421 lines
27 KiB
PHP
421 lines
27 KiB
PHP
<!DOCTYPE html>
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<html lang="id">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Hasil Rekomendasi - Sistem Pemilihan Jurusan</title>
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<link href="https://cdn.jsdelivr.net/npm/tailwindcss@2.2.19/dist/tailwind.min.css" rel="stylesheet">
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<style>
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.gradient-maroon {
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background: linear-gradient(135deg, #5B7B89 0%, #7B9BA5 100%);
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}
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.text-maroon {
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color: #5B7B89;
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}
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.border-maroon {
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border-color: #5B7B89;
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}
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.bg-cream {
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background-color: #F8FAFC;
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}
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.bg-maroon-light {
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background-color: rgba(91, 123, 137, 0.1);
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}
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</style>
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</head>
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<body class="bg-cream">
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<!-- Header -->
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<header class="gradient-maroon text-white shadow-lg sticky top-0 z-50">
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<div class="container mx-auto px-4 sm:px-6 py-4 sm:py-6 flex flex-col sm:flex-row justify-between items-start sm:items-center gap-3 sm:gap-4">
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<div>
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<h1 class="text-xl sm:text-2xl md:text-3xl font-bold">Hasil Rekomendasi</h1>
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<p class="text-xs sm:text-sm text-yellow-300 font-semibold mt-1">Sistem Pemilihan Jurusan</p>
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</div>
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<div class="flex items-center gap-2 sm:gap-4 w-full sm:w-auto">
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<a href="{{ url('/dashboard') }}" class="block sm:inline-block flex-1 sm:flex-none text-center bg-yellow-400 text-maroon font-bold py-2 px-3 sm:px-4 rounded-lg hover:bg-yellow-300 transition text-xs sm:text-sm">
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Kembali ke Dashboard
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</a>
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</div>
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</div>
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</header>
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<!-- Main Content -->
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<div class="container mx-auto px-4 sm:px-6 py-6 sm:py-12">
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<!-- Info Box -->
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<div class="bg-white border-2 border-maroon rounded-lg p-4 sm:p-6 mb-6 sm:mb-8 shadow-md">
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<h2 class="text-lg sm:text-xl font-bold text-maroon mb-2 sm:mb-3">Hasil Analisis</h2>
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<p class="text-xs sm:text-sm md:text-base text-gray-700">
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Berikut adalah hasil analisis sistem terhadap profil Anda. Jurusan diurutkan berdasarkan skor kesesuaian dari yang tertinggi.
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</p>
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</div>
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<!-- Ringkasan Input -->
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<div class="bg-white rounded-lg shadow-lg p-5 sm:p-6 mb-6 sm:mb-8 border-l-4 border-maroon">
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<h3 class="text-base sm:text-lg font-bold text-maroon mb-3 sm:mb-4">Data Profil Anda</h3>
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<div class="grid grid-cols-2 md:grid-cols-2 lg:grid-cols-4 gap-2 sm:gap-4">
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<div class="bg-maroon-light p-3 sm:p-4 rounded-lg">
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<p class="text-xs sm:text-sm text-gray-600">Nilai Akademik</p>
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<p class="text-lg sm:text-xl font-bold text-maroon">{{ $katNilai }}</p>
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<p class="text-xs text-gray-500">Rata-rata: {{ number_format($average, 1) }}</p>
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</div>
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<div class="bg-yellow-50 p-3 sm:p-4 rounded-lg">
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<p class="text-xs sm:text-sm text-gray-600">Preferensi Studi</p>
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<p class="text-sm sm:text-lg font-bold text-maroon">{{ $prefStudi }}</p>
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</div>
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<div class="bg-maroon-light p-3 sm:p-4 rounded-lg">
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<p class="text-xs sm:text-sm text-gray-600">Prestasi</p>
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<p class="text-sm sm:text-lg font-bold text-maroon">
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@if($prestasiScore >= 0.8)
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Tinggi
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@elseif($prestasiScore >= 0.6)
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Sedang
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@elseif($prestasiScore > 0)
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Cukup
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@else
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Belum Ada
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@endif
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</p>
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</div>
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<div class="bg-yellow-50 p-3 sm:p-4 rounded-lg">
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<p class="text-xs sm:text-sm text-gray-600">Skor Nilai</p>
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<p class="text-sm sm:text-lg font-bold text-maroon">{{ number_format($average, 1) }}%</p>
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</div>
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</div>
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</div>
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<!-- Tabel Peringkat Jurusan -->
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<div class="bg-white rounded-lg shadow-lg p-5 sm:p-6 mb-6 sm:mb-8">
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<h3 class="text-base sm:text-lg font-bold text-maroon mb-3 sm:mb-4">Peringkat Jurusan</h3>
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<div class="overflow-x-auto">
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<table class="w-full text-sm">
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<thead class="gradient-maroon text-white">
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<tr>
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<th class="px-3 sm:px-6 py-2 sm:py-3 text-left text-xs sm:text-sm font-bold">#</th>
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<th class="px-3 sm:px-6 py-2 sm:py-3 text-left text-xs sm:text-sm font-bold">Jurusan</th>
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<th class="px-3 sm:px-6 py-2 sm:py-3 text-right text-xs sm:text-sm font-bold">Skor</th>
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</tr>
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</thead>
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<tbody class="divide-y divide-gray-200">
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@foreach($hasilAkhir as $index => $res)
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<tr class="hover:bg-gray-50 transition {{ $index == 0 ? 'bg-yellow-50' : '' }}">
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<td class="px-3 sm:px-6 py-2 sm:py-4 text-center">
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<span class="inline-flex items-center justify-center w-6 h-6 sm:w-8 sm:h-8 rounded-full text-xs sm:text-sm font-bold {{ $index == 0 ? 'bg-yellow-400 text-white' : 'bg-gray-200 text-gray-700' }}">
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{{ $index + 1 }}
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</span>
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</td>
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<td class="px-3 sm:px-6 py-2 sm:py-4 text-xs sm:text-sm font-semibold text-gray-900">
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{{ $res['jurusan'] ?? '-' }}
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@if($index == 0)
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<span class="ml-1 sm:ml-2 inline-block px-2 py-0.5 rounded text-xs font-semibold bg-yellow-100 text-yellow-800">
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⭐ Utama
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</span>
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@endif
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</td>
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<td class="px-3 sm:px-6 py-2 sm:py-4 text-right text-xs sm:text-sm font-bold text-maroon">
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{{ number_format(($res['skor'] ?? 0) * 100, 1) }}%
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</td>
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</tr>
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@endforeach
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</tbody>
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</table>
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</div>
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<!-- Visualisasi Progress Bars -->
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<div class="mt-4 sm:mt-6 space-y-2 sm:space-y-3">
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@foreach($hasilAkhir as $index => $res)
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<div class="flex flex-col gap-1">
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<div class="flex justify-between items-center">
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<span class="text-xs sm:text-sm font-semibold text-gray-700">{{ $res['jurusan'] ?? '-' }}</span>
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<span class="text-xs sm:text-sm font-bold text-maroon">{{ number_format(($res['skor'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-200 rounded-full h-2">
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<div class="gradient-maroon h-2 rounded-full" style="width: {{ number_format(($res['skor'] ?? 0) * 100, 1) }}%"></div>
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</div>
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</div>
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@endforeach
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</div>
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</div>
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<!-- Detail Rekomendasi Utama -->
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@if(count($hasilAkhir) > 0)
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<div class="bg-white rounded-lg shadow-lg p-5 sm:p-8 mb-6 sm:mb-8 border-l-4 border-yellow-400">
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@php
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$topRecommendation = $hasilAkhir[0];
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$detail = $topRecommendation['detail'] ?? [];
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@endphp
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<div class="flex flex-col sm:flex-row items-start gap-3 sm:gap-4 mb-4 sm:mb-6">
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<div class="w-12 h-12 sm:w-14 sm:h-14 rounded-lg bg-yellow-100 flex items-center justify-center text-xl sm:text-2xl flex-shrink-0">1</div>
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<div>
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<h3 class="text-lg sm:text-2xl font-bold text-maroon mb-1 sm:mb-2">{{ $topRecommendation['jurusan'] ?? '-' }}</h3>
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<p class="text-sm sm:text-lg text-gray-700">
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Skor Kesesuaian: <span class="font-bold text-maroon">{{ number_format(($topRecommendation['skor'] ?? 0) * 100, 1) }}%</span>
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</p>
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@if($topJurusan && $topJurusan->deskripsi)
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<p class="text-xs sm:text-sm text-gray-600 mt-2">{{ $topJurusan->deskripsi }}</p>
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@endif
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</div>
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</div>
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<!-- Analysis Breakdown -->
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<div class="mb-4 sm:mb-6 p-3 sm:p-4 bg-gray-50 rounded-lg">
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<h4 class="font-bold text-maroon text-sm sm:text-base mb-3 sm:mb-4">Likelihood per Kriteria (Weighted Naive Bayes):</h4>
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<div class="space-y-2 sm:space-y-3">
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<div>
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<div class="flex justify-between items-center mb-1">
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<p class="text-xs sm:text-sm font-semibold text-gray-700">Nilai Akademik — P(nilai|H) × w=0.40</p>
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<span class="text-xs sm:text-sm font-bold text-maroon">{{ number_format(($detail['nilai'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-300 rounded-full h-2">
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<div class="gradient-maroon h-2 rounded-full" style="width: {{ number_format(($detail['nilai'] ?? 0) * 100, 1) }}%"></div>
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</div>
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</div>
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<div>
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<div class="flex justify-between items-center mb-1">
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<p class="text-xs sm:text-sm font-semibold text-gray-700">Minat & Bakat — P(minat|H) × w=0.35</p>
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<span class="text-xs sm:text-sm font-bold text-maroon">{{ number_format(($detail['minat'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-300 rounded-full h-2">
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<div class="bg-yellow-400 h-2 rounded-full" style="width: {{ number_format(($detail['minat'] ?? 0) * 100, 1) }}%"></div>
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</div>
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</div>
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<div>
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<div class="flex justify-between items-center mb-1">
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<p class="text-xs sm:text-sm font-semibold text-gray-700">Preferensi Studi — P(pref|H) × w=0.15</p>
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<span class="text-xs sm:text-sm font-bold text-maroon">{{ number_format(($detail['pref'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-300 rounded-full h-2">
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<div class="gradient-maroon h-2 rounded-full" style="width: {{ number_format(($detail['pref'] ?? 0) * 100, 1) }}%"></div>
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</div>
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</div>
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<div>
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<div class="flex justify-between items-center mb-1">
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<p class="text-xs sm:text-sm font-semibold text-gray-700">Cita-cita — P(cita|H) × w=0.05</p>
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<span class="text-xs sm:text-sm font-bold text-maroon">{{ number_format(($detail['cita'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-300 rounded-full h-2">
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<div class="bg-yellow-400 h-2 rounded-full" style="width: {{ number_format(($detail['cita'] ?? 0) * 100, 1) }}%"></div>
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</div>
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</div>
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<div>
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<div class="flex justify-between items-center mb-1">
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<p class="text-xs sm:text-sm font-semibold text-gray-700">Prestasi — P(prestasi|H) × w=0.05</p>
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<span class="text-xs sm:text-sm font-bold text-maroon">{{ number_format(($detail['prestasi'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-300 rounded-full h-2">
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<div class="gradient-maroon h-2 rounded-full" style="width: {{ number_format(($detail['prestasi'] ?? 0) * 100, 1) }}%"></div>
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</div>
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</div>
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</div>
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</div>
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<!-- Explanation Breakdown -->
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<div class="mb-4 sm:mb-6 p-3 sm:p-4 bg-blue-50 rounded-lg border border-blue-200">
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<h4 class="font-bold text-blue-900 text-sm sm:text-base mb-3 sm:mb-4 flex items-center gap-2">
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<span class="text-lg">💡</span> Alasan Kenapa Jurusan Ini Cocok:
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</h4>
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<div class="space-y-2 sm:space-y-3">
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<div class="flex gap-2 sm:gap-3">
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<span class="text-lg flex-shrink-0">📊</span>
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<p class="text-xs sm:text-sm text-gray-800">
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<strong>Nilai Akademik:</strong> {{ $topRecommendation['explanation']['nilai'] ?? '-' }}
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</p>
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</div>
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<div class="flex gap-2 sm:gap-3">
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<span class="text-lg flex-shrink-0">❤️</span>
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<p class="text-xs sm:text-sm text-gray-800">
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<strong>Minat & Bakat:</strong> {{ $topRecommendation['explanation']['minat'] ?? '-' }}
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</p>
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</div>
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<div class="flex gap-2 sm:gap-3">
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<span class="text-lg flex-shrink-0">🎓</span>
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<p class="text-xs sm:text-sm text-gray-800">
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<strong>Metode Pembelajaran:</strong> {{ $topRecommendation['explanation']['pref'] ?? '-' }}
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</p>
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</div>
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<div class="flex gap-2 sm:gap-3">
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<span class="text-lg flex-shrink-0">🎯</span>
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<p class="text-xs sm:text-sm text-gray-800">
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<strong>Cita-cita Karir:</strong> {{ $topRecommendation['explanation']['cita'] ?? '-' }}
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</p>
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</div>
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<div class="flex gap-2 sm:gap-3">
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<span class="text-lg flex-shrink-0">🏆</span>
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<p class="text-xs sm:text-sm text-gray-800">
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<strong>Prestasi Akademik:</strong> {{ $topRecommendation['explanation']['prestasi'] ?? '-' }}
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</p>
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</div>
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</div>
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</div>
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<!-- Kesimpulan -->
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<div class="p-3 sm:p-4 bg-yellow-50 rounded-lg border-l-4 border-yellow-400 mb-3 sm:mb-4">
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<h4 class="font-bold text-maroon mb-2 text-sm sm:text-base">📋 Kesimpulan:</h4>
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<p class="text-gray-700 text-xs sm:text-sm leading-relaxed">
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Berdasarkan profil Anda dengan <strong>nilai akademik {{ $katNilai }} (rata-rata {{ number_format($average, 1) }})</strong>
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dan <strong>preferensi studi {{ $prefStudi }}</strong>,
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sistem menganalisis bahwa <strong>{{ $topRecommendation['jurusan'] ?? '-' }}</strong>
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adalah pilihan yang paling sesuai dengan skor {{ number_format(($topRecommendation['skor'] ?? 0) * 100, 1) }}%.
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</p>
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</div>
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<!-- Prospek Kerja -->
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@if($topJurusan && $topJurusan->prospek_kerja)
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<div class="mb-3 sm:mb-4">
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<p class="text-xs sm:text-sm font-bold text-maroon mb-2">Prospek Kerja:</p>
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<p class="text-xs sm:text-sm text-gray-700">{{ $topJurusan->prospek_kerja }}</p>
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</div>
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@endif
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</div>
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@endif
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<!-- Rekomendasi Alternatif & Penjelasan Detail -->
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@if(count($hasilAkhir) > 1)
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<div class="bg-white rounded-lg shadow-lg p-5 sm:p-8 mb-6 sm:mb-8">
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<h3 class="text-lg sm:text-xl font-bold text-maroon mb-4 sm:mb-6 flex items-center gap-2">
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<span class="text-2xl">🔍</span> Rekomendasi Alternatif & Penjelasan Detail
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</h3>
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<div class="space-y-3 sm:space-y-4">
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@foreach($hasilAkhir as $index => $rec)
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@if($index > 0)
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<details class="border border-gray-300 rounded-lg overflow-hidden">
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<summary class="cursor-pointer p-4 hover:bg-gray-50 flex justify-between items-center">
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<div class="flex items-center gap-3">
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<span class="inline-flex items-center justify-center w-8 h-8 rounded-full bg-gray-200 text-gray-700 font-bold text-sm">
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{{ $index + 1 }}
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</span>
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<div>
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<p class="font-semibold text-gray-900 text-sm sm:text-base">{{ $rec['jurusan'] ?? '-' }}</p>
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<p class="text-xs sm:text-sm text-gray-600">Skor: {{ number_format(($rec['skor'] ?? 0) * 100, 1) }}%</p>
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</div>
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</div>
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<span class="text-gray-400">▸</span>
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</summary>
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<div class="p-4 bg-gray-50 border-t border-gray-300 space-y-4">
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<!-- Score Breakdown -->
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<div class="bg-white p-3 rounded-lg">
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<p class="text-xs sm:text-sm font-bold text-gray-700 mb-3">Scoring per Kriteria:</p>
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<div class="space-y-2">
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<div class="flex justify-between items-center text-xs">
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<span class="text-gray-600">📊 Nilai (40%)</span>
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<span class="font-semibold text-maroon">{{ number_format(($rec['detail']['nilai'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-200 rounded h-1.5">
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<div class="bg-red-500 rounded h-1.5 transition-all" style="width: {{ number_format(($rec['detail']['nilai'] ?? 0) * 100, 1) }}%"></div>
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</div>
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<div class="flex justify-between items-center text-xs mt-2">
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<span class="text-gray-600">❤️ Minat (35%)</span>
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<span class="font-semibold text-maroon">{{ number_format(($rec['detail']['minat'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-200 rounded h-1.5">
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<div class="bg-pink-500 rounded h-1.5 transition-all" style="width: {{ number_format(($rec['detail']['minat'] ?? 0) * 100, 1) }}%"></div>
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</div>
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<div class="flex justify-between items-center text-xs mt-2">
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<span class="text-gray-600">🎓 Preferensi (15%)</span>
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<span class="font-semibold text-maroon">{{ number_format(($rec['detail']['pref'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-200 rounded h-1.5">
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<div class="bg-yellow-500 rounded h-1.5 transition-all" style="width: {{ number_format(($rec['detail']['pref'] ?? 0) * 100, 1) }}%"></div>
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</div>
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<div class="flex justify-between items-center text-xs mt-2">
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<span class="text-gray-600">🎯 Cita-cita (5%)</span>
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<span class="font-semibold text-maroon">{{ number_format(($rec['detail']['cita'] ?? 0) * 100, 1) }}%</span>
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</div>
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<div class="w-full bg-gray-200 rounded h-1.5">
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<div class="bg-blue-500 rounded h-1.5 transition-all" style="width: {{ number_format(($rec['detail']['cita'] ?? 0) * 100, 1) }}%"></div>
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</div>
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<div class="flex justify-between items-center text-xs mt-2">
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<span class="text-gray-600">🏆 Prestasi (5%)</span>
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<span class="font-semibold text-maroon">{{ number_format(($rec['detail']['prestasi'] ?? 0) * 100, 1) }}%</span>
|
|
</div>
|
|
<div class="w-full bg-gray-200 rounded h-1.5">
|
|
<div class="bg-green-500 rounded h-1.5 transition-all" style="width: {{ number_format(($rec['detail']['prestasi'] ?? 0) * 100, 1) }}%"></div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<!-- Explanation -->
|
|
@if(isset($rec['explanation']) && is_array($rec['explanation']))
|
|
<div class="bg-blue-50 p-3 rounded-lg border-l-4 border-blue-400">
|
|
<p class="text-xs sm:text-sm font-bold text-blue-900 mb-2">💡 Alasan Cocok:</p>
|
|
<ul class="space-y-1.5 text-xs sm:text-sm text-gray-800">
|
|
<li class="flex gap-2">
|
|
<span class="flex-shrink-0">📊</span>
|
|
<span>{{ $rec['explanation']['nilai'] ?? '-' }}</span>
|
|
</li>
|
|
<li class="flex gap-2">
|
|
<span class="flex-shrink-0">❤️</span>
|
|
<span>{{ $rec['explanation']['minat'] ?? '-' }}</span>
|
|
</li>
|
|
<li class="flex gap-2">
|
|
<span class="flex-shrink-0">🎓</span>
|
|
<span>{{ $rec['explanation']['pref'] ?? '-' }}</span>
|
|
</li>
|
|
<li class="flex gap-2">
|
|
<span class="flex-shrink-0">🎯</span>
|
|
<span>{{ $rec['explanation']['cita'] ?? '-' }}</span>
|
|
</li>
|
|
<li class="flex gap-2">
|
|
<span class="flex-shrink-0">🏆</span>
|
|
<span>{{ $rec['explanation']['prestasi'] ?? '-' }}</span>
|
|
</li>
|
|
</ul>
|
|
</div>
|
|
@endif
|
|
</div>
|
|
</details>
|
|
@endif
|
|
@endforeach
|
|
</div>
|
|
</div>
|
|
@endif
|
|
|
|
<!-- Chatbot Confirmation Card -->
|
|
<div class="bg-white rounded-lg shadow-lg p-5 sm:p-8 mb-6 sm:mb-8 border-2 border-yellow-400">
|
|
<div class="flex flex-col sm:flex-row items-start gap-3 sm:gap-4">
|
|
<div class="w-12 h-12 sm:w-14 sm:h-14 rounded-lg bg-yellow-100 flex items-center justify-center text-xl sm:text-2xl flex-shrink-0">💬</div>
|
|
<div class="flex-1">
|
|
<h3 class="text-base sm:text-xl font-bold text-maroon mb-1 sm:mb-2">Konsultasi Lebih Lanjut</h3>
|
|
<p class="text-xs sm:text-sm md:text-base text-gray-700 mb-3 sm:mb-4">
|
|
Ingin tahu mengapa jurusan <strong>{{ $hasilAkhir[0]['jurusan'] ?? '' }}</strong> direkomendasikan?
|
|
Konsultasikan dengan AI Konselor BK Virtual untuk penjelasan detail berdasarkan profil Anda.
|
|
</p>
|
|
<a href="{{ route('chatbot.index', ['rec' => session('last_recommendation_id')]) }}" class="inline-block gradient-maroon text-white font-bold py-2 sm:py-3 px-4 sm:px-6 rounded-lg hover:opacity-90 transition duration-200 text-sm sm:text-base">
|
|
💬 Tanya AI: "Mengapa jurusan ini cocok untukku?"
|
|
</a>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<!-- Tombol Aksi -->
|
|
<div class="flex flex-col sm:flex-row gap-3 sm:gap-4 justify-between">
|
|
<a href="{{ route('rekomendasi.index') }}" class="block sm:inline-flex items-center justify-center px-4 sm:px-6 py-2 sm:py-3 bg-gray-600 hover:bg-gray-700 text-white font-semibold rounded-lg transition duration-200 text-sm sm:text-base text-center">
|
|
Kembali & Ubah Input
|
|
</a>
|
|
<a href="{{ url('/dashboard') }}" class="block sm:inline-flex items-center justify-center px-4 sm:px-6 py-2 sm:py-3 gradient-maroon text-white font-semibold rounded-lg hover:opacity-90 transition duration-200 text-sm sm:text-base text-center">
|
|
Ke Dashboard
|
|
</a>
|
|
</div>
|
|
|
|
<!-- Info Metode -->
|
|
<div class="mt-6 sm:mt-8 p-3 sm:p-4 bg-white rounded-lg border border-gray-200 shadow-sm">
|
|
<p class="text-xs sm:text-sm text-gray-600">
|
|
<strong>Metode:</strong> Sistem menggunakan algoritma Weighted Naive Bayes dengan 5 fitur berbobot: Nilai Akademik (w=0.40), Minat (w=0.35), Preferensi Studi (w=0.15), Cita-cita (w=0.05), Prestasi (w=0.05). Rumus: P(H|X) ∝ P(H) × ∏ P(Xi|H)<sup>wi</sup>, kemudian dinormalisasi menggunakan softmax.
|
|
</p>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html> |