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IMPLEMENTASI ALGORITMA NAÏVE BAYES UNTUK ANALISIS SENTIMEN TERHADAP ALUN-ALUN SEBAGAI RUANG TERBUKA PUBLIK DI KABUPATEN SUKABUMI
No full textKabupaten Sukabumi merupakan salah satu Kabupaten di Jawa Barat yang memiliki beberapa fasilitas dan prasarana, salah satunya ruang terbuka publik yang menjadi sebuah tempat yang bermanfaat untuk aktivitas bagi kebutuhan dan kepentingan masyarakat umum sehari-hari seperti contohnya alun-alun yaitu Alun-alun Cisaat, Alun-Alun Palabuhanratu, Alun-Alun Jampang Kulon, Alun-Alun Purabaya dan Alun-Alun Cicurug. Namun di Kabupaten Sukabumi juga masih terdapat alun-alun yang kurang terawat sehingga terdapat artikel atau opini dari pengunjung yang kurang baik mengenai alun-alun tersebut. Oleh karena itu perlu dilakukan pengembangan atau evaluasi oleh pemerintah setempat untuk menjadikan ruang terbuka publik di Kabupaten Sukabumi lebih baik lagi. Sebelum melakukan pengembangan dan evaluasi diperlukan terlebih dahulu informasi data atau analisis terkait opini publik terhadap ruang terbuka publik tersebut salah satunya dengan melakukan analisis sentimen. Penelitian ini melakukan analisis sentimen publik terhadap alun-alun sebagai ruang terbuka publik di Kabupaten Sukabumi menggunakan algoritma Naïve Bayes dalam melakukan analisis sentimen dan data yang diambil dari ulasan pengunjung tempat tersebut pada periode 2019-2023 di website Google Maps dan didapatkan data sentimen sebanyak 2698 yang terdiri dari data sentimen positif sebanyak 2254 dan data sentimen negatif 444 data dengan hasil akurasi dari algoritma yang digunakan pada model yang dibuat yang dibuat memiliki ketepatan akurasi sebesar 92%, nilai precision sebesar 90%, nilai recall sebesar 53% dan fi-score sebesar 67%. Frekuensi kata yang diperoleh dari hasil analisis sentimen mendapati 5 kata yang paling banyak muncul berdasarkan kelas sentimennya yaitu sentimen positif adalah mantap, bagus, bersih, nongkrong dan enak. Sedangkan 5 Frekuensi kata negatif adalah adalah sampah, kotor, kumuh, macet dan tata. Hasil dari penelitian ini terkait analisis sentimen diharap dapat membantu pemerintah setempat terutama Dinas Pertanahan dan Tata Ruang Kabupaten Sukabumi untuk dijadikan informasi sebagai bahan acuan atau rekomendasi untuk pengembangan dan evaluasi objek ruang terbuka publik di Kabupaten Sukabumi kedepannya
PENERAPAN ALGORITMA SUPPORT VECTOR MACHINE (SVM) UNTUK KLASIFIKASI PENCEMARAN NAMA BAIK DI MEDIA SOSIAL TWITTER
No full textPencemaran nama baik merupakan tindakan atau ucapan yang merusak martabat seseorang baik individu maupun kelompok, tertulis maupun lisan, yang dilakukan dengan sengaja dan disebarkan secara umum. Peraturan pencemaran nama baik tertuang pada pasal 310 KUHP, apabila terjadi di media sosial maka akan merujuk pada UU informasi dan transaksi elektronik (ITE) pasal 27 ayat 3 No. 19 tahun 2016. Twitter sebagai salah satu media sosial yang kerap digunakan masyarakat seringkali menjadi tempat dimana kasus pencemaran nama baik ini terjadi. Dalam penelitian ini dilakukan proses klasifikasi tweet pencemaran nama baik di media sosial twitter dengan menggunakan algoritma Support Vector Machine (SVM). Metode penelitian yang dipakai kali ini adalah CRISP-DM keluaran IBM, tahapannya dimulai dari business understanding, data understanding, data preparation, modelling, evaluation dan deployment . Dari hasil modelling atau pelatihan dan evaluation atau pengujian pada model SVM dengan menggunakan 6000 data tweet, maka diperoleh hasil akurasi tertinggi sebesar 87.7%. Selain itu model SVM juga sudah dapat dikategorikan good fit yang artinya model sudah mampu mengenali data baik itu untuk data latih maupun uji dengan baik, hal tersebut diperkuat oleh rata-rata akurasi model pada data latih dan uji yang terbilang tinggi yaitu sebesar 92% untuk data latih dan 85% untuk data uji
IMPLEMENTASI METODE SCRUM PADA MANAJEMEN PROYEK APLIKASI PERPUSTAKAAN BERBASIS WEB
Get PDFThe digital era is a condition of life in which all activities are facilitated with the help of sophisticated technology. One of the most widely used digital technologies today is the e-library. E-library or digital library is a library with the help of information technology and its collection is in digital format, accessible anytime and anywhere with fast and accurate information dissemination. The Adzkia Integrated Islamic School has several levels of education spread across the Sukabumi City and Sukabumi Regency. Each level of education has a library in the school environment which has a library collection of different numbers and titles. Every library collection will be complete if a web based library application who developed that can be accessed by every student and teacher. The method applied in this research is the scrum method. where the development process is carried out in a very short period of time and is adaptive to changes so that it can be handled quickly according to user needs. The stages in the scrum method are user stories/ roadmap, product backlog preparation, sprint planning preparation, sprint backlog preparation, sprint review preparation, and sprint retrospective preparation. The end result of this research is user clarity on project management design and as a tool for managing workflow, determining work priorities, describing each project, and controlling each activity being carried out, thereby giving users time visibility, identifying and solving problems quickly and efficiently. The existence of a webbased library application is expected to provide efficiency and effectiveness in library services at the Adzkia Integrated Islamic School
PENERAPAN ALGORITMA APRIORI DALAM MENENTUKAN POLA BELANJA KONSUMEN (STUDI KASUS: KAFE D’TERRACE VALLEY)
Get PDFThe development of information technology has helped humans in various fields of life, one of which is in the field of business which is used by business people to increase competition between competitors. one of them in terms of marketing their wares. Even though they have been used to compete with each other, there are still business actors who have not been able to take full advantage of information technology developments. One of them is at D'Terrace Valley Cafe, a cafe that serves a wide variety of food and drink menus at affordable prices. In marketing the menu offered, the cafe still uses the traditional method, namely when offering a menu that does not have a reference, it is still based on estimates. Even though the cafe has taken advantage of existing technology, although its use is only limited to making weekly and monthly sales reports, it is not maximized. Even so, if used properly, these transaction data can be processed as information in solving various kinds of problems and can be used in developing future business strategies. Therefore, we need a support system that can provide a reference in offering menus properly and precisely. This support system uses data mining techniques using association rules and a priori algorithms. The a priori algorithm has several advantages, namely, it is simple and can handle large data. After carrying out the calculation process on 131 transaction data with a minimum value of 6% support and 50% minimum confident, it produces 5 association rules that can be a reference or guide for cafes in making business strategies, both in marketing or other matters
IMPLEMENTASI METODE WATERFALL DALAM APLIKASI PENCATATAN KEUANGAN KAS BERBASIS WEB DI PESANTREN AL-ISLAMIYYAH AL-AHYANI
Get PDFFinancial records will greatly assist the organization in planning, preparing and making decisions in the future. The Santri Putra Organization (OSPA) has cash that is managed by the treasurer, the recording process is done conventionally so that there are more recording formats and when a writing error occurs, you have to rewrite or replace the previous format with a new one. Based on this background, we need a software that can help human work. By creating a web-based cash financial recording application using the SDLC (System Development Life Cycle) method, the application development model uses the waterfall model. The waterfall model is one of the application development methods that is carried out sequentially (sequentially) starting from the stages of analysis, design, coding, testing and supporting stages. The PHP programming language is used to create software because it is easy to understand, plus the codeigniter framework which has the concept of model, view and controller (MVC) makes it easier for developers to create applications. After conducting this research, the finance department is very supportive of making a webbased cash financial recording application and hopes that it can be used and facilitates the process of recording cash finances
APLIKASI KALKULATOR KIMIA BERBASIS ANDROID MENGGUNAKAN METODE WATERFALL
Get PDFAccording to data from the Central Statistics Agency on Indonesian telecommunications statistics regarding the results of the 2021 Susenas survey data, as much as 62.10 percent of Indonesia's population have accessed the internet. Then other data in 2021, the Central Statistics Agency records that 90.54 percent of the population in Indonesia already have cell phones. This figure represents the openness of the Indonesian people towards the development of information technology, but has not yet supported the benefits of the world of education, especially in the field of chemistry. Formula chemistry is an android-based application that aims to make it easier to access chemistry learning and can increase interest in learning chemistry for the general public. This study uses the waterfall model because it has the advantages of a clear flow, and structured stages starting from the stages of requirements analysis, system design, system implementation and system testing. Formula chemistry is built using kotlin and sqlite. In the formula chemistry application, there are several features that can be accessed by users, such as an atomic structure calculator, acids and bases, and a solution calculator. Application testing uses the black box method. Formula chemistry will be more efficient in accessing chemistry learning
EKSPERIMENTASI PENDEKATAN REALISTIC MATHEMATIC EDUCATION (RME) TERHADAP KEMAMPUAN KONSEP MATEMATIS SISWA
No full textPenelitian ini bertujuan untuk mengetahui perbedaan pemahaman konsep matematis siswa sebelum dan sesudah menggunakan pendekatan pembelajaran RME. Penelitian ini dilaksanakan di SMK PLUS ANNABA pada bulan November sampai bulan Desember tahun 2022/2023. Penelitian ini merupakan penelitian Pre Experimen Design, Pengambilan sampel dilakukan dengan cara Probability Sampling. Jenis probability sampling yang digunakan adalah cluster sampling. Peneliti menggunakan 1 kelas yang melibatkan kelas eksperimen saja sebanyak 20 orang siswa dengan tujuan untuk mengetahui perbedaan pemahaman konsep matematis siswa sebelum dan sesudah menggunakan pendekatan pembelajaran RME. Berdasarkan penelitian yang dilakukan di kelas XI OTKP 1 dapat disimpulkan bahwa hipotesis Ho ditolak hal ini menunjukan bahwa terdapat perbedaan kemampuan pemahaman konsep matematis siswa sebelum dan sesudah menggunakan pendekatan pembelajaran RME
PEMBERIAN MINUMAN JAHE DAN MADU TERHADAP PENURUNAN FREKUENSI BATUK AKIBAT (ISPA) PADA AN. A USIA PRA SEKOLAH (4 – 6) TAHUN DI WILAYAH JAMPANG
Get PDFAcute respiratory tract infection (ARI) is an infection of the respiratory tract either upper or lower respiratory tract, and can cause a wide spectrum of diseases from mild to deadly infections, which are influenced by the causative pathogen, environmental factors, and host factors. Complete immunization is one of the initial efforts to prevent the incidence of ARI.
Efforts to reduce the risk of ARI disease need to be done by giving complete basic immunizations, giving vitamin A capsules, and increasing parental knowledge in preventing ARI. ARI therapy can also be done by nonpharmacological means at home such as giving honey and red ginger drinks containing flavonoid chemical compounds, alkaloids and attrition oil. Traditional treatment against ARI can use ginger and honey drinks because they are very effective and safer to use. Honey contains pinobanksine and vitamin C as antioxidants and antibiotics. The content serves to reduce the severity of coughing without causing side effects that can interfere with children's health. Honey has long been recommended by traditional medicine for the treatment of ARI-related coughs. The purpose of this study was to reduce the frequency of coughing due to ARI in children in the Jampang area, more precisely in Salenggang Village, Gunungsungging Village, Surade District, Sukabumi Regency. This research method is carried out by observation and interviews. Researchers gave ginger and honey drinks for 3 consecutive days. The results obtained after giving ginger and honey drinks to reduce the frequency of coughing due to ARI in the Jampang Region
APLIKASI TERAPI SENAM HIPNOSIS LIMA JARI TERHADAP KECEMASAN PADA PENDERITA DIABETES MELLITUS TIPE II DI PARUNGKUDA SUKABUMI
Get PDFAnxiety is a feeling of worry about problems that are being faced or that will come. This
anxiety can also make a person uncomfortable so that it hinders the healing process, even
worse, it can exacerbate the illness. But anxiety can also be controlled with pharmacological
and non-pharmacological therapy. One of the management of anxiety with nonpharmacological therapy is five finger hypnosis therapy. The management of this application
aims to determine the effectiveness of five finger hypnotic exercise therapy in type II DM
patients in reducing anxiety. The method of implementing this application uses a case study
strategy. The five-finger hypnotic exercise therapy is carried out once a day for three
consecutive days. Hypnosis is carried out for 10-15 minutes. The results obtained after doing
hypnotic exercise therapy showed a decrease in mild anxiety with a score of 20 (mild anxiety)
with a score of 12 (not anxious). It can be concluded that the effective application of five
finger hypnosis therapy can reduce anxiety levels in type II DM sufferers in the Parungkuda
area, Sukabumi Regency
PENERAPAN METODE GOSOK GIGI DENGAN VIDEO ANIMASI DALAM UPAYA PENCEGAHAN KARIES GIGI PADA ANAK USIA PRASEKOLAH (4 – 6) TAHUN DI TK Al-KHOLILIYAH 2 CIKAROYA
Get PDFCaries is a cavity disease caused by bacteria from the food consumed. Dental caries
can interfere with a child's eating pattern due to holes in the teeth which make
children uncomfortable when eating. The initial sign of a carious lesion is a white
spot on the surface of the tooth, this indicates an area of enamel demineralization,
which may turn brown but over time will develop into cavitation. Dental caries can
also be prevented by using the tooth brushing method with animated videos. This
application aims to educate and prevent dental caries in preschool children. This
research method uses a case study strategy. Researchers conducted tooth brushing
education with animation once a day for three consecutive days. This method is
carried out for 40 minutes. Before doing the activity for the first time, we contracted
time and then prepared the tools needed, especially infocus and laptops. The results
obtained after carrying out the tooth brushing method with animated videos for 3
consecutive days showed changes in tooth brushing habits and food consumed