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Course Scheduling Information System Using Genetic Algorithms Wicaksono, Freddy; Putra, Bayu Permana
ITEJ (Information Technology Engineering Journals) Vol 6 No 1 (2021): June
Publisher : Pusat Teknologi Informasi dan Pangkalan Data IAIN Syekh Nurjati Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24235/itej.v6i1.55

Abstract

University X is a private university which has 8 faculties, namely Economics, Engineering, Social Sciences, Faculty of Social and Political Sciences, Fikes, Law, Islam and Vocational Studies. One of the leading study programs at the University X is the Informatics Engineering Study Program at the Faculty of Engineering which is currently experiencing problems when the process of dividing space and hour schedules is still manual.The problems that arise include the accumulation of lecture hours for a lecturer who takes more than one course. Another problem is the disruption of the lecture process at the beginning of the semester due to the tentative scheduling system. The preparation of lecture schedules at the Faculty of Engineering, University X is still done semi-manually using Microsoft Excel, so it will take several days to make a schedule. Meanwhile, making a schedule must be done quickly and optimally because it is used for lecture activities, the solution that can overcome the above problems is by creating a Course Scheduling Information System Using Genetic Algorithms. The genetic algorithm is one of the most appropriate algorithms used in solving complex optimization problems, which are difficult to do with conventional methods. The nature of genetic algorithms is looking for possibilities from potential solutions to get the optimal for solving problems. The scope of all viable solutions, i.e. the objects between matching solutions, is called the search space. Each point in the search space represents a viable solution. The limitations of the built problem are: This system is operated by the administrative staff of the study program at the Faculty of Engineering, University X. This system is made using the Codeigniter framework, Responsive Bootstrapping (display) and MySQL as the database and the method used by this system is the genetic algorithm method. The final result of this research is that it is helpful and easy to apply as a tool in helping the optimization process of lecture scheduling in order to minimize schedule collisions in lectures at the Faculty of Engineering, University X
Lecturer Monitoring Information System in Providing Documents at the Faculty of Engineering University of Muhammadiyah Cirebon Wicaksono, Freddy; Ardiansyah, Dimas; Isa Martinus, Agust
Jurnal Improsci Vol 1 No 3 (2023): Vol 1 No 3 December 2023
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/improsci.v1i3.146

Abstract

The availability of document in an agency, both government and private, is important, because document contain information that can support all forms of activity in the agency. The availability of document at special higher education institutions of the faculty of engineering does not escape the role of lecturer, as people who play a role in preparing or preparing the necessary document for certain task. However, in its implementation, lecturer are sometimes often late in providing the necessary document, so that this can hinder ongoing activity. Therefore, in this study, the author created an information system to be able to monitor lecturers in providing documents. Users of this system are system administrators, deans, heads of study programs and lecturers. Based on the test results, the lecturer monitoring information system in providing documents can carry out assignment activities for lecturers, collection of assignment documents by lecturers and monitoring processes during the lecturer concerned in the assignment. With the lecturer monitoring application in providing document, the engineering faculty can monitor lecturer who have or have not collected document. The system also provides convenience for lecturer in monitoring the status of document that have been collected, whether they have been followed up or not by the faculty.
Implementation of the Constraint Satisfication Problems Method in Genetic Algorithms for Course Scheduling Systems Isa Martinus, Agust; Budi Hartono, Mukhamad; Wicaksono, Freddy
Jurnal Improsci Vol 1 No 3 (2023): Vol 1 No 3 December 2023
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/improsci.v1i3.149

Abstract

The creation of class schedules requires a high level of precision and focus to generate the best possible timetable. A schedule with the best solution can provide comfort for both faculty and students, thus enhancing the quality of early meetings during classes. However, in the engineering faculty of Muhammadiyah University Cirebon, classes often do not start simultaneously with other faculties due to the manual scheduling process. Addressing this issue, a system is needed to automate the creation of class schedules. By implementing the Constraint Satisfaction Problems method to impose constraints before evaluating the fitness values in the Genetic Algorithm, it can assist in searching for the best solutions in accordance with the scheduling requirements of each program in the Engineering faculty. The results of black box testing on the system, item code 06, demonstrate that the system can produce schedules that comply with the requirements of each program in the faculty.  
EXPERT SYSTEM FOR DIAGNOSING HEART DISEASE USING WEB-BASED ANALYTIC HIERARCHY PROCESS AND CERTAINTY FACTOR METHODS Hakim, Lukman; Wicaksono, Freddy; Bhakti, M.Herdian
INTI TALAFA Vol. 17 No. 1 (2025): Edisi Januari - Juni 2025
Publisher : Program Studi Teknik Informatika Universitas Muhammadiyah Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32534/int.v17i1.7159

Abstract

Health is the most valuable thing for humans, one example is that humans often forget about their heart health. The heart is one of the organs of the body that is very vital and has a very important role for humans. Basically, heart disease is often called a “silent killer”, based on World Health Organization (WHO) data that heart disease is the number one cause of death in the world. Therefore, a system is needed to help prevent heart disease and provide the right diagnosis and solution. This study aims to design a web-based expert system for diagnosing symptoms of heart disease in humans using the Analytical Hierarchy Process (AHP) and Certainty Factor (CF) methods. The Analytical Hierarchy Process (AHP) method determines the weight of the expert, while the Certainty Factor method calculates the diagnosis of user disease symptoms. The final results of the system show that the system is able to diagnose heart disease through the symptoms selected by the user. The system can also provide descriptions and appropriate handling solutions for diseases experienced by users.       Kata kunci: Sistem Pakar, Penyakit Jantung, Analytical Hierarchy Process, Certainty Factor
TOURISM VILLAGE DEVELOPMENT DURING THE COVID-19 PANDEMIC CASE STUDY IN TEGALWANGI VILLAGE TOURISM VILLAGE DEVELOPMENT DURING THE COVID-19 PANDEMIC CASE STUDY IN TEGALWANGI VILLAGE Pratama, Muhamammad Hiqbal; Perwitasari, Fitri Dian; Yuliananda, Devi; Wicaksono, Freddy; Bastoni; Arisandi, Bayu
Jurnal Abdisci Vol 1 No 6 (2024): Vol 1 No 6 Tahun 2024
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/abdisci.v1i6.255

Abstract

Students of Universitas Muhammadiyah Cirebon must take part in Student Work Lectures (KKM) as a form of their service to the community. One of the tasks of KKM group 23 in Tegalwangi village is to create a podcast that incorporates the Ngobras (Informal conversation) program about the tourist village. Chatting, talking, or talking casually is the definition of "ngobras". The theme of Ngobras was "A thriving tourist village in the era of industrial revolution 4.0", and the resource person was Mr. H. Nana Mulyana, head of the Cirebon Regency Disbudparpora. The purpose of the KKM "Ngobras" activity is to gather information about what needs to be prepared, considered, and developed by Tegalwangi village as a tourism village.  The research location is Tegalwangi Village, Weru Subdistrict, Cirebon Regency, and descriptive methods are used. The results of this Ngobras KKM activity provide some input for Tegal Wangi Village to develop a tourist village, hoping that there will be follow-up by the village government.
Digitization Of The Pangeran Cakrabuana Museum: A Website-Based Cultural Asset Management Information System Novianti, Dian; Wicaksono, Freddy
Jurnal Improsci Vol 3 No 2 (2025): Vol 3 No 2 October 2025
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/improsci.v3i2.1049

Abstract

Background. This research discusses the digitization of the Prince Cakrabuana Museum through the development of a website-based cultural asset management information system. The background of this research is that the accessibility and efficiency of museum information management remain limited in conventional ways, which affects the dissemination of information and public museum promotion. Aims. This research aims to design and implement a website-based information system that supports the processes of cultural asset inventory, collection documentation, and digital museum information delivery. Methods. The research method used is a qualitative descriptive case study, conducted at the Cirebon Regency Culture and Tourism Office. Data collection techniques are carried out through observation, interviews, and documentation during Field Work Practice (PKL) activities. Result. The results of the study show that the developed system can manage cultural asset data more structurally, increase public access to information, and support the digital promotion of the Prince of Cakrabuana Museum. Conclusion. The conclusion of this study shows that the application of a website-based information system can improve the efficiency of museum asset management and public interest in the preservation of cultural heritage.
SISTEM PENDUKUNG KEPUTUSAN REKOMENDASI KARIR MAHASISWA MENGGUNAKAN AHP DAN SAW Freddy Wicaksono; Fajar Ghifari Nugroho; Agust Isa Martinus; Rosalin Theophilia Tayane
Jurnal Teknologi Informasi Vol 12 No 2 (2024): Jurnal Teknologi Informasi
Publisher : LPPM USTJ

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58839/jti.v12i2.1485

Abstract

Dalam menghadapi tantangan dunia kerja yang semakin kompetitif, pemilihan karir yang tepat menjadi langkah krusial bagi mahasiswa. Penelitian ini bertujuan untuk mengembangkan Sistem Pendukung Keputusan (SPK) yang memberikan rekomendasi karir bagi mahasiswa Teknik Informatika di Universitas Muhammadiyah Cirebon. Sistem ini memanfaatkan metode Analytical Hierarchy Process (AHP) untuk menentukan bobot kriteria dan Simple Additive Weighting (SAW) untuk perhitungan rekomendasi karir. Kriteria yang digunakan mencakup nilai mata kuliah, kemampuan, dan sertifikasi yang relevan. Data yang digunakan dikumpulkan melalui studi literatur, wawancara dengan dosen, serta masukan dari mahasiswa. Sistem yang dikembangkan diuji dengan data mahasiswa dan menunjukkan hasil rekomendasi yang sesuai dengan profil dan potensi mahasiswa. Berdasarkan pengujian yang dilakukan pada mahasiswa X dan Y terhadap beberapa karir, hasil menunjukkan bahwa mahasiswa X memperoleh rekomendasi untuk karir Front-End Web Developer dan Android Developer dengan skor akhir masing-masing 0.779 dan 0.871, sedangkan karir Machine Learning Engineer tidak direkomendasikan dengan skor 0,762. Sementara itu, mahasiswa Y direkomendasikan untuk karir Database Administrator dengan skor akhir 0.789, sementara Data Scientist dan Data Analyst tidak direkomendasikan dengan skor masing-masing 0.743 dan 0.745. Kata kunci: Sistem Pendukung Keputusan, Rekomendasi Karir, AHP, SAW, Teknik Informatika, Universitas Muhammadiyah Cirebon