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All Journal Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer @is The Best [Accounting Information System & Information Technology Business Enterprise] Jurnal Sistem Informasi, Teknologi Informasi, dan Edukasi Sistem Informasi (JUST-SI)
Nanang Yudi Setiawan
Fakultas Ilmu Komputer, Universitas Brawijaya
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering

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Analisis Metode Fuzzy C-Means dengan Model LRFM terhadap Segmentasi Pelanggan pada Toko Butik (Studi Kasus: Diva Collection Kota Cilegon) Adityo Dwirahmawan; Nanang Yudi Setiawan; Djoko Pramono
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 12 (2021): Desember 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Diva Collection boutique shop is a boutique store that sells various types of women's clothing that was established in 2019 in Cilegon City. The store still has not implemented a Customer Relationship Management strategy by providing different services to each customer, so that the boutique treats each customer the same. Therefore, customer segmentation is needed to find out how the nature or characteristics of customers with certain similarities are. This is useful for finding information about profitable customers. Observed customer behavior is from the LRFM process. Length (difference between the last transaction and the beginning), Recency (difference between purchase dan research), Frequency (the amount of purchase), and Monetary (total consumer spending). The clustering method used is C-Means to segment customers. The results of the K-Means and Silhoutte graphs are used to determine the optimal number of clusters before clustering. The data used is data for the period August 2019 to December 2019 as many as 560 customer transaction data. the number of groups produced is 2 segments and 3 segments. Group 2 is the most optimal group, this is based on a ranking based on the highest F, M, L values and the lowest R. The Dashboard visualization of the grouping results is described in the form of diagrams and graphs. There are 3 pages that display information on the results of grouping and are given to the Diva Collection Boutique Store for testing. The average result obtained from 3 respondents is 72.5. This value is classified as good, where the Diva Collection Boutique can receive the results of the Dashboard visualization..
Evaluasi dan Perbaikan Proses Bisnis Pembacaan Meter Pascabayar di PT PLN (Persero) UP3 Malang Muhammad Indra Firdaus; Ismiarta Aknuranda; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 12 (2021): Desember 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

PT PLN (Persero) UP3 Malang is one of the PLN business units which has the obligation to serve prospective customers and the public related to the sale of electricity. Postpaid meter reading is one of the important business processes at PT PLN (Persero) UP3 Malang. There are several problems that occur in the postpaid meter reading business process, including errors when inputting data, customers included in incorrect meter reading route, errors in meter reading, and difficulties in taking meter readings because the house is closed or the fence is locked which results in losses for PLN because they do not get accurate calculation results. Therefore, it is necessary to evaluate the postpaid meter reading business process to assess whether the postpaid meter reading business process is appropriate with performance indicators in the postpaid meter reading business. To evaluate the business process, the root cause of the problem in the postpaid meter reading business process was identified using the 3 x 5 Whys technique. After that, for problematic activities, recommendations are given using the 12 streamlining tools contained in the Business Process Improvement (BPI) method. The recommended business process is then simulated and compared with the current business process to see the average time. The simulation results show that there is a decrease in the average time of 4 hours 8 minutes 18 seconds or 3.26% so it can be said that improvements in postpaid meter reading business process can solve the problems contained in the business process.
Analisis Penggunaan Model Regresi untuk Prediksi Penjualan Spare Part pada AHASS Nur Andhita Grogol Hilmi Rezkian Aziz Dama; Ahmad Afif Supianto; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 12 (2021): Desember 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

AHASS Nur Andhita Grogol is one of officially honda's Workshop that located on Nur Andhita Grogol street Depok. so that AHASS can still serve a good service, AHASS need an available spare part stock. however spare part stok usually is not available. while spare part delivery from subsidiary take one to two days. this condition causes provision of service, on AHASS Nur Andhita Grogol is not maximum. therefore to maximalize the provision of service, AHASS need a prediction of spare part sales so that AHASS can make a decision to provide spare part stock in the future. predictions are made on the three most sold spare parts, those are SPX2 Oil, Fluid Injection, and Scooter gear Oil. prediction model were used is polynomial regression third order using data of spare part that sold in maret 2020 until november 2020. prediction on SPX2 Oil generate RMSE value 20.81, on Fluid injection 49,99, and on Scooter gear oil 16.93. prediction results visualized at dashboard form using google data studio platform and usability tested using system usability scale(SUS) which produces a value of 75.00 which is included in the Acceptable category with a rating of "Good".
Pengaruh Information Overload terhadap Perilaku Penghentian Penggunaan pada Social Networking Service (SNS) Ayu Pramadita Dewi; Diah Priharsari; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 2 (2022): Februari 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The Pandemic of COVID-19, which is a new type of virus, has brought so many changes in any aspects of people's life. The era of pandemic causes everyone to need the latest information. Various sources of digital media can be accessed by everyone to get information. One of the media to get information is Social Networking Service (SNS). The high flow of information that cannot be controlled in SNS causes Information Overload for the users. Information Overload is a condition where the user cannot process the information contained in the SNS because too much information available. The aim of this study is to determine whether Information Overload has an effect on SNS Exhaustion and whether SNS Exhaustion has a positive effect on Discontinuous Usage Of SNS. The technique of data collection in this study is a survey. Data processing in this study using Structural Equation Modeling Covarianced Based (SEM-CB). The use of SEM is to test the relationship between variables. SEM-CB is used to confirm the existing theory from the references of this study. The sample need for this research is the users of SNS who have read informations about COVID-19. From the survey, the sample data obtained in this study were 332 SNS users. The result of this study indicate that Information Overload has an impact on SNS Exhaustion and SNS Exhaustion has an Impact on Discontinuous Usage Of SNS.
Pengaruh Mediasi Information Avoidance pada penghentian penggunaan Social Network Service (SNS) Muhammad Rayhan Ravandika; Diah Priharsari; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 2 (2022): Februari 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Social media is currently almost used by every individual to communicate with friends or collegues. During this pandemic, social media is also used as the main source of information. The ease of access to find information about COVID-19 is one of the reason why every social media user is the main choice to find news. However, the information about COVID-19 on social media is increase everyday and have some bad impact for its users. The impact for cause the users of social media those get too much information can take action to avoid information untul the termination of information sources. From the problem above, the researchers identified the effect of information overload on information avoidance until have an impact on termination. In addition, this study describes the mediating effect of information avoidance on the discontinuance use of social media. This study is using the SEM-CB method by distributing questionnaires to 322 respondents. From the results of the study, all of the hypotheses were accepted with a P-Value of 0,000 and individuals were partially mediated by performing information avoidance actions when experiencing information overload before decided to discontinuous the sources.
Prediksi Potensi Penjualan Makanan Beku berdasarkan Ulasan Pengguna Shopee menggunakan Metode Decision Tree Algoritma C4.5 dan Random Forest (Studi Kasus Dapur Lilis) Muhammad Ferdyandi; Nanang Yudi Setiawan; Fitra Abdurrachman Bachtiar
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 2 (2022): Februari 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Dapur Kitchen is a micro-business that sells frozen foods in the form of Chicken Nuggets. Kitchen Lilis wants to add new products according to the interests of prospective buyers. However, Kitchen Lilis does not yet know the fact that prospective buyers want frozen food products like what. Therefore, it is necessary to conduct research on frozen food predictions based on data obtained on the Shopee page with frozen food category products. Data obtained a total of 140 data and made decision trees with data partitions 80% training data and 20% test data. The method used is Random Forest and applies the C4.5 Algorithm to each subtree formed. The rule model has an accuracy value of 0.73 for training data and 0.78 for test data. From the calculation of algorithm C4.5 manual use of preservatives has the most influence and from the rule model as many as three subtree, on the first rule of raw material quality, the second rule of the use of MSG, and the third rule of the use of preservatives. The results of the next classification are visualized into a dashboard and to predict products based on features can be executed on a prediction application. Both outputs from the study were tested using the System Usability Scale (SUS) and had a value of 90 which belonged to the category "A" which means the system can be well received by Dapur Lilis.
Pengembangan Aplikasi Pengelolaan Transaksi Warung berbasis Web untuk Tini Mart Azhari Arsyad; Ismiarta Aknuranda; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 3 (2022): Mei 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In the trade sector, transaction management is crucial because if transactions are not managed properly, they can cause considerable losses. This risk is also found in a shop called Tini Mart. Transaction management at these stalls is still traditional, such as providing prices by remembering the price of goods and manually calculating the total price and change. This method has many risks such as giving the wrong price, calculating the total price incorrectly, and giving the wrong amount of change. This can cause losses to the shop and decrease the confidence of buyers in the shop. Now there are several transaction management applications on the market that are freely available but are not suitable for use in Tini Mart. This is because there are functional requirements, such as debt management, and non-functional requirements, such as supporting the interface on a large screen and having a simple, easy-to-understand interface and navigation for users, which are still not met. Therefore, this research was conducted with the aim of developing applications that can meet the requirements that have not been met previously. This application development process model will use the waterfall. The application is built using the Laravel framework with the JavaScript and PHP programming languages. The test results state that all functional requirements of the application have been met because it has a 100% success rate and all non-functional requirements of the application have been met because after observations and interviews there were no obstacles and users can easily use the application.
Klasifikasi Penerima Bantuan Program Keluarga Harapan menggunakan Algoritme Decision Tree C4.5 (Studi Kasus: Desa Mlirip Kabupaten Mojokerto) Nabilah Iftah Nella; Nanang Yudi Setiawan; Dian Eka Ratnawati
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 3 (2022): Mei 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Social assistance is the provision of assistance in the form of money or goods distributed to certain individuals or groups. As a form of responsibility in alleviating poverty, the government allocates costs to handle this, one of which is the Family Hope Program (PKH). PKH is a program to provide cash assistance to poor households. One of the villages that has received PKH assistance from the government is Mlirip village, Mojokerto Regency. With the help of PKH, people with low incomes feel very helpful. Unfortunately, until now PKH is still considered not optimal because many aids are not well targeted and the village head's office does not yet have a reference in choosing a truly worthy family. Classification is carried out to determine the eligibility of PKH beneficiaries so that they are not misdirected. The data used is data for 2020-2021 with a total of 357 data from 7 hamlets in Mlirip village. Based on the results of the confusion matrix, it produces 71.1% accuracy, 90.9% precision, 70.4% recall, and 79.3% f1-score. The results of the classification process are visualized using a dashboard which produces a SUS Score of 87.5 which indicates the dashboard is acceptable to stakeholders
Evaluasi Usability dengan Menerapkan Metode Heuristic Evaluation pada Website Dinas Pendidikan Kota Batu Heraspati Yudha Pratama; Buce Trias Hanggara; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 3 (2022): Mei 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The Batu City Education Office website is a website that provides a means of publishing and providing information and general descriptions regarding the Batu City Education Office. Based on the Regulation of the Minister of Communication and Information of the Republic of Indonesia Number 32 of 2017 concerning the Implementation of Portals and Websites of Government Agencies in Chapter X Monitoring and Evaluation Article 19 Paragraph (3) states "The implementation of monitoring and evaluation is carried out 1 time in 1 year or carried out at any time if needed". And also in the interview process mentioned that the website has never been evaluated. With opportunities based on local regulations, this research took place, for the user interface on the Batu City Education Office website. Because the Department of Education also feels that the appearance and some functions are considered less than satisfactory. In conducting the evaluation process on the website, using the heuristic evaluation method. In the evaluation process, it involves an expert user interface, which has a function in helping and assessing how the website can have a good design according to the heuristic evaluation rules. Before evaluating the need to discuss the problem by interviewing the relevant parties. Furthermore, an evaluation was carried out with the findings of usability problems, namely there were two problems found by the third evaluator. In the evaluation process the evaluator also has an assessment of the Batu City Education Office website with the highest average score of 3.6 for H-6 (Recognition rathen than recall) and the lowest is H-4 (Consistency and standards) with the acquisition of an average value. average 2.45. These findings are improved by making recommendations for improvement by applying the material design by google guidelines. recommendations based on the assessment are tested using a heuristic evaluation involving the same three evaluators in the evaluation process. Tests carried out to obtain these results are by reducing the severity value for each existing problem.
Analisis Kualitatif Penggunaan Background Seragam pada Online Meeting Rafi Audian; Diah Priharsari; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 6 No 3 (2022): Mei 2022
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

This time, various kinds of activities can be carried out more easily because of the rapid development of technology. The example is when communicating between humans in the world, communication activities can be carried out more easily by using online meeting applications such as Zoom and Google Meet. The application is widely used to conduct video conferences or online meetings because it is easy to use and also had some of interesting features. One of the interesting feature is the feature to change the background of the user's camera view. The feature to change the background is widely used during webinars, work meetings, distance learning, or during other activities that use video conferencing applications or online meetings. In this study, a qualitative analysis will be carried out to determine the background of the use of uniform backgrounds in online meetings and also the views of the online meeting committee on the use of uniform backgrounds. This study involved 21 sources to collect data using interviews. The data that has been collected will be processed using the thematic coding analysis method. From the results of this study, it was found that there were five aspects that became the view of the online meeting committee on the use of uniform backgrounds and six aspects behind the use of uniform virtual backgrounds.
Co-Authors Achmad Nofandi Ade Ayu Puspitasari Adeyaksa Galuh Waluyo Adha Apriliosusworo Adhitira Febrieztha Ramadhan Adilla Widyandhana Nuriman Aditya Rachmadi Adityo Dwirahmawan Agustinus Ryan Wicaksono Ahmad Afif Supianto Ahmad Afif Supianto Ain Nur Anisa Akbar Ilham Aldhila Meykasari Alfian Hakim Alya Paramitha Ayuningsih Amanda Puti Wibawa Ananda Risqi Amalia Andhika Akbar Saputra Andhika Mifta Alauddin Andi Reza` Perdanakusuma Anggara Cahya Nugraha Anggie Tamara Blanzesky Annisa Arifa Sesyazhade Apriyanti Apriyanti Arieftia Wicaksono Aulia Dwi Fitriani Ayu Pramadita Dewi Azhari Arsyad Azri Putri Rahmatika Bayu Rahayudi Bella Karina Sari Buce Trias Hanggara Budi Santoso Cahyaningtyas Sekar Wahyuni Carellia An-nisa Monik Citra Hemas Jati Inayu Claudio Canigia Guntara Daniel Austin Dominicus Deafinansia Nurido Andiyani Dedi Romario Desy Miladiana Devi Septiani Devita Widyasari Diah Priharsari Dian Eka Ratnawati Dicky Ilham Mualfi Dimas Hariyanto Sudarpi Dimounitif Nelaspaba Dinar Fairus Salsabillah Dinar Indah Dwi Utami Dinda Agnes Putri Dinda Ayu Rudyana Putri Dio Hilmi Habibi Dio Rahmat Putra Dion Ricky Saputra Djoko Pramono Djoko Purnomo Dorothy Gabriel Sihombing Dwi Asri Nuryulianti Dwija Wisnu Brata Dzurriyatul Iflahah Ellen Yanuarti Endang Suryawati Erni Dwi Hartini Erzhal Risan Wikata Fajar Ubaidillah Ahmad Faqih Hidayatur Rahman Faris Wibowo Putro Farisa Aidilla Alfas Fawwaz Roja Mahardika Fawwaz Roja Mahardika Febiko Ramadina Febrian Pandu Widhianto Fitra A. Bachtiar Fitra Abdurrachmad Bachtiar Fitra Abdurrachman Bachtiar Frydo Tio Fernando Hafizh Yuwan Fauzan Hamim Nizar Yudistira Hanifah Muslimah Az-Zahra Haris Surya Wijayanto Harisul Ikrom Amin Heraspati Yudha Pratama Herman Tolle Hetty Mukammilah Higam Saiful Sadzali Hilmi Rezkian Aziz Dama Hilwa Aminatus Sholihah Ibnu Irawan Pratama Iffa Aulia Ulwani Ihza Razan Alghifari Ilma Bunga Sahara Imam Setyo Wibowo Indra Fahrizal Inggrid E. A. Siahaan Inka Setya Anggraini Intan Rumaysha Intan Sartika Eris Maghfiroh Iqbal Taufiq Ahmad Nur Ismiarta Aknuranda Istania Salma Jesy Thesalonica Mononimbar Juara Hutagalung Kartika Utami Kelvin Yabes Sitompul Kevin Gusti Farras Fari' Utomo M. Iqbal Farras Pratama Mega Isma Juwita Merlien Yuliana Permatasari Moch. Rosul Zein Mochamad Chandra Saputra Mohammad Malik Abdul Azis Muhamad Fauziawan Agung Rewanda Muhammad Aswin Muhammad Averous Mahdafikiyah Muhammad Ferdyandi Muhammad Hanif Hasanain Muhammad Ibrahim Al Ghazi Saragi Muhammad Indra Firdaus Muhammad Iqbal Muhammad Rasyad Fauzan Muhammad Rayhan Ravandika Muhammad Rizqi Ramadhan Muhammad Taufik Dharmawan Muhammad Tri Hermawan Mumtazah Rizti Arini Nabilah Iftah Nella Nadhif Mahendra Putra Nafiani Nafiani Nanda Petty Wahyuningtyas Nashihul Ibad Al Amin Nasita Ratih Damayanti Nazva Abiya Niken Hendrakusma Wardani Niken Hendrakusma Wardani Nourman Hajar Novira Azpiranda Novriani Dewi Anwar Nur Fatimah Nur Laita Rizki Amalia Prakoso Adi Bagaskara Prasetyo Iman Nugroho Priyambadha, Bayu Putera Iga Arrahma Putri Puspitasari Raden Sandra Yuwana Raditya Rizky Putra Rafi Audian Retno Indah Rokhmawati Rista Yasin Lamohammad Hende Rizal Halim Adirasyid Rois Yanuar Rahman Wahyudi Rokhmah Vira Santi Ryan Dwi Pambudi Salsabilla Syafta Sandrian Yulian Firmansyah Noorihsan Sarah Anggina Satrio Agung Wicaksono Satrio Arif Budiman Satrio Dwiartono Satrio Hadi Wijoyo Sheila Maulidia Sholachuddin Al Ayubi Syifa Basyasyah Bysi Theresia Emiliana Boleng Tirta Saraswati Tito Rhenaldi Priono Topan Prakoso Tri Afirianto Tri Susanto Victor Axelius Kristianto Siren Welly Purnomo Whita Parasati Wildan Arrizal Wahyu Sutomo Wildan Dery Rahadi Wira Kumara Wiratama Ahsani Taqwim Yoga Tika Pratama Yusi Tyroni Yusi Tyroni Mursityo Zaenal Kurniawan Zulfiar Ryanda Putra