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All Journal Jurnal Nasional Teknologi Komputer Jurnal Pengabdian Masyarakat Gemilang (JPMG)
Hamzah, Iswadi
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Computer Science & IT Economics, Econometrics & Finance Education Engineering Social Sciences

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Pentingnya Privasi dan Keamanan dalam Bersosial Media Menggunakan Metode Survei Analitik Hamzah, Iswadi; Syahputra, Maulian; Saragih, Juliyandri; Sitorus, Mhd. Arfan
Jurnal Pengabdian Masyarakat Gemilang (JPMG) Vol. 4 No. 1 (2024): Januari 2024
Publisher : HIMPUNAN DOSEN GEMILANG INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58369/jpmg.v4i1.158

Abstract

Abstract is a brief summary of the article to help readers quickly determine the purpose of the research and according to research needs. Abstract should be clear and informative, providing a statement for the problem under study and its solution. Abstract length between 90 to 230 words. Avoid unusual abbreviations and define all symbols used in the abstract. The abstract contains problems from the initial objectives of the service implementation, solutions to problem solving offered, as well as the percentage of success of the activities carried out which are shown in a graph. Using keywords related to the research topic is recommended.
Analisa Classification Decision Tree C45 dan Naïve Bayes Pada Indikasi Penyakit Diabetes Menggunakan Rapid Miner Hamzah, Iswadi; Zulham Sitorus; Khairul
Jurnal Nasional Teknologi Komputer Vol 4 No 1 (2024): Volume 4 Nomor 1 Januari 2024
Publisher : CV. Hawari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jnastek.v4i1.126

Abstract

In Indonesia, the rate of diabetes sufferers continues to increase, so this is deemed necessary to pay attention to by the Indonesian people in particular, for this reason this research is not the first to be conducted. Predicting diabetes can be done using various methods through various algorithms which are quite diverse, therefore it is necessary to conduct research on the algorithms used. To obtain new information, the Decision Tree algorithm with Naïve Bayes was tested using the Rapid Miner application. This test is carried out on data that has the attribute HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, Heart Diseaseor Attack, Phys Activity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCos, GenHlth, MentHlth, PhysHlth, DiffWalk, Sex, Age, Education, Income. All of these attributes serve as a guide in determining results, so that it can be known that the patient has diabetes.
Klasifikasi Jenis Penyakit dengan Algoritma Decision Tree Menggunakan Rapid Miner Hamzah, Iswadi; Muhammad Iqbal; Rian Farta Wijaya
Jurnal Nasional Teknologi Komputer Vol 4 No 1 (2024): Volume 4 Nomor 1 Januari 2024
Publisher : CV. Hawari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jnastek.v4i1.127

Abstract

Setiap penyakit memiliki indikator tertentu yang dapat memberikan petunjuk bahwasanya terdapat beberapa faktor yang dapat menjadi penyebab penyakit tertentu. Sehingga dapat dijadikan sebuat pedoman dalam melakukan analisa sedini mungkin, data yang diambil bersumber dari Kaggle yang terdiri dari data training dan data testing dengan beberapa atribut seperti, itching, skin rash, nodal skin eruptions, continuous sneezing, shivering, chills, joint pain, stomach pain, acidity, ulcers on tongue, muscle wasting, vomiting, burning micturition, spotting urination, fatigue, weight gain, anxiety, cold hands and feets, mood swings, weight loss, restlessness, lethargy, patches in throat ,irregular sugar level, cough, high fever, sunken eyes, breathlessness, sweating, dehydration, indigestion, headache, yellowish skin, dark urine, nausea, loss of appetite, pain behind the eyes, back pain, constipation, abdominal pain, diarrhoea, mild fever, yellow urine, yellowing of eyes, acute liver failure, fluid overload, swelling of stomach, swelled lymph nodes, malaise, blurred and distorted vision, phlegm, throat irritation, redness of eyes, sinus pressure, runny nose, congestion, chest pain, weakness in limbs, fast heart rate, pain during bowel movements, pain in anal region, bloody stool, irritation in anus, neck pain, dizziness, cramps, bruising, obesity, swollen legs, swollen blood vessels, puffy face and eyes, enlarged thyroid, brittle nails, swollen extremeties, excessive hunger, extra marital contacts, drying and tingling lips, slurred speech, knee pain, hip joint pain, muscle weakness, stiff neck, swelling joints, movement stiffness, spinning movements, loss of balance, unsteadiness, weakness of one body side, loss of smell, bladder discomfort, foul smell of urine,
Co-Authors Khairul Muhammad Iqbal Rian Farta Wijaya Saragih, Juliyandri Sitorus, Mhd. Arfan Sitorus, Zulham Syahputra, Maulian