Indonesian Journal of Computer Science最新文献

{"title":"Analisis Sentimen Terhadap Cyberbullying Pada Komentar Di Instagram Menggunakan Algoritma Naïve Bayes","authors":"Fauzan Baehaqi, N. Cahyono, Universitas Amikom, Kata Kunci","doi":"10.33022/ijcs.v13i1.3301","DOIUrl":"https://doi.org/10.33022/ijcs.v13i1.3301","url":null,"abstract":"Cyberbullying, penggunaan teknologi digital yang disengaja untuk menyakiti, mempermalukan, atau menggertak orang lain secara online, telah menjadi isu penting dalam masyarakat saat ini. Dampak dari cyberbullying bisa sangat parah, menyebabkan masalah kesehatan mental, rendah diri, dan, dalam beberapa kasus tragis, hilangnya nyawa. Memahami fenomena ini secara mendalam dan menemukan solusi efektif untuk mengatasinya sangatlah penting. Analisis sentimen menggunakan algoritma Naïve Bayes sebagai pendekatan yang layak untuk mengatasi cyberbullying di Instagram. Tujuan utama dari penelitian ini adalah untuk mempelajari dan menganalisis sentimen terkait cyberbullying pada komentar Instagram menggunakan algoritma Naïve Bayes. Dengan menganalisis konten yang terkait dengan cyberbullying, penelitian ini bertujuan untuk memberikan wawasan yang lebih baik tentang masalah tersebut dan mengidentifikasi pola dan karakteristik khusus yang dapat membantu upaya pencegahan dan intervensi. Temuan ini dapat berkontribusi untuk menciptakan lingkungan online yang lebih aman dan melindungi kesejahteraan pengguna media sosial.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"56 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140499814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Komparasi Pendidikan Kewirausahaan Di Indonesia Dan China Melalui Kewirausahaan Teknologi Informasi Digital","authors":"Wike Oriza, Ganefri, Giatman, Asmar Yulastri, Hasan Maksum","doi":"10.33022/ijcs.v12i6.3620","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3620","url":null,"abstract":"Tujuan dari penelitian ini untuk mengetahui faktor yang mempengaruhi minat berwirausaha di Indonesia dan China serta perbedaan yang dimiliki dan untuk mengetahui perbandingan atau komparasi pendidikan kewirausahaan antara Indonesia dan China. Metode yang digunakan dalam penelitian ini yaitu study literatur kemudian dianalisis dan ditarik kesmpulan. Hasil kajian literatur menunjukkan bahwa Pendekatan pendidikan kewirausahaan di kedua negara dapat disesuaikan dengan mempertimbangkan perbedaan yang ditemukan untuk memenuhi minat dan motivasi kewirausahaan mahasiswa masing-masing negara. Di China, fokus dapat diberikan pada membangun keyakinan mahasiswa untuk mengatasi rintangan, sementara di Indonesia, penekanan dapat diberikan pada memperkuat kepercayaan bahwa berwirausaha memberikan manfaat. Selain itu, penggunaan profil wirausaha sukses, terutama wirausaha muda, dapat menjadi motivator yang efektif di kedua negara. Indonesia maupun China telah mengambil langkah-langkah penting dalam mengembangkan pendidikan kewirausahaan. Meskipun keduanya menghadapi tantangan yang berbeda, baik Indonesia maupun China memiliki potensi besar untuk terus memajukan pendidikan kewirausahaan dan mendukung generasi muda dalam membangun bisnis yang inovatif dan berkelanjutan. Tumbuh dan berkembang pesatnya kewirausahaan di China dan diIndonesia tidak lepas dari peran teknologi informasi digital. Dunia digital menawarkan sumber daya baru yang sangat luas bagi wirausahawan untuk memanfaatkan peluang mempromosikan bisnis yang digelutinya.  Mulai dari pengumpulan data terbuka, konten,  kode dan layanan yang tumbuh secara eksponensial hingga kontribusi online penggunan dan komunitas di seluruh dunia. \u0000Keywords : Minat Berwirausaha di Indonesia dan China, Pendidikan Kewirausahaan di Indonesia dan China, Teknologi digital. \u0000 ","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"58 14","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139449344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Analisis Tingkat Kepuasan Pengguna Aplikasi Sistem Informasi Akademik (Siakad) Berbasis Website Menggunakan Metode End-User Computing Satisfaction (EUCS)","authors":"Annisa Salsabila Ariska, M. Rudi Sanjaya","doi":"10.33022/ijcs.v12i6.3583","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3583","url":null,"abstract":"Sistem Informasi Akademik (SIAKAD) adalah suatu sistem yang diciptakan untuk menyederhanakan pengelolaan administrasi akademik di lembaga pendidikan, termasuk Politeknik Penerbangan Palembang. Kepuasan pengguna sangat dibutuhkan bagi pengembang suatu sistem karena dapat menjadi sebuah data penilaian yang penting bagi mereka dalam upaya meningkatkan layanan yang ditawarkan oleh sistem di masa mendatang. Penelitian ini bertujuan mengukur kepuasan pengguna melalui metode End-User Computing Satisfaction (EUCS) pada website SIAKAD Politeknik Penerbangan Palembang. Variabel yang dievaluasi mencakup isi, akurasi, bentuk, kemudahan penggunaan, dan ketepatan waktu. Hasil uji validitas dan reliabilitas kuesioner menunjukkan bahwa pengujian pertanyaan telah memberikan hasil yang valid dan reliable. Penelitian ini melibatkan 158 responden yang merupakan pengguna Sistem Informasi Akademik (SIAKAD) Politeknik Penerbangan Palembang. Berdasarkan teori perhitungan rata-rata kepuasan pengguna Kaplan Norton, rata-rata kepuasan pengguna terhadap isi, akurasi, bentuk, kemudahan penggunaan, dan ketepatan waktu adalah 4,63 yang dimana masuk kategori puas dan menjadi saran untuk terus meningkatkan serta mengembangkan kualitas website Sistem Informasi Akademik (SIAKAD), sehingga kepuasan pengguna dapat ditingkatkan secara menyeluruh. \u0000Academic Information System (SIAKAD) is a system created to simplify the management of academic administration in educational institutions, including Palembang Aviation Polytechnic. User satisfaction is needed for the developers of a system because it can be an important assessment data for them in an effort to improve the services offered by the system in the future. This research aims to measure user satisfaction through the End-User Computing Satisfaction (EUCS) method on the Palembang Aviation Polytechnic SIAKAD website. The variables evaluated include content, accuracy, form, ease of use, and timeliness. The results of the validity and reliability tests of the questionnaire showed that the test questions had provided valid and reliable results. This study involved 158 respondents who were users of the Academic Information System (SIAKAD) of Palembang Aviation Polytechnic. Based on Kaplan Norton's average user satisfaction calculation theory, the average user satisfaction with content, accuracy, form, ease of use, and timeliness is 4.63 which is in the satisfied category and is a suggestion to continue to improve and develop the quality of the Academic Information System (SIAKAD) website, so that user satisfaction can be improved overall.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"62 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139449215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Analysis and Design of User Interface Private Tutor Mobile Application with Agile System Development Methodologies","authors":"Jansen Wiratama, Michelle Melody, Obie Krisnanto, Christian Johan","doi":"10.33022/ijcs.v12i6.3559","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3559","url":null,"abstract":"Wijaya Learning Center in Gading Serpong faced challenges with low course participation due to an inefficient registration system, and to overcome these challenges, a UI analysis and design were conducted, leading to the development of a mobile application. This application allows clients to easily access class information, register online, and make payments. The backend, designed for the owner, supports schedule checks, transaction monitoring, and teacher management tasks. Class schedules, entered by the owner, remain consistent with changes permitted once a month. Clients can select their preferred schedule through the user interface. The study utilized Agile system development methodologies, known for their success in various fields. The research concludes that Agile methodologies significantly streamline the application design process, resulting in a functional mobile application that meets user requirements. Rigorous testing confirms the smooth usability of the application's four main functions, enhancing the private tutoring experience at Wijaya Learning Center.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"57 24","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139449393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Analisis Pengaruh Perilaku Pengguna Terhadap Keberlanjutan Penerapan Aplikasi Sistem Informasi Kearsipan Dinamis Terintegrasi pada Pemerintah Kota Palembang","authors":"Fitri Isniaty, Apriansyah Putra","doi":"10.33022/ijcs.v12i6.3580","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3580","url":null,"abstract":"Era globalisasi turut membawa perubahan di arus teknologi dan telekomunikasi, terutama teknologi informasi di instansi pemerintah yang membawa perubahan positif pada pelayanan masyarakat. Salah satunya ialah diterapkannya layanan E-Government pada Dinas Pemerintah Kota Palembang, layanan tersebut ialah Aplikasi Sistem Informasi Kearsipan Dinamis Terintegrasi atau yang biasa disebut dengan SRIKANDI. Dalam penelitian yang bertujuan untuk menganalisis pengaruh perilaku pengguna terhadap keberlanjutan penerapan aplikasi tersebut, Theory of Planned Behavior menjadi teori dasar yang digunakan pada penelitian ini. Hasil Penelitian memperlihatkan bahwa variabel Social Influence, Trust E-Government dan Trust Propensity berpengaruh positif terhadap variabel Behavioral Intention yang kemudian variabel tersebut berpengaruh positif terhadap keberlanjutan penerapan aplikasi SRIKANDI","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"50 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139450494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Evaluasi Usability Dan User Experience Pada Aplikasi Transportasi Online Lokal Berdasarkan Karakteristik Generasi Z Menggunakan Metode User Experience Questionnaire Dan Cognitive Walkthrough","authors":"Salsabila Aqiyla Silmy, Dedy Kurniawan, Allsela Meiriza, Nabila Rizky Oktadini, P. Eka, Sevtiyuni, Universitas Sriwijaya","doi":"10.33022/ijcs.v12i6.3537","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3537","url":null,"abstract":"Ojin adalah aplikasi trasportasi online di Indralaya yang dibuat oleh putra putri Ogan Ilir. Potensi ketidakpuasan pengguna tidak dapat diabaikan hanya berdasarkan jumlah pengguna aplikasi. Oleh karena itu, sangat penting untuk menilai aplikasi ojin melalui metode seperti kuesioner pengalaman pengguna dan kognitif walkthrough. Penelitian ini bertujuan untuk memancarkan pengalaman pengguna dan mengukur tingkat kegunaan aplikasi Ojin berdasarkan karakteristik generasi Z menggunakan metode User Experience Questionnaire dan Cognitive Walkthrough. Hasil penelitian ini menemukan 31 masalah kegunaan. Masalah usability terbanyak ditemukan oleh responden 2 sejumlah 27 masalah. Enam skala penilaian UEQ mendapatkan hasil buruk pada lima kategori yaitu daya tarik (0,532), efisiensi (0,498), presisi (0,574), stimulasi (0,372), dan kebaruan (-0,109). Satu kategori pada tingkat kurang baik yaitu kejelasan (0,739). Perlu dilakukan perbaikan dan peningkatan kualitas aplikasi ojin mengacu pada saran rekomendasi perbaikan.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139451564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Penerapan Logika Fuzzy Untuk Analisis Tingkat Kepuasan Layanan Pelabuhan Domestik Sekupang Kota Batam","authors":"Joni Eka Candra, Refli Noviardi, Stefanus Eko Prasetyo, R. M. Burhan, Rushadi","doi":"10.33022/ijcs.v12i6.3558","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3558","url":null,"abstract":"Penelitian ini bertujuan untuk menganalisis dan mengetahui seberapa besar pengaruh tingkat layanan yang diberikan terhadap respon kepuasan bagi para penumpang kapal di pelabuhan domestik Sekupang kota Batam. Dalam kelancaran penelitian ini digunakan metode studi kepustakaan, observasi, dan penyebaran kuesioner dengan menggunakan skala likert, serta metode fuzzy. Berdasarkan analisis dan pembahasan yang dilakukan terhadap 50 orang responden, dengan metode skala likert responden menyatakan cukup puas. Ini berarti pelabuhan sekupang Kota Batam, cukup berhasil memberikan layanan yang terbaik atau cukup memuaskan kepada para penumpang, baik dari Dimensi Kehandalan, Dimensi Daya Tanggap, Dimensi Kepastian, Dimensi Empati dan Dimensi Berwujud secara keseluruhan konsumen merasa cukup puas, dengan rata-rata presentase sebesar 71 % (35,5 dari 50 responden).  Tidak jauh berbeda dengan hasil uji coba Fuzzy Logic metode Mamdani dilihat dari hasil nilai output untuk kepuasan konsumen sebesar 150 (dengan range 50-250) yang artinya tingkat kepuasan konsumen cukup puas akan pelayanan yang diberikan oleh Pelabuhan Sekupang Kota Batam.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"30 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139452134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Measurement of Employee Information Security Awareness: A Case Study of National Civil Service Agency","authors":"Ahmad Fadhil, Setiadi Yazid","doi":"10.33022/ijcs.v12i6.3640","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3640","url":null,"abstract":"National Civil Service Agency is a State institution tasked with the role and function of overseeing and implementing national civil servant management using information technology. There are 4.2 million civil servant data distributed throughout Indonesia that must be safeguarded by BKN. As the utilization of information systems grows, it also leads to an increase in information security risks. Based on the reports from Id-SIRTII/CC and BKN's internal report, there has been an increase in cyber attacks targeting BKN. In addition, there are other types of attacks that occur, such as online defacement, phishing, DDOS, and employee data theft, as well as the presence of employees who are still indifferent to information security. Based on this, the objective of this research is to measure the level of information security awareness among BKN employees and identify the factors that influence it. The Human Aspects of Information Security Questionnaire (HAIS-Q) using the Knowledge, Attitude, and Behavior (KAB) model was selected for measurement, with an additional focus on the Management of Information Systems/Technology Assets, consisting of a total of 75 statements. The quantitative measurements conducted yielded a result of 88.80% for the level of information security awareness among BKN employees, categorized as good. Furthermore, there is a significant influence on information security awareness from the dimensions of knowledge towards attitude, attitude towards behavior, and knowledge towards behavior.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"121 48","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139453853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Product Bundling Strategy for Office Supplies Retailer through Association Rules Mining: Comparative Study of Apriori and ECLAT Algorithms","authors":"Raymond Oetama","doi":"10.33022/ijcs.v12i6.3516","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3516","url":null,"abstract":"Our study aims to develop an effective bundled product promotion strategy for the office supply store to boost sales. The primary challenge is comprehending which product combinations align with customer preferences and cater to their needs. We leverage the Apriori and ECLAT algorithms for consistent rule generation, revealing robust associations between product purchases. Notably, a strong positive correlation rule emerges at a confidence level of 0.8, while at 0.9, no results are found. The identical rules derived from both algorithms signify their reliability. The shop owner employs two rules for bundled products based on a minimum Lift Ratio of 1.96. The first bundle focuses on 70gsm natural paper in Folio and Quarto sizes, capitalizing on their popularity, even though customers may prefer one size. The second bundle emphasizes notebooks, often bought together but in smaller quantities than paper products, reflecting diverse customer needs and behaviors.","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"120 22","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139453931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Entrepreneurial Knowledge, Self-Efficacy, and The Impact of The Environment on The Entrepreneurial Interests in Electronic Engineering Department Students","authors":"Jln. Khatib, Sulaiman Dalam, Indonesia Padang, Elsa Sabrina, Ganefri, Asmar Yulastri","doi":"10.33022/ijcs.v12i6.3565","DOIUrl":"https://doi.org/10.33022/ijcs.v12i6.3565","url":null,"abstract":"The purpose of this study was to demonstrate the potential impact of entrepreneurial knowledge, self-efficacy, and environmental factors on entrepreneurial interest. This study uses an explanatory research approach. The population is students of Universitas Negeri Padang, Department of Electronics Engineering, using a purposive sampling technique. A sample of 80 respondents was determined using accidental sampling technique. Data was collected using questionnaires and tests. Then the method used is purposive sampling and data collection using accidental sampling. The analytical tool used is multiple linear regression analysis. The results of the study show that entrepreneurship education, entrepreneurial self-efficacy and environmental factors influence interest in entrepreneurship","PeriodicalId":52855,"journal":{"name":"Indonesian Journal of Computer Science","volume":"24 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139455282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}