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PENGEMBANGAN CHATBOT UNTUK LAYANAN PENERIMAAN MAHASISWA BARU DI INSTITUT WIDYA PRATAMA DENGAN MENGGUNAKAN METODE NAIVE BAYES Susanto, Eko Budi; Mohammad Reza Maulana; Arochman
IC Tech: Majalah Ilmiah Vol 20 No 1 (2025): IC Tech: Majalah Ilmiah Volume XX No. 1 April 2025
Publisher : P3M Institut Widya Pratama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47775/ictech.v20i1.318

Abstract

In this study, a chatbot for new student admissions was developed using the Naïve Bayes algorithm. The data source used was a dialogue between admissions staff and prospective students, which was based on information from the new student admissions brochure of Institut Widya Pratama (formerly STMIK Widya Pratama) for the 2024-2025 academic year. The data was arranged in JSON format, including three elements: question structure, classification, and answers. Data pre-processing steps included text normalization, label encoding, vectorization, and word embedding. The Naïve Bayes algorithm was chosen to train the model because of its ability to predict responses from discrete data. The test results showed that this algorithm achieved an accuracy level of 88%, surpassing the performance of the K-Neighbors-Classifier algorithm. The resulting model was implemented in a desktop-based chatbot application that was run via the command prompt, using the Python programming language and several libraries such as pickle, string, and numpy. This application is able to provide answers to user questions by accessing the model stored in the *.pkl file. The results of the study show that the Naïve Bayes algorithm is effective in predicting user questions, with sufficient accuracy for a new student admissions chatbot application.
PENATALAKSANAAN HOLISTIK PASIEN PADA PEREMPUAN USIA 25 TAHUN DENGAN ASMA PERSITEN RINGAN BERBASIS LAYANAN KEDOKTERAN KELUARGA DI WILAYAH KERJA PUSKESMAS KEDATON Sari, Zada Amalia Agatha; Susanto, Eko Budi
Medula Vol 15 No 2 (2025): Medula
Publisher : CV. Jasa Sukses Abadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53089/medula.v15i2.1613

Abstract

Asthma is a heterogeneous disease, characterized by chronic inflammation of the airways characterized by a history of respiratory symptoms such as wheezing, shortness of breath, chest tightness, and coughing that vary in time and intensity, accompanied by variations in expiratory airflow obstruction. The purpose of this study is to apply a holistic and comprehensive family medicine approach in detecting internal and external risk factors and solving problems based on Evidence Based Medicine which is a family approach, patient-centered, community oriented. This research method uses a descriptive study of case reports. Primary data were obtained through autoanamnesis, physical examination, and home visits to patients. Secondary data were obtained from patient medical records at the Kedaton Health Center. The assessment was carried out based on a holistic diagnosis from the beginning, process, and end of the study quantitatively and qualitatively. The results obtained were that patient Ms. S, 25 years old, diagnosed with mild persistent asthma was managed comprehensively, namely given medication in the form of bronchodilators and inhalers and carried out interventions using poster media and showing asthma exercise videos. The evaluation showed that the results were in the form of improved patient complaints, increased understanding of the disease as evidenced by a comparison of pre- and post-test values, and increased family support. The conclusion obtained was that the application of a family doctor approach was needed for holistic and comprehensive management of patients with mild persistent asthma to detect internal and external risk factors in order to support the success of therapy and improve the patient's quality of life.
Protecting Batik Customers and the Existence of Pekalongan Original Batik by Augmented Reality Technology Based on Cloud Computingin Batik Label Christianto, Paminto Agung; Eko Budi Susanto; Ichwan Kurniawan
International Journal of Islamic Business and Economics (IJIBEC) Vol 1 No 1 (2017): Volume 1 Nomor 1 Tahun 2017
Publisher : Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28918/ijibec.v1i1.896

Abstract

The wrong assumption stating batik printed textilebatik issimilar withoriginal batik bears a loss for batik producers, because customers tend to buy printed textilewhich are cheaper than originalones (”tulis”, ”cap” or ”combination” batik). The misperception used by some batik enterpreneurs who mentioned that products he sold arekinds of original batik, although theyare printed textile. It disrupts the existence of Pekalongan traditional batikas well andmany customers experience losses. This research is an effort to support Indonesian government in maintaining batik as an Indonesian cultural heritage, and Pekalongan city government in maintaining the existence of ”World's city of Batik” byissuing Regional Regulation No. 6 of 2014 Pekalongan about the use of Pekalongan batik label. Through the use of augmented reality technologybased on cloud computing, it will create a ”Batik Pekalongan” label which provides information about the authenticity of Pekalongan batik products through smartphones access, and convenience for Pekalongan city government or Pekalongan ASEPHI in supervising the use of the label. Therefore, it will not be misused by unscrupulous batik entrpreneurs.
Application of TOEH Framework to Analyze Readiness for Adoption of Information Technology in Institutions in Central Java Agung Christianto , Paminto; Susanto, Eko Budi
Computing and Information System Journal Vol. 1 No. 2 (2025): Integration of Automation and Information Systems in Enhancing Organizational C
Publisher : IndoCompt Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Digital transformation in the public sector requires organizational readiness to adopt information technology (IT) effectively. This study aims to analyze the factors that influence IT adoption readiness in agencies in Central Java using the TOEH (Technology, Organization, Environment, Human Resources) framework approach. Data collection was conducted through a survey of 102 respondents representing employees of related agencies, with a purposive sampling technique and a Likert scale questionnaire instrument. The results of the validity test showed that all instrument items were valid, and the reliability test showed that the Technology variable (α = 0.899) was the most reliable compared to Organization (0.659), HR (0.587), and Environment (0.485). The findings showed that aspects of system security, managerial support, government policy, and HR competence were key factors in IT adoption readiness. This study emphasizes the importance of synergy between internal and external elements of the organization in supporting public sector digital transformation.  
Pengujian Black Box dengan Teknik Equivalence Partitioning pada Aplikasi Monitoring Pemberian Obat Filariasis Berbasis Android Maulana, Mohammad Reza; Eko Budi Susanto; Paminto Agung Christianto
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 4 No. 4 (2024): Februari 2024
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v4i4.1603

Abstract

The application of information technology in various sectors, including the health sector, has become a necessity. Dinas Kesehatan (Dinkes) of Pekalongan City uses information technology to support the Pekalongan City Government's vision as a Smart City. One of the main focuses of the Health Department is treating elephantiasis (filariasis). Even though we have implemented a Mass Preventive Medication (Pemberian Obat Pencegahan secara Massal – POPM) program, the mycorrhiza filarial (MF) rate is still above 1%, requiring additional POPM. One of the problems is the monitoring of drug administration by Tenaga Pelaksana Eliminasi (TPE) officers which is not optimal. Therefore, a monitoring mechanism is needed, implemented through an online-based executive dashboard. The data and graphs on the dashboard come from an Android-based recording application installed on the TPE officer's smartphone. Android applications need to be tested to minimize errors or bugs which can be tested using the Black Box method. This research aims to test the system in terms of providing input and output without knowing the details of the code. One technique that can be used in Black Box testing is the Equivalence Partitioning technique, which divides the input into valid and invalid partitions to ensure the results match the test case. The research stages involve determining use cases, criteria, test partitions, creating test data, and test case design. Testing is carried out through test cases that test the login process, inputting drug data, and sending photos as proof of drug consumption. The results show that by testing the seven test cases, the system can be used properly according to the expected scenario. Some recommendations for improvements that are needed are adjustments to the output message to users. In general, the application for monitoring filariasis drug administration has functioned well, under the application design. Evaluation produces recommendations for improvements to improve user experience. This research can become a basis for further development, including thorough testing of the application.
Penerapan Library AR.js pada Aplikasi e-Label Batik untuk Mendukung Kejelasan dan Kecepatan Tampilnya Informasi Keaslian Batik Christianto, Paminto Agung; Restyandito, Restyandito; Susanto, Eko Budi; Maulana, Moh. Reza
Jurnal Teknologi Informasi dan Ilmu Komputer Vol 6 No 3: Juni 2019
Publisher : Fakultas Ilmu Komputer, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1881.786 KB) | DOI: 10.25126/jtiik.201963985

Abstract

Industri batik printing memproduksi tekstil bermotif batik dengan cara menduplikasinya melalui mesin-mesin printing, sehingga proses pengerjaannya bisa lebih cepat serta harga jual yang lebih murah dan ini memberikan ancaman bagi perkembangan batik asli. Ditambah lagi ketidaktahuan masyarakat dalam membedakan antara batik asli dan produk tekstil bermotif batik, telah menyebabkan masyarakat rentan dengan upaya penipuan oknum penjual batik dan memunculkan kecenderungan membeli produk tekstil bermotif batik yang harganya lebih murah. Untuk itu, diperlukan suatu alat bantu berupa aplikasi yang dapat digunakan oleh masyarakat untuk mengenali keaslian batik, sekaligus sebagai media belajar tentang berbagai hal terkait batik asli. Dari hasil diskusi dengan para penjual batik, diharapkan aplikasi tersebut mampu menampilkan informasi keaslian batik yang mudah dibaca serta memiliki kecepatan tampil yang stabil, walau diambil dari jarak pindai yang berbeda serta sudut kemiringan yang berbeda, sehingga dalam penelitian ini, diputuskan untuk menggunakan library AR.js dalam aplikasi e-label batik.Abstract The batik printing industry produces batik-patterned textiles by duplicating them through printing machines, thus the process may be faster and the selling price is cheaper, and this poses a threat to the development of original batik. The ignorance of the community in distinguishing between original batik and textile products with batik motifs, has caused the community to be vulnerable to fraudulent attempts from the sellers of batik and led to the tendency to buy batik-patterned textile products at a lower price. Hence, needed a tool in the form of applications that can be used by the public to recognize the authenticity of batik, as well as a medium of learning about various things related to original batik.  The discussions with batik sellers resulted that the application is expected to be able to display the authenticity information on batik that is easy to read and has a stable speed in displaying messages, even though taken from different scan distances and different slope angles, thus in this study, it was decided to use the library. AR.js in the e-label batik application.
Closed Beta Testing on Filariasis Treatment Monitoring Applications Eko Budi Susanto; Paminto Agung Christianto; Mohammad Reza Maulana; Nur Fadhilah
International Journal of Information Technology and Business Vol. 5 No. 2 (2023): April : International Journal of Information Technology and Business
Publisher : Universitas Kristen Satya Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24246/ijiteb.522023.06-11

Abstract

Monitoring applications for filariasis treatment have been developed to overcome the problem of elephantiasis or filariasis, one of which is the lack of monitoring during the distribution of elephantiasis medicines. One of the stages of application development is testing. Testing is conducted to ensure the application is ready to be implemented. In this study, closed beta testing was conducted to determine the feasibility of the application. The results of the validity test and reliability test showed that the results obtained were that all items on the questionnaire were declared valid and reliable. While the results of the feasibility test on the questionnaire results stated that the application was very feasible to be implemented.
PENERAPAN FRAMEWORK CODEIGNITER DAN LIBRARY ION AUTH PADA SISTEM INFORMASI MONITORING PENERIMA BEASISWA Susanto, Eko Budi; Maulana, Mohammad Reza; Christianto, Paminto Agung
IC Tech: Majalah Ilmiah Vol 13 No 2 (2018): IC Tech: Majalah Ilmiah Volume XIII No. 2 Oktober 2018
Publisher : P3M Institut Widya Pratama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47775/ictech.v13i2.39

Abstract

Pemberian beasiswa merupakan peran pemerintah dalam menjamin hak setiap peserta didik dalam mendapatkan pendidikan yang berkualitas, namun perlu dipastikan bahwa pemberian beasiswa tersebut tepat sasaran dan memberikan dampak positif terhadap kegiatan akademik siswa yang bersangkutan, sehingga sangat diperlukan kegiatan monitoring bagi penerima beasiswa. Kegiatan ini sebagai bahan evaluasi terhadap pencapaian penerima beasiswa serta untuk pemberian beasiswa selanjutnya. Untuk itu, dalam penelitian ini akan dibangun sistem informasi monitoring penerima beasiswa yang menerapkan framework codeigniter dan library ion auth sebagai autentifikasi pada aplikasi tersebut. Pada hasil pengujian yang telah dilakukan dihasilkan bahwa sistem dapat berjalan dengan baik, sesuai dengan yang diharapkan.
E-SAMPAH SEBAGAI MEDIA ALTERNATIF DALAM MENGELOLA SAMPAH DAUR ULANG Maulana, Mohammad Reza; Susanto, Eko Budi; Christianto, Paminto Agung
IC Tech: Majalah Ilmiah Vol 14 No 2 (2019): IC Tech: Majalah Ilmiah Volume XIV No. 2 Oktober 2019
Publisher : P3M Institut Widya Pratama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47775/ictech.v14i2.60

Abstract

Pengelolaan sampah yang konvensioal menjadi kendala bagi pengelola dalam mengelola sampah. Penerapan teknologi informasi dalam mengelola sampah juga akan membuka peluang bagi kelompok/komunitas yang ada, seperti: karang taruna, kelompok pengajian, kelompok arisan, kelompok remaja masjid, dan lain-lain, untuk ikut berperan mengelola sampah dan mendapatkan penghasilan tambahan yang dapat dimanfaatkan untuk mendukung pendanaan berbagai kegiatan yang diprogramkan oleh kelompok/komunitas tersebut. Pencatatan saldo secara tertulis menjadikan kendala bagi pengelola bank sampah karena sering terjadi kesalahan pencataan, adanya duplikasi data, serta kesulitan untuk merekap laporan. Warga yang akan menukarkan sampah juga mengalami kerepotan, karena setiap kali akan menukarkan sampah harus mendatangi sekretariat. Untuk itu pada penelitian ini akan dibangun aplikasi e-sampah yang menerapkan library Restfull untuk framework CodeIgneter. Langkah-langkah dalam membangun aplikasi tersebut antara lain: pengumpulan data, tahap analisis, tahap desain, tahap pembangunan sistem, dan tahap pengujian sistem. Pengujian dilakukan dengan pengujian validasi untuk memastikan semua unit dari kode program dapat berjalan dengan baik. Hasil pengujian dinyatakan bahawa aplikasi dapat berfungsi sesuai dengan kebutuhan fungsionalitas dan non-fungsionalitas sistem
ANALISA PERFORMA WEBSITE PEMERINTAH KABUPATEN BATANG Reza Maulana, Mohammad; Budi Susanto, Eko; Wahyu Binabar, Sattriedi
IC Tech: Majalah Ilmiah Vol 15 No 1 (2020): IC Tech: Majalah Ilmiah Volume XV No. 1 April 2020
Publisher : P3M Institut Widya Pratama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47775/ictech.v15i1.97

Abstract

Pemerintah Kabupaten Batang memiliki website yang menginformasi tata kelola pemerintahan, pelayanan kepada masyarakat, informasi tentang perangkat daerah. Hal ini sejalan dengan misi Pemerintah Kabupaten Batang dalam meningkatkan kualitas pelayanan publik berbasis E-Government. Untuk mendukung pelayanan publik berbasis e-Government diperlukan kualitas website yang baik. Website yang baik harus dapat diakses dengan mudah dengan waktu yang cepat. Beberapa alat yang dapat diterapkan untuk mengetahui kualitas website antara lain: GTMetrix, PageSpeed Insights, dan Webpagetest. Pada penelitian ini akan dilakukan pengujian menggunakan ketiga alat tersebut untuk mengetahui kualitas website dari Pemerintah Kabupaten Batang. Tahapan yang dilakukan pada penelitian ini: (1) Pengumpulan Data dan Persiapan, (2) Penentuan Alat dan Variabel Pengujian, (3) Pengujian Performa Website, dan (4) Analisa Data Performa Website. Hasil pengujian pada penelitan ini yaitu: website perlu dilakukan optimalisasi pada bagian pemadatan ukuran gambar, perbaikan pada format gambar yang memberikan kompresi lebih baik, dan pengaturan gambar dari sisi programming. Kata kunci: Pemerintah Kabupaten Batang, eGovernment, Pengujian Web