Sistem Pakar Diagnosa Penyakit Pada Ayam Menggunakan Metode Certainty Factor Berbasis Website Responsive
$arbobot = array('0', '1', '0.8', '0.6', '0.4', '-0.2', '-0.4', '-0.6', '-0.8', '-1');
$argejala = array();
for ($i = 0; $i < count($_POST['kondisi']); $i++) {
$arkondisi = explode("_", $_POST['kondisi'][$i]);
if (strlen($_POST['kondisi'][$i]) > 1) {
$argejala += array($arkondisi[0] => $arkondisi[1]);
}
}
$sqlkondisi = mysqli_query($conn, "SELECT * FROM kondisi order by id+0");
while ($rkondisi = mysqli_fetch_array($sqlkondisi)) {
$arkondisitext[$rkondisi['id']] = $rkondisi['kondisi'];
}
$sqlpkt = mysqli_query($conn, "SELECT * FROM penyakit order by kode_penyakit+0");
while ($rpkt = mysqli_fetch_array($sqlpkt)) {
$arpkt[$rpkt['kode_penyakit']] = $rpkt['nama_penyakit'];
$ardpkt[$rpkt['kode_penyakit']] = $rpkt['det_penyakit'];
$arspkt[$rpkt['kode_penyakit']] = $rpkt['srn_penyakit'];
$argpkt[$rpkt['kode_penyakit']] = $rpkt['gambar'];
}
//print_r($arkondisitext);
// -------- perhitungan certainty factor (CF) ---------
// --------------------- START ------------------------
$sqlpenyakit = mysqli_query($conn, "SELECT * FROM penyakit order by kode_penyakit");
$arpenyakit = array();
while ($rpenyakit = mysqli_fetch_array($sqlpenyakit)) {
$cftotal_temp = 0;
$cf = 0;
$sqlgejala = mysqli_query($conn, "SELECT * FROM basis_pengetahuan where kode_penyakit=$rpenyakit[kode_penyakit]");
$cflama = 0;
while ($rgejala = mysqli_fetch_array($sqlgejala)) {
$arkondisi = explode("_", $_POST['kondisi'][0]);
$gejala = $arkondisi[0];
for ($i = 0; $i < count($_POST['kondisi']); $i++) {
$arkondisi = explode("_", $_POST['kondisi'][$i]);
$gejala = $arkondisi[0];
if ($rgejala['kode_gejala'] == $gejala) {
$cf = ($rgejala['mb'] - $rgejala['md']) * $arbobot[$arkondisi[1]];
if (($cf >= 0) && ($cf * $cflama >= 0)) {
$cflama = $cflama + ($cf * (1 - $cflama));
}
if ($cf * $cflama < 0) {
$cflama = ($cflama + $cf) / (1 - Math . Min(Math . abs($cflama), Math . abs($cf)));
}
if (($cf < 0) && ($cf * $cflama >= 0)) {
$cflama = $cflama + ($cf * (1 + $cflama));
}
}
}
}
if ($cflama > 0) {
$arpenyakit += array($rpenyakit[kode_penyakit] => number_format($cflama, 4));
}
}
arsort($arpenyakit);
$inpgejala = serialize($argejala);
$inppenyakit = serialize($arpenyakit);
$np1 = 0;
foreach ($arpenyakit as $key1 => $value1) {
$np1++;
$idpkt1[$np1] = $key1;
$vlpkt1[$np1] = $value1;
}
mysqli_query($conn, "INSERT INTO hasil(
tanggal,
gejala,
penyakit,
hasil_id,
hasil_nilai
)
VALUES(
'$inptanggal',
'$inpgejala',
'$inppenyakit',
'$idpkt1[1]',
'$vlpkt1[1]'
)");
// --------------------- END -------------------------
echo "<div class='content'>
<h2 class='text text-primary'>Hasil Diagnosis <button id='print' onClick='window.print();' data-toggle='tooltip' data-placement='right' title='Klik tombol ini untuk mencetak hasil diagnosa'><i class='fa fa-print'></i> Cetak</button> </h2>
<hr><table class='table table-bordered table-striped diagnosa'>
<th width=8%>No</th>
<th width=10%>Kode</th>
<th>Gejala yang dialami (keluhan)</th>
<th width=20%>Pilihan</th>
</tr>";
$ig = 0;
foreach ($argejala as $key => $value) {
$kondisi = $value;
$ig++;
$gejala = $key;
$sql4 = mysqli_query($conn, "SELECT * FROM gejala where kode_gejala = '$key'");
$r4 = mysqli_fetch_array($sql4);
echo '<tr><td>' . $ig . '</td>';
echo '<td>G' . str_pad($r4[kode_gejala], 3, '0', STR_PAD_LEFT) . '</td>';
echo '<td><span class="hasil text text-primary">' . $r4[nama_gejala] . "</span></td>";
echo '<td><span class="kondisipilih" style="color:' . $arcolor[$kondisi] . '">' . $arkondisitext[$kondisi] . "</span></td></tr>";
}
$np = 0;
foreach ($arpenyakit as $key => $value) {
$np++;
$idpkt[$np] = $key;
$nmpkt[$np] = $arpkt[$key];
$vlpkt[$np] = $value;
}
if ($argpkt[$idpkt[1]]) {
$gambar = 'gambar/penyakit/' . $argpkt[$idpkt[1]];
} else {
$gambar = 'gambar/noimage.png';
}
echo "</table><div class='well well-small'><img class='card-img-top img-bordered-sm' style='float:right; margin-left:15px;' src='" . $gambar . "' height=200><h3>Hasil Diagnosa</h3>";
echo "<div class='callout callout-default'>Jenis penyakit yang diderita adalah <b><h3 class='text text-success'>" . $nmpkt[1] . "</b> / " . round($vlpkt[1], 2) . " % (" . $vlpkt[1] . ")<br></h3>";
echo "</div></div><div class='box box-info box-solid'><div class='box-header with-border'><h3 class='box-title'>Detail</h3></div><div class='box-body'><h4>";
echo $ardpkt[$idpkt[1]];
echo "</h4></div></div>
<div class='box box-warning box-solid'><div class='box-header with-border'><h3 class='box-title'>Saran</h3></div><div class='box-body'><h4>";
echo $arspkt[$idpkt[1]];
echo "</h4></div></div>
<div class='box box-danger box-solid'><div class='box-header with-border'><h3 class='box-title'>Kemungkinan lain:</h3></div><div class='box-body'><h4>";
for ($ipl = 2; $ipl < count($idpkt); $ipl++) {
echo " <h4><i class='fa fa-caret-square-o-right'></i> " . $nmpkt[$ipl] . "</b> / " . round($vlpkt[$ipl], 2) . " % (" . $vlpkt[$ipl] . ")<br></h4>";
}
echo "</div></div>
</div>";
} else {
echo "
<h2 class='text text-primary'>Diagnosa Penyakit</h2> <hr>
<div class='alert alert-success alert-dismissible'>
<button type='button' class='close' data-dismiss='alert' aria-hidden='true'>×</button>
<h4><i class='icon fa fa-exclamation-triangle'></i>Perhatian !</h4>
Silahkan memilih gejala sesuai dengan kondisi ayam anda, anda dapat memilih kepastian kondisi ayam dari pasti tidak sampai pasti ya, jika sudah tekan tombol proses (<i class='fa fa-search-plus'></i>) di bawah untuk melihat hasil.
</div>
<form name=text_form method=POST action='diagnosa' >
<table class='table table-bordered table-striped konsultasi'><tbody class='pilihkondisi'>
<tr><th>No</th><th>Kode</th><th>Gejala</th><th width='20%'>Pilih Kondisi</th></tr>";
$sql3 = mysqli_query($conn, "SELECT * FROM gejala order by kode_gejala");
$i = 0;
while ($r3 = mysqli_fetch_array($sql3)) {
$i++;
echo "<tr><td class=opsi>$i</td>";
echo "<td class=opsi>G" . str_pad($r3[kode_gejala], 3, '0', STR_PAD_LEFT) . "</td>";
echo "<td class=gejala>$r3[nama_gejala]</td>";
echo '<td class="opsi"><select name="kondisi[]" id="sl' . $i . '" class="opsikondisi"/><option data-id="0" value="0">Pilih jika sesuai</option>';
$s = "select * from kondisi order by id";
$q = mysqli_query($conn, $s) or die($s);
while ($rw = mysqli_fetch_array($q)) {
?>
<option data-id="<?php echo $rw['id']; ?>" value="<?php echo $r3['kode_gejala'] . '_' . $rw['id']; ?>"><?php echo $rw['kondisi']; ?></option>
<?php
}
echo '</select></td>';
?>
<script type="text/javascript">
$(document).ready(function () {
var arcolor = new Array('#ffffff', '#cc66ff', '#019AFF', '#00CBFD', '#00FEFE', '#A4F804', '#FFFC00', '#FDCD01', '#FD9A01', '#FB6700');
setColor();
$('.pilihkondisi').on('change', 'tr td select#sl<?php echo $i; ?>', function () {
setColor();
});
function setColor()
{
var selectedItem = $('tr td select#sl<?php echo $i; ?> :selected');
var color = arcolor[selectedItem.data("id")];
$('tr td select#sl<?php echo $i; ?>.opsikondisi').css('background-color', color);
console.log(color);
}
});
</script>
<?php
echo "</tr>";
}
echo "
<input class='float' type=submit data-toggle='tooltip' data-placement='top' title='Klik disini untuk melihat hasil diagnosa' name=submit value='' style='font-family:Arial, FontAwesome'>
</tbody></table></form>";
}
break;
}
?>
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