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      "title": "{JALUR NON REGULER - PROFESIONAL IT} OPTIMASI KLASIFIKASI PROGRAM DAN KELAYAKAN\r\nKARYAWAN PADA INDIVIDUAL DEVELOPMENT PLAN\r\n(IDP) MENGGUNAKAN ZERO-SHOT LEARNING DAN\r\nINTEGRASI DATA KARYAWAN",
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      "abstract": "Proyek ini bertujuan untuk mengoptimalkan proses klasifikasi program\r\npelatihan dan penentuan kelayakan karyawan pada sistem Individual Development\r\nPlan (IDP) di PT Solusi Bangun Indonesia (SBI) dengan memanfaatkan metode\r\nZero-Shot Learning dan integrasi data karyawan. Permasalahan utama yang\r\ndihadapi Divisi Learning and Development (L&D) adalah besarnya volume data,\r\nvariasi jenis program pelatihan, serta kompleksitas permintaan dari berbagai unit\r\nkerja yang menyebabkan proses analisis manual menjadi lambat dan kurang efisien.\r\nMelalui penerapan Zero-Shot Classification, sistem mampu melakukan\r\npengelompokan deskripsi pelatihan ke dalam kategori program tertentu tanpa\r\nmemerlukan data latih khusus, sehingga meningkatkan kecepatan dan konsistensi\r\nhasil klasifikasi. Selain itu, integrasi antara data Individual Development Plan (IDP) \r\ndan List Employee memungkinkan analisis kelayakan pelatihan berdasarkan\r\nmatriks kompetensi yang berlaku. Hasil pengolahan data divisualisasikan dalam\r\nbentuk dashboard interaktif berbasis Dash untuk memudahkan pengambilan\r\nkeputusan manajerial. Proyek ini juga menghasilkan rancangan antarmuka web\r\npengisian Individual Development Plan (IDP) yang lebih terstruktur dan\r\nmendukung otomatisasi klasifikasi program. Implementasi solusi ini terbukti\r\nmampu meningkatkan efisiensi, akurasi, serta efektivitas pengelolaan data\r\npelatihan, sekaligus memberikan pengalaman praktis dalam penerapan machine\r\nlearning pada pengembangan sumber daya manusia berbasis teknologi informasi.",
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      "subjects": [
        "000.000.000A"
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      "institution": "Universitas AMIKOM Yogyakarta",
      "rev_number": 13
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