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Register: Jurnal Ilmiah Teknologi Sistem Informasi
Published by Universitas Pesantren Tinggi Darul ulum
ISSN : 25030477     EISSN : 25023357     DOI : https://doi.org/10.26594/register
Core Subject : Science,
Computer Science & IT
Register: Scientific Journals of Information System Technology is an international, peer-reviewed journal that publishes the latest research results in Information and Communication Technology (ICT). The journal covers a wide range of topics, including Enterprise Systems, Information Systems Management, Data Acquisition and Information Dissemination, Data Engineering and Business Intelligence, and IT Infrastructure and Security. The journal has been indexed on Scopus (reputated international indexed) and accredited with grade “SINTA 1” by the Director Decree (1438/E5/DT.05.00/2024) as a recognition of its excellent quality in management and publication for international indexed journal.
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Articles 219 Documents
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Upaya Peningkatan Pelayanan Administrasi Kependudukan Menggunakan Teknologi Informasi: Rancang Bangun Sistem Informasi di Desa Sumbermulyo Kecamatan Jogoroto Kabupaten Jombang Widya, Moh. Anshori Aris; Agustiawan, Yosi; Fibrian, Ivan Dwi; Muttaqin, Zainal
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 2, No 2 (2016): July
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v2i2.547

Abstract

 Desa adalah unit terkecil pemerintahan yang secara hukum diakui oleh pemerintah Indonesia. Salah satu tugas pemerintahan desa adalah memberikan pelayanan administrasi kepada penduduknya. Akan tetapi, pelayanan ini masih belum sesuai dengan harapan masyarakat karena aparat desa masih menggunakan cara manual untuk mengolah data. Penelitian ini berupaya untuk mencari solusi untuk meningkatkan pelayanan administrasi di Desa Sumbermulyo, khususnya masalah kependudukan. Dari hasil penelitian, Desa Sumbermulyo membutuhkan sistem informasi untuk mempermudah pengolahan data kependukan. Untuk itu sebuah sistem administrasi kependudukan dibuat dengan menggunakan bahasa pemprograman Microsoft Visual Basic.Net 2008 dan sistem manajemen basis data MySQL untuk pengolahan datanya. Perangkat lunak ini mampu menghasilkan aplikasi berbasis grafis dan berjalan di sistem operasi Windows. Oleh karena itu, sistem informasi diharapkan akan mudah untuk diterapkan dan digunakan oleh aparat desa.   A Village as the smallest unit of authority which is legally recognized by Indonesian government obligated to serve its citizens. Unfortunately, public administrasion, especially demographic data, in Desa Sumbermulyo is very poor since its officers remain use manual procedure in daily services. This research found that Desa Sumbermulyo requires improving its services through information sytem implementation. Microsoft Visual Basic.Net 2008 and MySQL software can be utilized to create public administration information sistem. These software are be able to produce an application based on graphical user interface (GUI) and run in Windows operating sistem. Therefore, that information sistem will be simple to implement as well as simple to use.
Evaluasi tingkat kebergunaan aplikasi Administrasi Penduduk menggunakan teknik System Usability Scale Ependi, Usman; Putra, Ade; Panjaitan, Febriyanti
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 5, No 1 (2019): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v5i1.1412

Abstract

Kebergunaan (usability) adalah salah satu faktor penting dalam sebuah aplikasi. Saat ini, Dinas Pemberdayaan Masyarakat Desa (PMD) Kabupaten Ogan Ilir telah menyediakan aplikasi administrasi penduduk desa sebagai usaha untuk mencapai tertib administrasi, terutama berkaitan dengan data penduduk. Untuk itu, penelitian ini mengusulkan evaluasi tingkat kebergunaan aplikasi dengan teknik System Usability Scale untuk melihat kelayakan aplikasi yang disediakan untuk digunakan. System usability scale memiliki sepuluh pernyataan sebagai instrumen evaluasi dan tiga indikator penilaian, yaitu acceptability, grade scale, dan adjective rating. Masing-masing pernyataan menjadi indikator untuk melihat tingkat kebergunaan aplikasi. Hasil evaluasi menunjukkan bahwa mayoritas responden dapat memanfaatkan aplikasi dengan baik yang dibuktikan dari nilai rerata setiap pernyataan > 3. Selain itu, aplikasi administrasi penduduk desa juga dapat dikategorikan sebagai excellent serta berada pada grade B dengan nilai akhir 88,5.  Usability is one of the most important factors of an application. Currently, the PMD Office of Ogan Ilir District has provided villages with administrative applications as an effort to achieve administration order and boost its effectiveness while analyzing population data. This research evaluates the usability and feasibility levels of applications using the scale system technique. This consists of ten statements as an evaluation instrument with acceptability, grade scale, and adjective rating used as test indicators. The evaluation results shows, that majority of respondents argue that the application is easily proven from the mean score of each statement > 3. In addition, the village administration application is in very good category and it is in grade B with a final score of 88.5.
Regresi linier berbasis clustering untuk deteksi dan estimasi halangan pada smart wheelchair Adikara, Putra Pandu; Wihandika, Randy Cahya; Utaminingrum, Fitri; Sari, Yuita Arum; Fauzi, M Ali; Syauqy, Dahnial; Maulana, Rizal
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 3, No 1 (2017): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v3i1.587

Abstract

 Penelitian ini bertujuan untuk mengusulkan sebuah pendekatan dalam mendeteksi halangan dan memperkirakan jarak halangan untuk diterapkan pada kursi roda pintar (smart wheelchair) yang dilengkapi kamera dan line laser. Kamera menangkap sinar line laser yang jatuh di depan kursi roda untuk mengenali adanya halangan pada lintasan berdasarkan bentuk citra line laser tersebut. Estimasi jarak halangan dihitung dari hasil Regresi Linier. Metode Regresi Linier yang digunakan dalam penelitian ini adalah model bertingkat dengan k-Means clustering. Metode Regresi Linier model bertingkat digunakan untuk merepresentasikan korelasi antara jarak line laser pada citra dan jarak halangan secara aktual. Hasil metode Regresi Linier model bertingkat dengan k-Means clustering yang diujicobakan memberikan hasil yang lebih baik dengan RMSE sebesar 3.541 cm dibanding dengan Regresi Liner sederhana dengan RMSE sebesar 5.367 cm.   This research aim to propose a new approach to detect obstacles and to estimate the distance of the obstacle which is in this case applied to smart wheelchair equipped with camera and line laser. The camera capture the image of line laser reflected in front of the wheelchair to detect any existing obstacle on the wheelchair’s pathway based on the line shape of reflected line laser. Obstacle’s distance is estimated using Linier Regression. Linier Regression method used in this research is stepwise model using k-Means clustering. Linear Regression method with stepwise model will be used to represent the correlation between the distance of the line laser in the image and the actual distance of the obstacle in real world. The result of Linear Regression with stepwise model using k-Means clustering gave better result with RMSE of 3.541 cm than simple Linear Regression with RMSE of 5.367 cm.
Analisis perbandingan wireless network standard 802.11a dan 802.11p berdasarkan protokol dynamic source routing di lingkungan vehicular ad hoc networks Yusuf, Muhammad; Anggoro, Radityo
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 3, No 2 (2017): July
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v3i2.1040

Abstract

Routing pada Vehicular Ad Hoc Network (VANET) merupakan kasus yang unik karena tingginya perubahan jaringannya. VANET sendiri juga digolongkan dalam Mobile Ad Hoc Network (MANET), sehingga protokol-protokol routing yang ada pada MANET dapat juga dipakai pada VANET. Pemilihan protokol routing menjadi salah satu aspek yang cukup penting. Oleh karena itu, penelitian ini akan melakukan evaluasi seberapa kuatnya protokol Dynamic Source Routing (DSR) dalam menghadapi berbagai skenario VANET yang memiliki kepadatan bervariasi di dalam lalu lintas perkotaan. Digunakan protokol 802.11p dalam ruang lingkup lalu lintas perkotaan yang didapat dari SUMo simulator, dan dianalisa menggunakan NS-2. Pemilihan 802.11p juga dipilih dari hasil perbandingan antara 802.11p dan 802.11a pada ruang lingkup lalu lintas yang berbentuk grid yang didapat juga dari simulator yang sama. Dari hasil analisa menunjukkan bahwa 802.11p memiliki performa yang lebih bagus dan bervariasi terhadap kepadatan-kepadatan yang telah ditentukan.  Routing on Vehicular Ad Hoc Network (VANET) is a unique case due to the high network changes. VANET itself is also classified in Mobile Ad Hoc Network (MANET), so the MANET routing protocols can also be used on VANET. Selection of routing protocols becomes one of the most important aspects. Therefore, this study will evaluate how strong the Dynamic Source Routing (DSR) protocol in dealing with various VANET scenarios that have varied densities in urban traffic. This research is using an 802.11p protocol that obtained from SUMO simulator and then analyzed by NS-2. The 802.11p protocol was selected based on the result of performance comparison between 802.11p and 802.11a on some grid-shaped traffic scenarios. The results show that 802.11p has better performance and more robust than 802.11a while using predefined densities. 
Analysis of e-learning readiness level of public and private universities in Central Java, Indonesia Saintika, Yudha; Astiti, Sarah; Kusuma, Dwi Januarita Ardianing; Muhammad, Arif Wirawan
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 7, No 1 (2021): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v7i1.2042

Abstract

The development of information technology has reached into various fields, such as education. The emergence of e-learning is one manifestation of information and communication technology (ICT) in education. Until recently, only a few universities (6%) have implemented e-learning in Indonesia. Those that have implemented e-learning are still not optimally utilized. Some experts have also warned all organizations that will adopt e-learning to be concerned with thorough preparation to avoid overruns in costs. There is a method that consists of factors to measure the level of readiness of tertiary institutions towards the implementation of e-learning. The level of readiness is obtained through the distribution of questionnaires using 5 Likert scales. This research proposed a framework that produces four factors from the university, which covers the lecturer’s characteristics, e-learning facilities, learning environment, learning management, and four factors from the student’s side, namely, self-learning, motivation, learner’s control, student’s characteristic. The measurement results show the level of readiness for e-learning implementation in tertiary institutions in Central Java Province reaches level 3 or ready but needs a few improvements. Improvements that must be made includes (1) Designing exciting learning content through interactive multimedia; (2) Increasing the frequency of e-workshops or e-training related to technological developments, especially to e-learning; (3) encouraging students to be more active in discussions and giving opinions; (4) Developing plans related to infrastructure such as servers related to their capacities; (5) strengthening the role of IT units in serving e-learning users.
Rancang Bangun Sistem Pakar Untuk Mendiagnosis Gangguan Kepribadian Histerik Menggunakan Metode Certainty Factor Oktavia, Tri Nur; Satyareni, Diema Hernyka; Jannah, Erliyah Nurul
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 1, No 1 (2015): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v1i1.402

Abstract

Gangguan kepribadian histerik atau yang biasa dikenal dengan gangguan kepribadian histrionik merupakan gangguan kepribadian dengan karakter emosi yang meluap-luap, termasuk keinginan berlebihan untuk mendapatkan pujian. Penderita gangguan kepribadian histerik mempunyai tingkah laku yang dramatik dan bereaksi terhadap sesuatu secara berlebihan, serta selalu ingin diperhatikan. Banyak orang yang mengalami gangguan ini, terutama kalangan remaja. Namun sebagian besar dari penderita gangguan ini kurang menyadari kondisinya dan menolak untuk melakukan konsultasi ke psikolog atau psikiater. Oleh sebab itu, dibutuhkan suatu sistem pakar yang dapat membantu untuk mendiagnosis secara mandiri gangguan kepribadian histerik dan mampu memberikan solusi penanganan yang tepat. Sistem tersebut dibangun dengan menggunakan metode waterfall dan metode certainty factor sebagai metode kepakarannya. Hasil dari penelitian ini adalah sistem pakar berbasis web untuk mendiagnosis tingkat gangguan kepribadian histerik. Sistem akan menampilkan nilai kepastian dan tingkat gangguan kepribadian histerik yang dialami pengguna, serta solusi penanganannya. Uji hasil kepakaran dilakukan dengan cara membandingkan hasil diagnosis dari sistem dengan hasil diagnosis dari pakar. Hasil uji kepakaran menunjukkan bahwa hasil diagnosis sistem sudah mendekati kebenaran dari diagnosis seorang pakar. Nilai prosentase sistem sebesar 83,01% dan nilai prosentase pakar sebesar 83,3%. Dengan adanya sistem pakar ini, masyarakat umum dapat melakukan diagnosis mandiri untuk mengetahui tingkat gangguan kepribadian histerik yang dialami serta penanganannya dengan mudah tanpa harus datang ke psikolog.
Penerapan metode Promethee dalam evaluasi kinerja penyuluh pertanian pada Unit Pelaksana Teknis Balai Penyuluh Pertanian Suranti, Dewi
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 5, No 1 (2019): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v5i1.1271

Abstract

Unit Pelaksana Teknis Balai Penyuluhan Pertanian (UPT BPP) Sukaraja berupaya untuk meningkatkan kinerja penyuluh pertanian guna meningkatkan kualitas penyuluh, sebab kinerja yang negatif akan membawa perubahan tidak baik terhadap peningkatan hasil pertanian di wilayah binaan UPT BPP Sukaraja. Evaluasi kinerja penyuluh di UPT BPP Sukaraja dilaksanakan setiap tiga bulan dan enam bulan sekali. Selama ini, evaluasi dilakukan secara manual, sehingga kegiatan evaluasi tidak dapat dilaksanakan dengan tepat waktu karena terkendala tenaga kerja yang tidak memadai. Model yang digunakan dalam kajian evaluasi kinerja penyuluh pertanian ini menggunakan motede Promethee (Preference Ranking Organizational Method for Enrichment Evaluation). Metode Promethee dilakukan pertama kali dengan menentukan bobot kualitatif alternatif dari setiap kriteria, menentukan tipe fungsi preferensi, menghitung nilai preferensi antar alternatif, menghitung index preferensi, kemudian menghitung nilai leaving flow, entering flow, dan net flow. Hasil penerapan metode ini menghasilkan komposisi rangking atau peringkat penyuluh pertanian yang baik, yaitu penyuluh dengan inisial Sd dengan nilai net flow 1,31106 dan yang membutuhkan pembinaan adalah penyuluh dengan inisial Sj dan Dm dengan nilai net flow -0,81665 dan -0,51111.  Technical Implementation Unit of the Agricultural Extension Center (UPT BPP) Sukaraja supports to improve the performance of extension agents in order to improve the quality of extension agents, because negative performance will bring changes in bad changes to the increase in agricultural yields in the target areas of UPT BPP Sukaraja. The performance evaluation of instructors at UPT BPP Sukaraja is conducted every three months and every six months. So far, evaluations have been carried out manually, so that evaluation activities cannot be carried out in a timely manner because of constraints on inadequate labor. In order to evaluate instructor's performance, a model namely Promethe (Preference Ranking Organizational Method for Enrichment Evaluation) was used. It was started with identifying certain alternatives and types of preferences function, followed by determining preferences value between alternatives. Afterwards, preferences index, leaving and entering value, and net flows should be calculated. The method produces good ranks of agricultural instructors, with initials Sd and a net flow value of 1.31106. Furthermore, it produces extension agents on initials Sj and Dm with Net flow values of -0.81665 and -0.51111.
Software similarity measurements using UML diagrams: A systematic literature review Triandini, Evi; Fauzan, Reza; Siahaan, Daniel O.; Rochimah, Siti; Suardika, I Gede; Karolita, Devi
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 8, No 1 (2022): In progress (January)
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v8i1.2248

Abstract

Every piece of software uses a model to derive its operational, auxiliary, and functional procedures. Unified Modeling Language (UML) is a standard displaying language for determining, recording, and building a software product. Several algorithms have been used by researchers to measure similarities between UML artifacts. However, there no literature studies have considered measurements of UML diagram similarities. This paper presents the results of a systematic literature review concerning similarity measurements between the UML diagrams of different software products. The study reviews and identifies similarity measurements of UML artifacts, with class diagram, sequence diagram, statechart diagram, and use case diagram being UML diagrams that are widely used as research objects for measuring similarity. Measuring similarity enables resolution of the problem domains of software reuse, similarity measurement, and clone detection. The instruments used to measure similarity are semantic and structural similarity. The findings indicate opportunities for future research regarding calculating other UML diagrams, compiling calculation information for each diagram, adapting semantic and structural similarity calculation methods, determining the best weight for each item in the diagram, testing novel proposed methods, and building or finding good datasets for use as testing material.
Prediction of Increasing Production Activities using Combination of Query Aggregation on Complex Events Processing and Neural Network Arwan, Achmad
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 2, No 2 (2016): July
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v2i2.550

Abstract

Produksi, order, penjualan, dan pengiriman adalah serangkaian event yang saling terkait dalam industri manufaktur. Selanjutnya hasil dari event tersebut dicatat dalam event log. Complex Event Processing adalah metode yang digunakan untuk menganalisis apakah terdapat pola kombinasi peristiwa tertentu (peluang/ancaman) yang terjadi pada sebuah sistem, sehingga dapat ditangani secara cepat dan tepat. Jaringan saraf tiruan adalah metode yang digunakan untuk mengklasifikasi data peningkatan proses produksi. Hasil pencatatan rangkaian proses yang menyebabkan peningkatan produksi digunakan sebagai data latih untuk mendapatkan fungsi aktivasi dari jaringan saraf tiruan. Penjumlahan hasil catatan event log dimasukkan ke input jaringan saraf tiruan untuk perhitungan nilai aktivasi. Ketika nilai aktivasi lebih dari batas yang ditentukan, maka sistem mengeluarkan sinyal untuk meningkatkan produksi, jika tidak, sistem tetap memantau kejadian. Hasil percobaan menunjukkan bahwa akurasi dari metode ini adalah 77% dari 39 rangkaian aliran event.Kata kunci: complex event processing, event, jaringan saraf tiruan, prediksi peningkatan produksi, proses.  Productions, orders, sales, and shipments are series of interrelated events within manufacturing industry. Further these events were recorded in the event log. Complex event processing is a method that used to analyze whether there are patterns of combinations of certain events (opportunities / threats) that occur in a system, so it can be addressed quickly and appropriately. Artificial neural network is a method that we used to classify production increase activities. The series of events that cause the increase of the production used as a dataset to train the weight of neural network which result activation value. An aggregate stream of events inserted into the neural network input to compute the value of activation. When the value is over a certain threshold (the activation value results from training process), the system will issue a signal to increase production, otherwise system will keep monitor the events. Experiment result shows that the accuracy of this method is 77% for 39 series of event streams.Keywords: complex event processing, event, neural networks, process, production increase prediction.
Butterfly identification using gray level co-occurrence matrix (glcm) extraction feature and k-nearest neighbor (knn) classification Andrian, Rico; Maharani, Devi; Muhammad, Meizano Ardhi; Junaidi, Akmal
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 6, No 1 (2020): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v6i1.1602

Abstract

Gita Persada Butterfly Park is the only breeding of engineered in situ butterflies in Indonesia. It is located in Lampung and has approximately 211 species of breeding butterflies. Each species of Butterflies has a different texture on its wings. The Limited ability of the human eye to distinguishing typical textures on butterfly species is the reason for conducting a research on butterfly identification based on pattern recognition. The dataset consists of 600 images of butterfly’s upper wing from six species: Centhosia penthesilea, Papilio memnon, Papilio nephelus, Pachliopta aristolochiae, Papilio peranthus and Troides helena. The pre-processing stage is conducted using scaling, segmentation and grayscale methods. The GLCM method is used to recognize the characteristics of butterfly images using pixel distance  and Angular direction 0o, 45o, 90o and 135o. The features used is angular second moment, contrast, homogeneity and correlation. KNN classification method in this study uses k values1, 3, 5, 7, 9, 11, 13, 15, 17, 19, 21 and 23 based on the Rule of Thumb. The result of this study indicate that Centhosia penthesilea and Papilio nephelus classes can be classified properly compared to the other 4 classes and require a classification time of 2 seconds at each angular orientation. The highest accuracy is 91.1% with a value of  in the angle of 90o and error rate8.9%. Classification error occured because the value of the test data features is more dominant with the value of the training image features in different classes than the supposed class.  Another reason is because of imperfect test data.

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