Abstract:Abstract: DKM has objectives such as overseeing the security and orderliness of the mosque as a whole, and managing the financial flows that exist within the mosque. Financial flow is a means of cash flow in a period related…
ated to the responsibility of company or agency management in managing cash both from operational, funding and investment activities. In managing current financial flows, DKM Masjid Al Ashlah Kopo Bandung still uses conventional manual recording methods. Such a system raises problems, including documentation of donors, calculations of zakat to be paid by congregations that are not in accordance with procedures. This makes the management and recording of cash flows less effective and efficient and also makes the management of the Bendahara DKM limited. SiKeMas is a system that has the goal of providing convenience in facilitating various DKM needs in managing financial flows, as well as informing DKM about the management of financial flow data. The research method used is the Object Oriented approach with various tools the design uses the UML. The system development is carried out using the prototype method. The results of this research are an application based on Desktop Client-Server with JAVA NetBeans IDE 7 and MySQL DBMS.
Keywords: DKM; Financial Flow; SiKeMas;
Abstrak: DKM memiliki tujuan antara lain mengawasi keamanan dan ketertiban masjid secara keseluruhan, serta mengelola aliran keuangan yang ada di dalam masjid. Arus keuangan merupakan sarana arus kas dalam suatu periode yang berkaitan dengan tanggung jawab manajemen perusahaan atau instansi dalam mengelola kas baik yang berasal dari kegiatan operasional, pendanaan maupun investasi. Dalam mengelola aliran keuangan saat ini, DKM Masjid Al Ashlah Kopo Bandung masih menggunakan metode pencatatan manual yang konvensional. Sistem seperti itu menimbulkan masalah, antara lain dokumentasi donatur, perhitungan zakat yang harus dibayarkan jamaah tidak sesuai prosedur. Hal ini membuat pengelolaan dan pencatatan arus kas menjadi kurang efektif dan efisien serta membuat pengelolaan DKM Bendahara menjadi terbatas. SiKeMas merupakan sistem yang bertujuan untuk memberikan kemudahan dalam memfasilitasi berbagai kebutuhan DKM dalam mengelola aliran keuangan, serta menginformasikan kepada DKM tentang pengelolaan data aliran keuangan. Metode penelitian yang digunakan adalah pendekatan Object Oriented dengan berbagai tools perancangan menggunakan UML. Pengembangan sistem dilakukan dengan menggunakan metode prototype. Hasil dari penelitian ini adalah sebuah aplikasi berbasis Desktop Client-Server dengan JAVA NetBeans IDE 7 dan MySQL DBMS.
Kata kunci: Arus Keuangan; DKM; SiKeMas;
Abstract:Abstract: Superior students represent active and intelligent students who are able to make a direct contribution to the development of the nation. To produce excellent students, one of the efforts that can be made is to…
foster these superior students from the start by forming a superior class. In forming a superior class, an effective selection process is needed to select students who are truly superior. This research was conducted at STMIK Royal Kisaran where the object of research was prospective new students for the superior class and the related party was the Academic and Student Administration Bureau (BAAK) because the party was directly involved in selecting prospective new students for the superior class. But the problem is, BAAK does not yet have an election process based on a method and there is no information system for selecting prospective new students for superior classes. The purpose of this study is to make predictions related to the selection of prospective new students for superior classes in the future with the Naïve Bayes Algorithm and implemented in an information system.The results of this research are that the Naïve Bayes algorithm produces an accuracy rate of 60% in the good classification category which is measured by the level of accuracy using the confusion matrix, so that the information system produced in this study also has efficient prediction results and is expected to help BAAK.
Keywords: data mining; naïve bayes; superior student class.
Abstrak: Mahasiswa unggulan merupakan representasi dari mahasiswa aktif dan cerdas yang mampu memberikan kontribusi langsung terhadap perkembangan bangsa. Untuk menghasilkan mahasiswa yang benar unggul salah satu upaya yang dapat dilakukan adalah dengan membina mahasiswa unggulan tersebut sejak awal dengan membentuk kelas unggulan. Dalam membentuk kelas unggulan dibutuhkan proses seleksi yang benar efektif untuk memilih mahasiswa yang benar unggul. Penelitian ini dilakukan di STMIK Royal Kisaran dimana objek penelitian merupakan calon mahasiswa baru untuk kelas unggulan dan pihak yang terkait adalah Biro Administrasi Akademik dan Kemahasiswaan (BAAK) karena pihak tersebut terlibat langsung dalam pemilihan calon mahasiswa baru untuk kelas unggulan. Namun permasalahannya, pihak BAAK belum memiliki sebuah proses pemilihan berdasarkan metode dan belum adanya sistem informasi pemilihan calon mahasiswa baru kelas unggulan. Tujuan dari penelitian ini adalah melakukan prediksi terkait pemilihan calon mahasiswa baru kelas unggulan di masa mendatang dengan Algoritma Naïve Bayes dan diimplementasikan dalam sebuah sistem informasi. Hasil penelitian ini algoritma Naïve Bayes menghasilkan tingkat akurasi sebesar 60% dengan kategori good classification yang diukur tingkat akurasinya dengan menggunakan confusion matrix, sehingga sistem informasi yang dihasilkan dalam penelitian ini juga memiliki hasil prediksi yang efisien dan diharapkan dapat membantu pihak BAAK.
Kata Kunci: data mining; mahasiswa kelas unggulan; naïve bayes.
Abstract:Abstract: Marriage is a husband and wife relationship between a man and a woman to form a family. There are several conditions in marriage that must be fulfilled both religiously and legally in force in Indonesia. To carry…
ry out the marriage, the prospective bride and groom must register at the nearest Religious Affairs Office (KUA), KUA is an institution established by the government to handle marriage matters. At marriages, various age groups are often found registering at the KUA. This research was conducted using the Data Mining technique through the K-Means Clustering Model to determine the age grouping of marriage which aims to make it easier for the Office of Religious Affairs in educating the prospective bride and groom from a future perspective and an economic perspective in terms of having a child. The research dataset is data on prospective wedding brides at KUA Rawang Lama, Panca Arga in 2022 with a total of 102 samples, by forming 3 clusters, namely: the Ideal cluster of 76 prospective wedding brides (age 19-30 based on husband's age and age 18-25 based on age wife), a good cluster of 20 prospective marriage brides (age 28-44 based on husband's age and age 24-37 based on wife's age), and a risky cluster of 6 prospective marriage brides (age 49-72 based on husband's age and age 39-58 based on wife's age), and produces a Silhouette Score of 0.57.
Keywords: clustering; data mining; k-means; marriage
Abstrak: Pernikahan merupakan hubungan sebagai suami dan istri antara seorang laki-laki dan perempuan untuk membentuk sebuah keluarga. Terdapat beberapa syarat dalam pernikahan yang wajib dipenuhi baik secara agama maupun secara hukum yang berlaku di Indonesia. Untuk melakukan pernikahan, calon kedua mempelai harus mendaftarkan diri pada Kantor Urusan Agama (KUA) terdekat, KUA merupakan lembaga yang dibentuk oleh pemerintah untuk menangani masalah pernikahan. Pada pernikahan sering ditemukan berbagai kalangan umur yang mendaftarkan diri di KUA. Penelitian ini dilakukan dengan menggunakan teknik Data Mining melalui Model K-Means Clustering untuk menentukan pengelompokkan umur pernikahan yang bertujuan untuk mempermudah pihak KUA dalam mengedukasi calon mempelai pernikahan dalam sudut pandang masa depan dan sudut pandang ekonomi dalam hal memiliki seorang anak. Dataset penelitian ini adalah data calon mempelai pernikahan pada KUA Rawang Lama, Panca Arga pada tahun 2022 sebanyak 102 sampel, dengan membentuk 3 klaster yaitu : cluster Ideal sebanyak 76 calon mempelai pernikahan (usia 19-30 berdasarkan umur suami dan usia 18-25 berdasarkan umur istri), cluster baik sebanyak 20 calon mempelai pernikahan (usia 28-44 berdasarkan umur suami dan usia 24-37 berdasarkan umur istri), dan cluster beresiko sebanyak 6 calon mempelai pernikahan (usia 49-72 berdasarkan umur suami dan usia 39-58 berdasarkan umur istri), dan menghasilkan Silhouette Score 0.57.
Kata kunci: clustering; data mining; k-means; pernikahan
Abstract:Abstract: Non-performing loan (NPL) is a risk that credit unions must face and to avoid that, prospective debtors need to be surveyed. With previous loan data, support vector machine and naïve bayes can be used as classification…
ssification methods to give a decision about NPL. We use a data set with 61 data and process the data with orange 3.30 application to see the difference between SVM using linear (SVM-L), polynomial (SVM-P), RBF (SVM-R) and sigmoid (SVM-S) kernel with naïve bayes. We use a cross validation technique with various folds to measure the classification results and a convusion matrix to measure the data training classification results. Naïve bayes scores the highest in terms of accuracy and SVM-R scores the highest in terms of F1, precision and recall. SVM-P scores the lowest in terms of accuracy, F1, precision and recall. Naïve bayes scores the highest in terms of proportion of predicted for true negative class and proportion of actual for true positive class. SVM-S scores the highest in terms of proportion of predicted for true positive class and proportion of actual for true negative class. SVM-P scores the lowest in both proportion of predicted and proportion of actual.
Keywords: classification; naïve bayes; non-performing loan; support vector machine
Abstrak: Kredit macet merupakan resiko yang sering dialami koperasi simpan pinjam, sehingga perlu dilakukan survei terhadap calon debitur agar kredit menjadi sehat. Dengan menggunakan data pemberian kredit sebelumnya, support vector machine dan naïve bayes digunakan sebagai metode klasifikasi untuk memberikan keputusan macet atau tidaknya kredit anggota koperasi Mutiara Sejahtera. Data set yang berjumlah 61 data diolah menggunakan aplikasi Orange 3.30 dan dilihat perbandingan antara metode SVM dengan kernel linear, polynomial, RBF dan sigomoid dengan metode naïve bayes. Cross validation dengan jumlah fold bervariasi digunakan sebagai nilai ukur klasifikasi dan convusion matrix digunakan sebagai nilai ukur klasifikasi data training. Hasil yang diperoleh adalah naïve bayes memiliki nilai accuracy tertinggi dan SVM kernel RBF memiliki nilai F1, precision dan recall tertinggi. SVM kernel polynomial memiliki nilai terendah untuk accuracy, F1, precision dan recall. Naïve bayes memiliki nilai tertinggi untuk proportion of predicted (PoP) kelas true negative dan proportion of actual (PoA) kelas true positive. SVM kernel sigmoid memiliki nilai tertinggi untuk PoP kelas true positive dan PoA kelas true negative. SVM kernel polynomial memiliki nilai terendah baik untuk PoP maupun PoA true negative dan kelas true positive.
Kata kunci: klasifikasi; kredit macet; naive bayes; SVM
Abstract:Abstract: This research aims to analyze IT governance related to academic services at Muria Kudus University, which is responsibility of Information System Center division. Analysis did by measuring maturity level of IT…
governance using COBIT 2019 framework to know about current maturity and expected maturity, also analyze the gap. It purposes to increase IT governance and forming recommendations that organization can do in the future. The results show that the average of current maturity level of 11 processes domain is 3,37 on level 3 (defined). It represents enterprisewide standards provide guidance across the enterprise to reach it goals. The result of gap analysis obtained the average of gap values is 1,63 and represents Information System Center MKU needs to do IT governance and management evaluations that aims to reach enterprise goals or expected maturity level. We give some recommendations into it.
Keywords: COBIT 2019; gap analysis; IT governance; maturity level
Abstrak: Penelitian ini dilakukan dengan tujuan dalam menganalisis tata kelola TI terkait layanan akademik yang ada di Universitas Muria Kudus (UMK), dimana aktivitas ini menjadi tanggung jawab divisi Pusat Sistem Informasi (PSI). Analisis dilakukan melalui pengukuran menjadikan tingkat kematangan (maturity level) pengelolaan TI dengan standar COBIT 2019 guna mengetahui kondisi tata Kelola TI saat ini diharapkan serta menganalisis kesenjangan (gap) yang terjadi. Hal ini dimaksudkan untuk meningkatkan tata kelola TI serta merumuskan rekomendasi yang bisa dilakukan selanjutnya oleh Pusat Sistem Informasi UMK di masa yang akan datang. Hasil penelitian menunjukkan, bahwa rata-rata tingkat kematangan 11 domain proses yang dianalisis adalah sebesar 3,37 dan berada pada level 3 (ditetapkan). Hal tersebut merepresentasikan, bahwa organisasi telah memiliki standar proses yang berlaku diseluruh lingkup organisasi tersebut untuk mencapai tujuan. Sedangkan dari hasil analisis kesenjangan (gap) diperoleh rata-rata nilai kesenjangan sebesar 1,63 yang merepresentasikan, bahwa Pusat Sistem Informasi UMK perlu melakukan perbaikan-perbaikan tata kelola dan manajemen TI guna mencapai tujuan organisasi atau tingkat kematangan yang diharapkan. Terhadap hal tersebut diberikan beberapa rekomendasi perbaikan yang dapat dilakukan organisasi.
Kata kunci: analisis kesenjangan; COBIT 2019; tata kelola TI; tingkat kematangan
Abstract:Abstract: Environmental safety is a shared responsibility between the community and the officers who are specially authorized to secure an area. For this reason, the role of the community in informing actions that interfere…
fere with safety is important. This study aims to develop a prototype of an environmental safety system using an emergency button application to inform certain safety conditions. This research is developed by conducting a Research and Development model through requirement analysis, system design, implementation, and functional testing. This prototype offers a basic function of the security system at a residence, such as a button for hazard emergency, stranger alert, notification when out of town, and needing assistance. This prototype is connected to the account of each resident with the security officer at the post guard. This prototype has been tested and works well as expected.
Keywords: emergency button; security; residence;
Abstrak: Keamanan lingkungan merupakan tanggung jawab bersama antara masyarakat dan petugas yang diberi wewenang secara khusus menjaga keamanan sebuah wilayah. Untuk itu, peranan masyarakat dalam menginformasikan tindakan-tindakan yang mengganggu keselamatan menjadi penting. Penelitian ini bertujuan untuk mengembangkan prototipe sistem keamanan lingkungan menggunakan aplikasi tombol darurat bagi masyarakat untuk menginformasikan kondisi keamanan tertentu. Penelitian ini dikembangkan dengan pendekatan model Research and Development dengan melakukan analisis kebutuhan selanjutnya dirancang dan diimplementasikan dalam bentuk situs web yang selanjutnya diuji coba fungsionalitasnya. Fungsi yang ditawarkan dalam model ini meliputi tombol darurat bahaya, waspada orang asing, keluar kota dan bantuan. Sistem terhubung pada akun masing-masing warga dengan petugas keamanan di pos keamanan. Prototipe telah diuji fungsionalitasnya dan bekerja baik sesuai dengan fungsinya.
Kata kunci: keamanan; perumahan; tombol darurat
Abstract:Abstract: The use of computer networks at this time has proven to be a very reliable means of communication and source of information. Government agencies, offices are now using the network as a medium for disseminating…
information. At present, in the implementation of computer networks, it is very necessary for management to optimize the network itself. Therefore it is necessary to do QoS (Quality of Service) Analysis, in order to get optimal network. QoS (Quality of Service) is a technology that can be applied in computer networks to provide optimal services for network users. With the existence of QoS (Quality of Service) allows network administrators to be able to perform bandwidth management to handle various effects due to congestion (congestion) in packet flow traffic in the network. In performing QoS (Quality of Service), a device that can do bandwidth management to the network is built. Mikrotik Routerboard750 is a network device using Linux-based MicroticOS that can be used in the application of QoS (Quality of Service).
Keywords: Computer Network, QoS (Quality of Service), Mikrotik Routerboard750
Abstrak: Penggunaan Jaringan komputer pada saat ini telah terbukti sebagai sarana komunikasi dan sumber informasi yang sangat diandalkan. Seluruh instansi pemerintahan, perkantoran saat ini sudah memanfaatkan jaringan sebagai media sarana penyebaran informasi. Saat ini dalam implementasinya jaringan komputer sangat butuh dilakukan manajemen guna optimalimalisasi jaringan itu sendiri. Maka dari itu perlu dilakukan Analasis QoS (Quality of Service), guna mendapatkan jaringan yang optimal. QoS (Quality of Service) merupakan teknologi yang dapat diterapkan dalam jaringan komputer guna memberikan layanan yang optimal bagi para pengguna jaringan. Dengan adanya QoS (Quality of Service) memungkinkan administrator jaringan untuk dapat melakukan manajemen bandwidth guna menangani berbagai efek akibat terjadinya kemacetan (congestion) pada lalu lintas aliran paket di dalam jaringan. Dalam melakukan QoS (Quality of Service) dibutauhan sebuah perangkat yang dapat melakukan manajemen bandwidth terhadap jaringan. Mikrotik Routerboard750 adalah perangkat jaringan menggunakana MikrotikOS berbasis Linux yang dapat digunakan dalam penerapan QoS (Quality of Service) ini.
Kata Kunci: Jaringan Komputer, QoS (Quality of Service), Mikrotik Routerboard750
Abstract:This study investigates the communicative practices of youth volunteers involved in Surabaya’s Kelurahan Bersinar anti-drug initiative, highlighting the role of grassroots messaging in shaping public health discourse. Grounded…
Grounded in framing theory, narrative theory, and social capital theory, the research explores how volunteers construct persuasive anti-drug messages through culturally rooted storytelling, emotional framing, and symbolic communication. Using a qualitative case study approach, data were gathered through interviews, focus groups, observations, and campaign materials with 18 youth volunteers. The findings reveal that volunteers effectively used personal experiences and local narratives to foster trust and collective identity, transforming individual challenges into shared stories of hope and resistance. Emotional strategies, such as gain-framed and fear-based appeals, were deliberately crafted to trigger empathy and promote behavioral change. Volunteers also capitalized on their deep integration within community networks to enhance message credibility and reach, cultivating both bonding and bridging social capital. The study challenges top-down approaches in health campaigns, illustrating the power of peer-led, culturally resonant communication. It contributes a layered communication model for grassroots health advocacy and underscores the transformative impact of narrative-driven volunteer engagement. The study recommends integrating cultural framing in training programs and exploring digital channels to scale grassroots messaging in future research.
Abstract:This research aims to analyze the contribution of education based on emotional intelligence (EQ) and spiritual (SQ) in facing the challenges of the digital era in Indonesia. The focus of the research is to understand how…
an educational approach that integrates EQ and SQ can help students develop relevant skills amidst rapid technological developments and social change. The research method used was qualitative with a literature study approach. The data obtained was analyzed thematically to identify patterns and impacts of the application of EQ and SQ in the context of digital education. The research results show that EQ and SQ-based education plays an important role in forming strong and adaptive student characters in the digital era. The integration of EQ helps students manage emotions, increase empathy, and build positive social relationships, while SQ strengthens spiritual values that encourage the formation of responsible and ethical attitudes. This combination not only helps students deal with digital distractions, but also improves collaboration and creativity skills. Thus, EQ and SQ-based education is considered an effective solution for creating a generation that is not only intellectually intelligent, but also has the emotional and spiritual maturity needed to compete in the digital era.
Abstract:This research aims to analyze the comparison of character education system curricula in Indonesia and Malaysia, with a focus on the approach, implementation and effectiveness in shaping students' moral values and character.…
haracter. The aim is to identify similarities and differences between the two education systems, as well as provide recommendations for improving the quality of character education in Indonesia. The research method used is a literature study with a qualitative approach. The research results show that Malaysia integrates character education through special subjects such as Islamic and Moral Education, while Indonesia emphasizes the integration of character values in all subjects through the 2013 Curriculum. However, both countries face challenges in implementation, such as a lack of teacher training and gaps between theory and practice. The research results also reveal that Malaysia places more emphasis on religious values and multiculturalism in character education, while Indonesia focuses on the values of nationalism and diversity. Nevertheless, both countries agree that character education plays an important role in forming a generation with noble and responsible morals. Recommendations from this research are the need to increase teacher training, strengthen collaboration between schools, families and communities, as well as develop a more contextual and applicable curriculum. By adopting best practices from Malaysia and adapting them to the local context, Indonesia can increase the effectiveness of character education in forming students who are not only academically intelligent but also have strong character.