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TOPSIS and WP for BLT Decision Support in Srimulyo Abror , Muhamad; Hasibuan, Muhammad Said
PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Vol. 13 No. 1 (2025): Maret 2025
Publisher : LPPM Universitas Islam 45 Bekasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33558/piksel.v13i1.10606

Abstract

Srimulyo Village, situated in Anak Ratu Aji District, Central Lampung Regency, faces difficulties in ensuring an accurate and efficient process for determining recipients of Direct Cash Assistance (BLT). The current manual system often results in errors and perceived inequities. This research explores the application of the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method alongside the Weighted Product (WP) method to enhance decision-making in selecting BLT recipients. TOPSIS is employed to identify optimal alternatives based on their closeness to a positive ideal solution, while WP emphasizes the importance of criteria through assigned weights. The findings indicate that integrating these two methods yields recommendations that are more objective, transparent, and efficient. The TOPSIS approach enables the system to rank alternatives by assessing their proximity to the ideal solution, facilitating data-driven decision-making. Meanwhile, the WP method ensures that each criterion's importance is appropriately weighted, thereby increasing the reliability of the results. This dual-method approach not only minimizes human error but also promotes fairness in the selection process. The proposed integrated system offers a practical solution to improve the accuracy of social assistance distribution in Srimulyo Village. By adopting these decision-support methods, local authorities can establish a more equitable, reliable, and efficient mechanism for BLT allocation, ensuring that aid reaches the individuals who need it most.
Sentiment Analysis of Free Nutritious Meal Programme on Social Media X using Linear Regression and Random Forest Algorithms Hermansyah, Idi; Hasibuan, Muhammad Said
PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Vol. 13 No. 1 (2025): Maret 2025
Publisher : LPPM Universitas Islam 45 Bekasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33558/piksel.v13i1.10633

Abstract

This study analyzes public sentiment towards the Free Nutritional Food Program on social media platform X using Linear Regression and Random Forest algorithms. By collecting data from Twitter and employing sentiment analysis methods based on natural language processing, this research aims to measure societal perceptions and compare the effectiveness of both algorithms in sentiment classification. The results indicate that Random Forest outperforms Linear Regression with an accuracy of 0.85 and a recall of 0.97, compared to Linear Regression, which achieves an accuracy of 0.83 and a recall of 0.91. While Linear Regression excels in precision with a score of 0.86, whereas Random Forest records 0.85, overall, Random Forest achieves a higher F1-Score of 0.90 compared to Linear Regression's score of 0.88. These findings provide important insights for governments and policymakers in responding to public opinion and designing more effective interventions to enhance the program
Sentiment Analysis of Mobile Banking Reviews Using Machine Learning Models Rahayu, Sri; Hasibuan, Muhammad Said
PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Vol. 13 No. 1 (2025): Maret 2025
Publisher : LPPM Universitas Islam 45 Bekasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33558/piksel.v13i1.10677

Abstract

With the increasing use of mobile banking applications in Indonesia, understanding user reviews and feedback has become increasingly important for banks to enhance the services and performance of the applications they offer. This research aims to analyze user sentiment towards the mobile banking applications BCA, BNI, Brimo, and Byond by BSI, and to compare the effectiveness of the Random Forest, K-Nearest Neighbor (KNN), Naive Bayes, and Support Vector Machine (SVM) algorithms. The data used consists of user reviews obtained from Google Play Store through web scraping techniques, with 4,000 samples of reviews divided into training data (80%) and testing data (20%). The pre-processing process is conducted to prepare the data, which includes stopword removal and tokenization, using the Bag of Words (BoW) method.Based on the labeling results that can be seen in the visualization stage, it is known that the Byond by BSI Mobile application has a positive sentiment with 540 more reviews and a negative sentiment with 528 fewer reviews compared to other mobile banking applications. In the form of a comparative matrix graph, the Random Forest algorithm has a higher accuracy value of 0.58 for the BCA application and 0.74 for the Brimo application, while Naive Bayes has an accuracy value of 0.71, which is greater for the BNI mobile banking application, and Support Vector Machine has an accuracy value of 0.74, which is higher for the Byond by BSI mobile banking application. From the explanations above, it means that the Random Forest algorithm is capable of classifying efficiently and effectively compared to the other three algorithms. With the results of this research, it is hoped to provide important insights for mobile banking application developers to improve service quality based on user feedback, as well as to recommend the use of Random Forest for more accurate and reliable sentiment analysis.
Implementasi Teknologi QR Code Dalam Pendaftaran Calon Mahasiswa Baru Prayuda, Afdal Wahyu; Sakoni, Achmad Aldi; Prayoga, M. Arif; Hasibuan, Muhammad Said
Journal of Digital Literacy and Volunteering Vol. 1 No. 1 (2023): January
Publisher : Puslitbang Akademi Relawan TIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57119/litdig.v1i1.14

Abstract

In tertiary institutions, the acceptance of new students (PMB) is an administrative procedure. Online registration forms are filled out by prospective students to complete the registration procedure. As a result, a system was created that makes use of QR Code technology, which is anticipated to make the registration process easier for potential new students (PMB). The system design approach that was utilized to create the design for the software requirements analysis system was the technique employed in this paper. In order to find out the processes that happen in a system based on the results of the Qr Code Design as a Service Optimization Media for New Student Admission Registration, researchers carry out software requirements in the design and construct optimization of new student admissions services.
Pengembangan Sistem Absensi Karyawan di Institut Informatika dan Bisnis Darmajaya Dengan Menggunakan Teknologi Barcode Pratama, Bagus Yuda; Ramadhani, Fauziah Zahra; Munaa, Munaa; Hasibuan, Muhammad Said
Journal of Digital Literacy and Volunteering Vol. 1 No. 1 (2023): January
Publisher : Puslitbang Akademi Relawan TIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57119/litdig.v1i1.15

Abstract

There are so many ways to process employee attendance, one of which is to use the manual method. So far, there are still many large companies that still implement attendance manually, but this causes a lot of time leaks or other violations, which of course makes it less effective and efficient and causes attendance information to be inaccurate. In a company with quite a lot of employees, it is very necessary to have proper, fast, accurate attendance management. An accurate methodology for solving problems in this modern era with the use of QR barcodes because it will really help companies to attend to employees in real time. The system is made with the PHP programming language and uses the MYSQL database. The purpose of QR Code (Quick Response Code) technology in companies is as a tool in processing employee attendance data, employee identity cards and also processing employee data which is beneficial for employees because they can carry out computerized attendance activities. The results to be obtained from the research and implementation of this system are by entering several examples of employee data as an experimental form of attendance transactions, and the attendance application program is made to run properly. The system created produces several features in the form of user features, checking QR codes for attendance, generating QR codes from each employee card, recapitulation and attendance reports on the system, and employee data in the form of employee names, positions, work shifts and work location placements
Evaluasi Sistem ATR/BPN Berbasis Webuse dan Heuristic Evaluation Danil, Sapni; Hasibuan, Muhammad Said
Journal of Digital Literacy and Volunteering Vol. 2 No. 1 (2024): January
Publisher : Puslitbang Akademi Relawan TIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57119/litdig.v2i1.41

Abstract

The Ministry of Agrarian Spatial Planning/National Land Agency (ATR/BPN) provides services that aim to facilitate the public in managing the legality of land services online, which can be accessed anywhere with the aim of providing convenience and security to the public in conducting service transactions as an effort to increase the ease of doing business, but the benefits of this website have not been measured for the usability of the website effectively and efficiently. Therefore, this research was conducted with the aim of evaluating and assessing the appearance of the interface with the Heuristic Evaluation method and the Web Usability Evaluation Tool (WEBUSE) and measuring display development. ATR/BPN website to help the community. The research method uses the Web Usability Evaluation Tool (WEBUSE) in the form of a questionnaire and then evaluates it using Heuristic Evaluation. The research that has been carried out has produced findings that show the ATR/BPN Website has a level that is good enough to be used by Notary/PPAT employees and the community. From the usability test, it shows that the quality attribute can be said to be of high value. The conclusion of the study shows that each category of WEBUSE Evaluation has a usability value of 0.69 points, which indicates the usability level is at a good level while the lowest value is in the visibility of system status (feedback) variable (H1 of 61.02%) according to the usability level at the Moderate. This means it's not working properly. And the Savery Rating is 1.3119 when rounded up to 1 category of cosmetic problem that takes time to fix.
Analisis Tingkat Kematangan Keamanan Informasi Menggunakan Indeks KAMI pada Tiyuh Pulung Kencana R, Khristina Henny; Hasibuan, M. Said
Journal of Digital Literacy and Volunteering Vol. 2 No. 1 (2024): January
Publisher : Puslitbang Akademi Relawan TIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57119/litdig.v2i1.78

Abstract

Everyone must adapt quickly if they don't want to be left behind due to very rapid and significant technological developments. All institutions in Indonesia must also apply information technology to expedite and make their activities more effective and fulfill their duties and functions in implementing work programs. For this reason, the role of information security is very important to maintain the confidentiality, integrity and availability of information for the public and service interests. Based on the conditions described above, it is important to carry out a SID (Village Information System) assessment to determine the maturity and completeness of data security. Tiyuh Pulung Kencana Village in Tulang Bawang Tengah District, West Tulang Bawang Regency is the object of this research. This village or Tiyuh is one of the villages that has implemented SID effectively in the implementation of the Lampung Province Smart Village Program. The Information Security Index (KAMI) is used in Tiyuh Pulung Kencana, Tulang Bawang Tengah District, West Tulang Bawang Regency, to assess the completeness and maturity of the information security system. Document analysis and interviews with related parties are the qualitative methods used. The results of the KAMI index research show that Tiyuh Pulung Kencana relies heavily on electronic systems, but steps to protect information are still just starting (only in the initial stages). Therefore, Tiyuh Pulung Kencana must improve its information security practices by creating policies and procedures that comply with IT/IS standards and resource readiness.
Penerapan Gaya Belajar Kolb, Honey And Mumford, Felder Silverman, Vark: Study Empiris pada Mahasiswa Pendidikan Teknologi Informasi IIB Darmajaya Febriana, Annisa Arsya; Sari, Novita; Kumala, Dian Agustin Arta; Selfiyana, Reva; Hasibuan, Muhammad Said
Journal of Digital Literacy and Volunteering Vol. 3 No. 1 (2025): January
Publisher : Puslitbang Akademi Relawan TIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57119/litdig.v3i1.134

Abstract

Learning styles play a significant role in shaping the learning process of each individual. This study employs a descriptive qualitative approach and involves 15 students from the Information Technology Education Study Program, consisting of 7 male and 8 female participants. Data were collected using four learning style questionnaires: VARK, Kolb’s Learning Style Inventory, Honey and Mumford’s Learning Styles Questionnaire, and the Felder-Silverman Learning Style Model. The objective of this research is to broaden instructional strategies by incorporating learning styles that align with students’ preferences. The findings underscore the importance of utilizing teaching methods that are congruent with students’ learning preferences to enhance academic achievement.
Karakteristik Gaya Belajar: (Studi Empiris Pada Mahasiswa Pendidikan Teknologi Informasi Iib Darmajaya) Khodijah, Siti; Situmorang, Klaudia SB; Nuryana, Sapta Adi; Hasibuan, Muhammad Said
Journal of Digital Literacy and Volunteering Vol. 3 No. 1 (2025): January
Publisher : Puslitbang Akademi Relawan TIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57119/litdig.v3i1.135

Abstract

This study aims to describe the characteristics of students towards aspects of 4 different learning styles, Perceptions of VARK, Felder Silverman, Kolbs and Honey and Mumford learning styles. The population in this study were students of the Information Technology Education Study Program at the Darmajaya Institute of Informatics and Business with a total of 25 students, This study had 15 participants with a percentage of Men (46.6%) and Women (53.4%), in addition there were 10 students who did not participate in this study. Data were collected through questionnaires which were then analyzed using descriptive statistics. The results of the study showed differences in each individual who has a variety of learning styles, for that understanding a learning style can make it easier for students to implement learning strategies that are of interest according to their wishes so that Information Technology Education students can increase creativity and effectiveness to improve learning achievement.
PELATIHAN PEMBUATAN MEDIA PEMBELAJARAN INTERAKTIF BERBASIS CLASSPOINT BAGI GURU di PROPINSI LAMPUNG Arman Suryadi Karim; Melda Agarina; Sutedi; M. Said Hasibuan; M. Royan Fauzi
J-ABDI: Jurnal Pengabdian kepada Masyarakat Vol. 2 No. 3: Agustus 2022
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53625/jabdi.v2i3.2986

Abstract

Kemajuan yang terjadi dalam dunia teknologi komunikasi dan informasi memunculkan peluang maupun tantangan baru dalam dunia pendidikan. Peluang baru yang muncul termasuk akses yang lebih luas terhadap konten multimedia yang lebih kaya, dan berkembangnya metode pembelajaran baru yang tidak lagi dibatasi oleh ruang dan waktu. Dalam pembelajaran tersebut, muncul masalah baru system pembelajaran yang terjadi selama ini, masih banyak pembelajaran daring yang terkesan dipaksakan karena kondisi pandemi. Sehingga hal tersebut dapat menyebabkan banyak keluhan, baik dari kalangan peserta didik, orang tua, bahkan dari pihak guru sendiri. Masalah tersebut dapat disebabkan oleh guru yang tidak terampil dalam mendayagunakan teknologi sebagai media belajar kreatif. Sehingga pembelajaran akan membuat peserta didik jenuh. Maka tim Pengabdian berfokus dalam memberikan pelatihan pembuatan media pembelajaran interaktif agar pembelajaran menjadi lebih menyenangkan dengan menggunakan aplikasi ClassPoint. Metode yang diterapkan dalam kegiatan pelatihan ini adalah Metode Presentasi mengenai pengenalan software, kemanfaataannya, dan penerapannya dalam pembuatan media pembelajaran interaktif, Metode Demonstrasi mengenai pengoperasionalisasian program dan Metode Praktik yaitu pembuatan media pembelajaran secara langsung oleh peserta sesuai dengan mata pelajaran masing-masing dengan pemanfaatan aplikasi Class Point. Kegiatan pelatihan tersebut berjalan lancar dan kini para tenaga pendidik dapat membuat media pembelajaran menjadi lebih interaktif dengan pemanfaatan aplikasi tersebut
Co-Authors - Nurfiana A Adven Tonny A Feriyanto Abdi Darmawan Abror , Muhamad Achmad Aldi Sakoni Adam Japal Adi Wijaya Admi Syarif Afdal Wahyu Prayuda Agus, Isnandar Ali Nasution Andry Ferianto anggalia wibasuri Anuar Sanusi Anuar Sanusi Arbi Gunawan ARDIANSYAH ARDIANSYAH Ari Rohmawati Arie Setya Putra Arman Suryadi Karim, Arman Suryadi Aziz, RZ. Abdul Bagus Yuda Pratama Baruna Wisnu Wardana Baskoro Baskoro Dani Apriansyah Danil, Sapni Delli Maria Denny Prastiawan Destiawan Destiawan Dewi, Deshinta Arrova Dian Saputra Dika Tondo W Diki Andita Kusuma Doni Andrianto Dworo, Dworo Effendi, M. Junius Eko Budi Wicaksono Eko Zulkaryanto Elis Malana Fauziah Zahra Ramadhani Febriana, Annisa Arsya Fely Dany Prasetya Fernando, Rhino Firmansyah Firmansyah Firmansyah Firmansyah Firmansyah Fitria Fransiska, Devi Guntur Tiara Wahyu Hidayah handoyo widi nugroho Hardiansyah, Deni Henderi . Hendri Purnomo Herawadi S, Novi Hermansyah, Idi Herwanto, Riko Ismail, Abdul Azim Bin Isnaini Bastari Iwan Tri Bowo Khristina Henny R Kumala, Dian Agustin Arta Kurnia Muludi Kurniawan Kurniawan, Tri Basuki Laila, Siti Nur M. Arif Prayoga M. Arif Rifai M. Royan Fauzi Mahfut Maizary, Ary Marzuki Marzuki Melda Agarina Melda Agharina Muhammad Fahmi Hafidz Mukhas Munif Ahsani Munaa Munaa Munaa, Munaa Nathan Nurdadyansyah Nathan, Yogeswaran Netty Sefriyanti Nosiel Nosiel Novi Herawadi Sudibyo Novi Herawadi Sudibyo, Novi Herawadi Novita Sari Nurdiyanto, Heri Nurpambudi, Ramadhan Nuryana, Sapta Adi Onno W Purbo Periasamy, Jeyarani Pratama, Bagus Yuda Pratama, Tomy Adi Prayoga, M. Arif Prayuda, Afdal Wahyu Prilian Ayu Winarni Purbo, Onno W R Rizal Isnanto R, Khristina Henny Rahmadi, Lendy Rahmalia Syahputri Rahmalia Syahputri Ramadhani, Fauziah Zahra Rangga Firdaus Ratih Pratiwi Ratna Nurhaya Renita Dwi Astuti Ridho Kurniawan RIDHO KURNIAWAN, RIDHO Rizky Yulizar Rahman Romadhoni, Nuzul Rahmat Rosandi, Triowali Ruki Rizal Sakoni, Achmad Aldi Sapni Danil Savitri, Ratna Selfiyana, Reva Setiyono . Sigit Andriyanto Singagerda, Faurani Santi Singh, Harprith Kaur Rajinder Siti Khodijah Situmorang, Klaudia SB SRI RAHAYU Sri Ratna Sulistiyanti Suci Mutiara Sutedi Sutedi Suwandi Tetra Praja Utama Triloka, Joko Wahyu Bintono Wasilah Wibaselppa, Anggawidia Winda Rika Lestari Y Verawati Y. Suhendro Yeh, Ming-Lang Yogi Maulana Yoni Hisbullah Yudha, Efrian Prama Yusuf, Suhendro Zainal A. Hasibuan Zakaria, Mohd Zaki