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      "title": "PENERAPAN METODE PROFILE MATCHING PADA\r\nSISTEM REKOMENDASI LOWONGAN MAGANG \r\nMAHASISWA DI UNIVERSITAS AMIKOM YOGYAKARTA",
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        "000.000.003"
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      "institution": "Universitas AMIKOM Yogyakarta",
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      "uri": "http:\/\/eprints.amikom.ac.id\/id\/eprint\/32106",
      "date": "2026-02-24",
      "abstract": "Kegiatan magang merupakan bagian penting dalam pendidikan tinggi\r\nkarena berperan sebagai jembatan antara dunia akademik dan dunia industri.\r\nNamun, pada praktiknya mahasiswa masih sering mengalami kesulitan dalam\r\nmenemukan lowongan magang yang sesuai dengan keterampilan dan domisili yang\r\ndimiliki. Proses pencarian yang masih dilakukan secara manual melalui berbagai\r\nplatform umum menyebabkan informasi yang diperoleh kurang terarah dan tidak\r\nmempertimbangkan kecocokan profil mahasiswa secara personal. \r\nPenelitian ini bertujuan untuk merancang dan mengimplementasikan sistem\r\nrekomendasi lowongan magang berbasis web menggunakan metode Profile\r\nMatching. Sistem dikembangkan dengan menggunakan framework CodeIgniter 4\r\ndan basis data MySQL. Tahapan penelitian meliputi analisis kebutuhan,\r\npengumpulan data mahasiswa dan data lowongan magang, perancangan sistem\r\nmenggunakan Use Case Diagram, Entity Relationship Diagram (ERD), dan\r\nflowchart, implementasi metode Profile Matching, serta pengujian menggunakan\r\nmetode Blackbox Testing dan Whitebox Testing. Metode Profile Matching\r\ndigunakan untuk menghitung tingkat kecocokan antara profil mahasiswa dan\r\nkebutuhan lowongan magang berdasarkan keterampilan sebagai Core Factor dan\r\ndomisili sebagai Secondary Factor. \r\nHasil penelitian menunjukkan bahwa sistem mampu menghasilkan\r\nrekomendasi lowongan magang dengan skor kecocokan yang bervariasi sesuai\r\ndengan profil mahasiswa. Sistem dapat menampilkan lowongan yang\r\ndirekomendasikan berdasarkan ambang batas tertentu, serta tetap memberikan\r\nfleksibilitas bagi mahasiswa untuk melamar seluruh lowongan yang tersedia.\r\nDengan demikian, sistem rekomendasi yang dikembangkan berperan dalam\r\nmeningkatkan ketepatan pemilihan lowongan magang sesuai dengan profil\r\nmahasiswa serta membantu recruiter dalam proses seleksi pelamar berdasarkan\r\nhasil pencocokan profil.",
      "type": "thesis",
      "status_changed": "2026-07-14 01:42:54",
      "keywords": "sistem rekomendasi, profile matching, lowongan magang, mahasiswa,\r\nweb, recommendation system, internship vacancies,\r\nstudents.",
      "thesis_name": "skripsi",
      "thesis_type": "bachelor",
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            "given": "Arif Nur",
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