111 lines
6.7 KiB
PHP
111 lines
6.7 KiB
PHP
<?php
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return [
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// Standar kriteria per jurusan dengan bobot dan probabilitas kecocokan
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// Dioptimalkan untuk Polije (Vocational Campus)
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// Weights: nilai, minat, pref, prestasi, cita_cita
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// Preference diselaraskan dengan input form rekomendasi:
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// Sains & Teknologi, Pertanian & Lingkungan, Kesehatan & Ilmu Hayat,
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// Bisnis & Manajemen, Sosial & Humaniora
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'criteria' => [
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'Produksi Pertanian' => [
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'nilai' => 'Sedang',
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'minat' => 'Alam & Tanaman',
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'pref' => ['Pertanian & Lingkungan'],
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'cita_cita_keywords' => ['pertanian', 'petani', 'kebun', 'sawah', 'panen', 'tanaman', 'agronomi', 'perkebunan', 'hortikultura'],
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'skills_required' => ['Observasi', 'Kerja Lapangan', 'Pemeliharaan Tanaman'],
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'weights' => ['nilai' => 0.40, 'minat' => 0.35, 'pref' => 0.15, 'prestasi' => 0.05, 'cita_cita' => 0.05],
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'match_prob' => ['nilai' => 0.80, 'minat' => 0.90, 'pref' => 0.85, 'prestasi' => 0.65, 'cita_cita' => 0.85],
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],
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'Teknologi Pertanian' => [
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'nilai' => 'Tinggi',
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'minat' => 'Alam & Tanaman',
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'pref' => ['Sains & Teknologi', 'Pertanian & Lingkungan'],
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'cita_cita_keywords' => ['teknologi', 'inovasi', 'otomasi', 'mesin pertanian', 'smart farming', 'teknologi pangan'],
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'skills_required' => ['Problem Solving', 'Teknologi', 'Inovasi'],
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'weights' => ['nilai' => 0.50, 'minat' => 0.25, 'pref' => 0.15, 'prestasi' => 0.05, 'cita_cita' => 0.05],
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'match_prob' => ['nilai' => 0.85, 'minat' => 0.90, 'pref' => 0.85, 'prestasi' => 0.75, 'cita_cita' => 0.80],
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],
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'Peternakan' => [
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'nilai' => 'Sedang',
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'minat' => 'Alam & Tanaman',
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'pref' => ['Pertanian & Lingkungan', 'Kesehatan & Ilmu Hayat'],
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'cita_cita_keywords' => ['ternak', 'hewan', 'peternakan', 'peternak', 'sapi', 'ayam', 'unggas', 'veteriner', 'farm'],
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'skills_required' => ['Perawatan Hewan', 'Kesabaran', 'Manajemen'],
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'weights' => ['nilai' => 0.40, 'minat' => 0.40, 'pref' => 0.10, 'prestasi' => 0.05, 'cita_cita' => 0.05],
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'match_prob' => ['nilai' => 0.80, 'minat' => 0.88, 'pref' => 0.80, 'prestasi' => 0.65, 'cita_cita' => 0.88],
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],
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'Manajemen Agribisnis' => [
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'nilai' => 'Sedang',
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'minat' => 'Manajemen & Bisnis',
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'pref' => ['Bisnis & Manajemen', 'Pertanian & Lingkungan'],
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'cita_cita_keywords' => ['bisnis', 'agribisnis', 'usaha', 'entrepreneur', 'pengusaha', 'manajer', 'marketing', 'wirausaha'],
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'skills_required' => ['Manajemen', 'Bisnis Acumen', 'Komunikasi'],
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'weights' => ['nilai' => 0.35, 'minat' => 0.40, 'pref' => 0.15, 'prestasi' => 0.05, 'cita_cita' => 0.05],
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'match_prob' => ['nilai' => 0.75, 'minat' => 0.90, 'pref' => 0.80, 'prestasi' => 0.70, 'cita_cita' => 0.85],
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],
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'Teknologi Informasi' => [
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'nilai' => 'Tinggi',
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'minat' => 'Logika & Komputer',
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'pref' => ['Sains & Teknologi'],
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'cita_cita_keywords' => ['programmer', 'developer', 'coding', 'software', 'web developer', 'hacker', 'it', 'data analyst', 'ai engineer', 'mobile developer'],
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'skills_required' => ['Coding', 'Problem Solving', 'Logika'],
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'weights' => ['nilai' => 0.45, 'minat' => 0.35, 'pref' => 0.12, 'prestasi' => 0.05, 'cita_cita' => 0.03],
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'match_prob' => ['nilai' => 0.90, 'minat' => 0.92, 'pref' => 0.85, 'prestasi' => 0.75, 'cita_cita' => 0.85],
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],
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'Teknik' => [
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'nilai' => 'Sedang',
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'minat' => 'Mesin & Listrik',
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'pref' => ['Sains & Teknologi'],
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'cita_cita_keywords' => ['mesin', 'bengkel', 'teknisi', 'listrik', 'elektronik', 'otomasi', 'instalasi', 'panel', 'mekatronika', 'maintenance'],
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'skills_required' => ['Mekanik', 'Elektrik', 'Teknik', 'Presisi'],
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'weights' => ['nilai' => 0.42, 'minat' => 0.38, 'pref' => 0.12, 'prestasi' => 0.05, 'cita_cita' => 0.03],
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'match_prob' => ['nilai' => 0.82, 'minat' => 0.90, 'pref' => 0.85, 'prestasi' => 0.71, 'cita_cita' => 0.85],
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],
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'Kesehatan' => [
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'nilai' => 'Tinggi',
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'minat' => 'Pelayanan & Kesehatan',
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'pref' => ['Kesehatan & Ilmu Hayat'],
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'cita_cita_keywords' => ['dokter', 'perawat', 'medis', 'gizi', 'kesehatan', 'pelayanan', 'terapis', 'farmasi', 'rekam medis', 'kesehatan masyarakat'],
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'skills_required' => ['Komunikasi', 'Empati', 'Presisi Medis'],
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'weights' => ['nilai' => 0.45, 'minat' => 0.35, 'pref' => 0.10, 'prestasi' => 0.05, 'cita_cita' => 0.05],
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'match_prob' => ['nilai' => 0.90, 'minat' => 0.90, 'pref' => 0.80, 'prestasi' => 0.75, 'cita_cita' => 0.90],
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],
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'Bahasa, Komunikasi, dan Pariwisata' => [
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'nilai' => 'Sedang',
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'minat' => 'Umum',
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'pref' => ['Sosial & Humaniora', 'Bisnis & Manajemen'],
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'cita_cita_keywords' => ['tour guide', 'pariwisata', 'bahasa', 'komunikasi', 'jurnalis', 'marketing', 'public relation', 'content creator', 'hospitality'],
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'skills_required' => ['Komunikasi', 'Bahasa', 'Kepribadian'],
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'weights' => ['nilai' => 0.30, 'minat' => 0.40, 'pref' => 0.15, 'prestasi' => 0.08, 'cita_cita' => 0.07],
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'match_prob' => ['nilai' => 0.70, 'minat' => 0.85, 'pref' => 0.80, 'prestasi' => 0.70, 'cita_cita' => 0.85],
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],
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'Bisnis' => [
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'nilai' => 'Sedang',
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'minat' => 'Manajemen & Bisnis',
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'pref' => ['Bisnis & Manajemen'],
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'cita_cita_keywords' => ['manager', 'pimpinan', 'bisnis', 'accounting', 'marketing', 'sales', 'akuntan', 'keuangan', 'bank'],
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'skills_required' => ['Manajemen', 'Leadership', 'Keuangan'],
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'weights' => ['nilai' => 0.35, 'minat' => 0.40, 'pref' => 0.15, 'prestasi' => 0.05, 'cita_cita' => 0.05],
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'match_prob' => ['nilai' => 0.75, 'minat' => 0.90, 'pref' => 0.80, 'prestasi' => 0.70, 'cita_cita' => 0.85],
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],
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],
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// Mapping preferensi studi sesuai opsi input form rekomendasi
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'pref_mapping' => [
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'Sains & Teknologi' => ['weight' => 1.0, 'score' => 0.95],
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'Pertanian & Lingkungan' => ['weight' => 0.95, 'score' => 0.90],
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'Kesehatan & Ilmu Hayat' => ['weight' => 0.95, 'score' => 0.90],
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'Bisnis & Manajemen' => ['weight' => 0.90, 'score' => 0.85],
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'Sosial & Humaniora' => ['weight' => 0.85, 'score' => 0.80],
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],
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// Category mapping untuk nilai
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'nilai_category' => [
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'Tinggi' => ['min' => 85, 'max' => 100],
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'Sedang' => ['min' => 70, 'max' => 84],
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'Rendah' => ['min' => 0, 'max' => 69],
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],
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];
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