family": "Baita",
            "given": "Anna",
            "lineage": null,
            "honourific": null
          }
        }
      ],
      "status_changed": "2026-10-06 03:23:01",
      "divisions": [
        "if"
      ],
      "thesis_name": "skripsi",
      "eprint_status": "archive",
      "date_type": "published",
      "dir": "disk0\/00\/03\/31\/65",
      "documents": [
          {
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330111",
            "main": "COVER.pdf",
            "docid": 330111,
            "placement": 1,
            "security": "public",
            "content": "published",
            "files": [
                {
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162175",
                  "datasetid": "document",
                  "objectid": 330111,
                  "filesize": 971700,
                  "mtime": "2026-10-06 03:16:53",
                  "hash": "d8aad7e9e1a401dc817da6ac1b2bdba9",
                  "hash_type": "MD5",
                  "mime_type": "application\/pdf",
                  "fileid": 1162175,
                  "filename": "COVER.pdf"
                }
            ],
            "language": "id",
            "format": "text",
            "pos": 1,
            "eprintid": 33165,
            "mime_type": "application\/pdf",
            "rev_number": 2,
            "formatdesc": "COVER - ABSTRAK"
          },
          {
            "files": [
                {
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162177",
                  "datasetid": "document",
                  "objectid": 330112,
                  "filesize": 157516,
                  "mtime": "2026-10-06 03:16:56",
                  "hash": "0d96a4262a3387c38a6756028fed20c7",
                  "mime_type": "application\/pdf",
                  "hash_type": "MD5",
                  "fileid": 1162177,
                  "filename": "BAB I.pdf"
                }
            ],
            "content": "published",
            "main": "BAB I.pdf",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330112",
            "placement": 2,
            "security": "public",
            "docid": 330112,
            "mime_type": "application\/pdf",
            "formatdesc": "BAB I",
            "rev_number": 2,
            "format": "text",
            "language": "id",
            "eprintid": 33165,
            "pos": 2
          },
          {
            "mime_type": "application\/pdf",
            "formatdesc": "BAB II",
            "rev_number": 2,
            "language": "id",
            "format": "text",
            "pos": 3,
            "eprintid": 33165,
            "content": "published",
            "files": [
                {
                  "filename": "BAB II.pdf",
                  "hash_type": "MD5",
                  "mime_type": "application\/pdf",
                  "fileid": 1162179,
                  "hash": "c7106603d2510d00fe1c0b8229dc940b",
                  "filesize": 543412,
                  "mtime": "2026-10-06 03:16:58",
                  "objectid": 330113,
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162179"
                }
            ],
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330113",
            "main": "BAB II.pdf",
            "docid": 330113,
            "security": "validuser",
            "placement": 3
          },
          {
            "files": [
                {
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162181",
                  "datasetid": "document",
                  "objectid": 330114,
                  "filesize": 117317,
                  "mtime": "2026-10-06 03:17:00",
                  "hash": "038d6085ded91af9946d424f4e88349c",
                  "hash_type": "MD5",
                  "fileid": 1162181,
                  "mime_type": "application\/pdf",
                  "filename": "BAB III.pdf"
                }
            ],
            "content": "published",
            "docid": 330114,
            "placement": 4,
            "security": "validuser",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330114",
            "main": "BAB III.pdf",
            "formatdesc": "BAB III",
            "rev_number": 2,
            "mime_type": "application\/pdf",
            "eprintid": 33165,
            "pos": 4,
            "language": "id",
            "format": "text"
          },
          {
            "files": [
                {
                  "hash": "ddb2b242b1d8931aaac5fb2bd856a538",
                  "hash_type": "MD5",
                  "mime_type": "application\/pdf",
                  "fileid": 1162183,
                  "filename": "BAB IV.pdf",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162183",
                  "datasetid": "document",
                  "objectid": 330115,
                  "mtime": "2026-10-06 03:17:02",
                  "filesize": 372729
                }
            ],
            "content": "published",
            "main": "BAB IV.pdf",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330115",
            "placement": 5,
            "security": "validuser",
            "docid": 330115,
            "mime_type": "application\/pdf",
            "rev_number": 2,
            "formatdesc": "BAB IV",
            "format": "text",
            "language": "id",
            "pos": 5,
            "eprintid": 33165
          },
          {
            "content": "published",
            "files": [
                {
                  "hash": "9a98bc9ad655fb2187cc6e75dedf51be",
                  "mime_type": "application\/pdf",
                  "hash_type": "MD5",
                  "filename": "BAB V.pdf",
                  "fileid": 1162185,
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162185",
                  "mtime": "2026-10-06 03:17:05",
                  "filesize": 49221,
                  "objectid": 330116
                }
            ],
            "docid": 330116,
            "security": "public",
            "placement": 6,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330116",
            "main": "BAB V.pdf",
            "rev_number": 2,
            "formatdesc": "BAB V",
            "mime_type": "application\/pdf",
            "pos": 6,
            "eprintid": 33165,
            "language": "id",
            "format": "text"
          },
          {
            "formatdesc": "DAFTAR PUSTAKA - LAMPIRAN",
            "rev_number": 2,
            "mime_type": "application\/pdf",
            "eprintid": 33165,
            "pos": 7,
            "format": "text",
            "language": "id",
            "content": "published",
            "files": [
                {
                  "filesize": 197375,
                  "mtime": "2026-10-06 03:17:18",
                  "objectid": 330117,
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162187",
                  "hash_type": "MD5",
                  "filename": "Daftar Pustaka dan Lampiran.pdf",
                  "mime_type": "application\/pdf",
                  "fileid": 1162187,
                  "hash": "62d83e4840557ddbf30f59e46ea4b7d3"
                }
            ],
            "placement": 7,
            "security": "validuser",
            "docid": 330117,
            "main": "Daftar Pustaka dan Lampiran.pdf",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330117"
          },
          {
            "mime_type": "application\/zip",
            "formatdesc": "SOURCE CODE",
            "rev_number": 2,
            "language": "id",
            "format": "archive",
            "eprintid": 33165,
            "pos": 8,
            "files": [
                {
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162189",
                  "filesize": 2465745,
                  "mtime": "2026-10-06 03:18:50",
                  "objectid": 330118,
                  "hash": "a9bd0156fe9e38092beb89770d381908",
                  "fileid": 1162189,
                  "hash_type": "MD5",
                  "mime_type": "application\/zip",
                  "filename": "Sourcecode - 20.11.3609.zip"
                }
            ],
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330118",
            "main": "Sourcecode - 20.11.3609.zip",
            "docid": 330118,
            "placement": 8,
            "security": "staffonly"
          },
          {
            "docid": 330119,
            "placement": 9,
            "security": "staffonly",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/330119",
            "main": "Publikasi.pdf",
            "content": "published",
            "files": [
                {
                  "mtime": "2026-10-06 03:18:53",
                  "filesize": 723301,
                  "objectid": 330119,
                  "datasetid": "document",
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1162191",
                  "hash_type": "MD5",
                  "fileid": 1162191,
                  "mime_type": "application\/pdf",
                  "filename": "Publikasi.pdf",
                  "hash": "94bcf012b367635f2f55f717dd60bab7"
                }
            ],
            "eprintid": 33165,
            "pos": 9,
            "language": "id",
            "format": "text",
            "formatdesc": "PUBLIKASI",
            "rev_number": 2,
            "mime_type": "application\/pdf"
          }
      ],
      "userid": 12,
      "thesis_type": "bachelor",
      "abstract": "DM Tipe 2 merupakan salah satu penyakit tidak menular yang\r\nprevalensinya terus meningkat secara global, termasuk di Indonesia. Gaya hidup\r\nyang tidak sehat, seperti pola makan tinggi gula dan lemak, kurangnya aktivitas\r\nfisik, merokok, serta konsumsi alkohol, menjadi faktor risiko utama yang dapat\r\nmemicu timbulnya penyakit ini. Penelitian ini bertujuan untuk menganalisis\r\npengaruh gaya hidup terhadap risiko terkena DM Tipe 2 dengan menggunakan\r\nalgoritma Naïve Bayes sebagai metode klasifikasi. Data yang digunakan dalam\r\npenelitian ini diperoleh dari website Kaggle, mencakup variabel gaya hidup seperti\r\nfrekuensi konsumsi makanan cepat saji, olahraga, kebiasaan merokok, konsumsi\r\nalkohol, indeks massa tubuh (IMT), dan riwayat keluarga. \r\nMetode Naïve Bayes dipilih karena kemampuannya dalam mengolah data\r\nkategorikal dan menghasilkan prediksi dengan tingkat akurasi yang cukup baik\r\nmeskipun dengan asumsi independensi antar variabel. Hasil pengujian model\r\nmenunjukkan bahwa algoritma Naïve Bayes mampu mengklasifikasikan risiko\r\nterkena DM Tipe 2 dengan akurasi sebesar 67,93% setelah tiga kali melakukan\r\nproses data splitting. Selain itu, variabel gaya hidup seperti aktivitas fisik dan pola\r\nmakan terbukti memiliki pengaruh paling signifikan terhadap peningkatan risiko\r\npenyakit ini. \r\nPenelitian ini menyimpulkan bahwa penerapan metode data mining,\r\nkhususnya Naïve Bayes, efektif dalam mengidentifikasi individu berisiko tinggi\r\nterhadap DM Tipe 2. Hasil ini dapat digunakan sebagai dasar dalam program\r\npencegahan dan edukasi masyarakat mengenai pentingnya gaya hidup sehat.",
      "subjects": [
        "000.000.000A",
        "000.000.006"
      ],
      "datestamp": "2026-10-06 03:23:01",
      "eprintid": 33165,
      "corp_creators": [
        "Universitas AMIKOM Yogyakarta"
      ]
    }