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INFORMATION GAIN PADA ALGORITMA C4.5 UNTUK KLASIFIKASI PENERIMAAN BANTUAN PANGAN NON TUNAI (BPNT) Saputra, Rizal Amegia; Wasiyanti, Sri; Pribadi, Denny
Indonesian Journal of Business Intelligence (IJUBI) Vol 4 No 1 (2021): Indonesian Journal of Business Intelligence (IJUBI)
Publisher : Universitas Alma Ata

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21927/ijubi.v4i1.1757

Abstract

Masalah kemiskinan diberbagai belahan dunia khususnya indonesia menjadi persoalan serius yang menjadi pusat perhatian pemerintah saat ini. Berbagai cara telah di lakukan oleh pemerintah untuk menekan angka kemiskinan meningkat, salah satunya memberikan bantuan kepada masyarakat miskin melalui perogram Bantuan Pangan Non Tunai (BPNT). Namun pemangku kepentingan memiliki permasalahan yang terjadi dilapangan yaitu sulitnya mengklasifikasikan data yang menerima bantuan sehingganya mengakibatkan kurang tepatnya sasaran dalam memberikan bantuan. Dalam  penelitian ini menerapkan algoritma C4.5 dengan split kriteria information gain, algoritma C4.5 adalah salahsatu algoritma terbaik pada algoritma klasifikasi, dan dataset yang didapat pada tahun 2018 pada Desa Nagrak Utara Sukabumi sebanyak 130 data. Model pohon keputusan yang dihasilkan dari penerapan algoritma C4.5 yaitu menghasilkan akurasi sebesar 91.54% dengan nilai AUC 0.986, dengan demikian algoritma C4.5 untuk klasifikasi penentukan penerimaan BPNT itu termasuk algoritma Sangat Baik, karena range AUC diantara 0.90-1.00.
The Impact of the Virality of the Presidential Diploma Issue in the Era of Information Disruption on the Governance of Indonesian State Administration Siregar, Barham
PERSPEKTIF Vol. 15 No. 1 (2026): PERSPEKTIF January
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/perspektif.v15i1.16274

Abstract

The era of information disruption has brought significant changes to governance, particularly in terms of transparency, accountability, and public legitimacy. The virality of the presidential diploma issue in Indonesia serves as a concrete example of how a personal issue can escalate into a national debate, impacting public trust in the government. This study aims to describe the process of the presidential diploma issue's virality within the context of information disruption and analyze its impact on legitimacy and governance in Indonesia. The method used was a qualitative case study design. Data were obtained from academic literature, mass media coverage, social media content, and independent online media. Data collection techniques included documentation studies, digital discourse observations, and interviews. Data analysis employed a critical discourse analysis approach, emphasizing how narratives are produced, distributed, and received in the digital public sphere. The results show that the issue's virality is shaped through the interaction between social media algorithms, online media framing, and the involvement of political actors. This issue has resulted in declining public trust and weakening government legitimacy, despite formal clarification. The government's response has been deemed slow, reactive, and has not fully utilized regulations on information disclosure or the public document digitization system.
Bibliometric Analysis of Author Collaboration in Khizanah al-Hikmah: Journal of Library, Information and Archival Science in 2018-2022 Nurmuawiyah, Nurmuawiyah; Habsyi, Sitti Husaebah Pattah
Inkunabula: Journal of Library Science and Islamic Information Vol. 4 No. 2 (2025): September
Publisher : Jurusan Ilmu Perpustakaan dan Informasi Islam Universitas Islam Negerin Datokarama Palu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24239/inkunabula.v4i2.3948

Abstract

This study presents a bibliometric analysis of author collaboration in Khizanah al-Hikmah: Jurnal Ilmu Perpustakaan, Informasi dan Kearsipan from 2018 to 2022. The objective is to determine the level of author collaboration, identify the most frequent collaborating authors, and examine which institutions are most actively involved in collaborative research published in the journal during the stated period. This research employed a quantitative approach. The sample consisted of all 98 articles published in the journal between 2018 and 2022. Data collection and processing were conducted from August to December 2023 using the Publish or Perish application. Data analysis was carried out using VOSviewer and bibliometric techniques based on Subramanyam's formula for measuring collaboration. The findings reveal a high level of author collaboration, with a collaboration index of 0.73 (73%). A total of 72 articles were produced through collaborative research, while 26 were authored individually. The author named Tupan emerged as the most collaborative contributor, having co-authored eight published articles during the study period. This indicates that Tupan has made significant contributions to the journal's scholarly development. Furthermore, Universitas Indonesia was identified as the most frequently collaborating institution, contributing eight articles (11.1%) of the 35 documented in the journal from 2018 to 2022. Abstrak Tujuan penelitian ini adalah untuk mengetahui tingkat kolaborasi pengarang, mengidentifikasi pengarang yang paling sering melakukan kolaborasi, serta mengkaji lembaga-lembaga yang paling aktif terlibat dalam riset kolaboratif yang dipublikasikan dalam jurnal tersebut. Penelitian ini menggunakan pendekatan kuantitatif. Sampel penelitian terdiri atas seluruh artikel yang diterbitkan dalam kurun waktu tersebut, yaitu sebanyak 98 artikel. Pengumpulan dan pengolahan data dilakukan pada bulan Agustus hingga Desember 2023 menggunakan aplikasi Publish or Perish. Analisis data dilakukan dengan bantuan VOSviewer serta teknik bibliometrik berdasarkan rumus kolaborasi Subramanyam. Hasil penelitian menunjukkan bahwa tingkat kolaborasi pengarang tergolong tinggi, dengan indeks kolaborasi sebesar 0,73 (73%). Sebanyak 72 artikel dihasilkan melalui kolaborasi, sementara 26 artikel ditulis secara individu. Penulis bernama Tupan merupakan pengarang yang paling sering berkolaborasi, dengan total 8 artikel yang diterbitkan dalam jurnal selama periode penelitian. Hal ini menunjukkan bahwa Tupan memberikan kontribusi signifikan terhadap perkembangan keilmuan dalam jurnal tersebut. Selain itu, Universitas Indonesia teridentifikasi sebagai lembaga yang paling sering terlibat dalam kolaborasi, dengan kontribusi sebanyak 8 artikel (11,1%) dari total 35 lembaga yang tercatat melakukan kolaborasi pada jurnal ini selama tahun 2018 hingga 2022.
Satu Postingan Bisa Masuk Penjara: Edukasi Kupas Tuntas UU ITE di MAN 2 Samarinda: One Post Can Lead You to Prison: An In-Depth Educational Discussion on the Electronic Information and Transaction Law for Students at MAN 2 Samarinda Bimankalid, Triandi; Sandy, Aisyah Trees; Sharla, Difa Novika; Mahrani, Maulidiyah
DARMADIKSANI Vol 5 No 4 (2025): Edisi Desember
Publisher : Jurusan Pendidikan Bahasa dan Seni, FKIP, Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/darmadiksani.v5i4.9066

Abstract

Perkembangan teknologi digital telah mendorong meningkatnya penggunaan media sosial di kalangan pelajar, termasuk siswa MAN 2 Samarinda. Aktivitas digital yang tidak diimbangi literasi hukum digital menyebabkan siswa berpotensi melakukan pelanggaran terhadap Undang-Undang Informasi dan Transaksi Elektronik (UU ITE). Kegiatan Pengabdian kepada Masyarakat (PKM) ini bertujuan memberikan edukasi komprehensif mengenai UU ITE dan etika bermedia sosial untuk meningkatkan pemahaman dan kesadaran siswa terhadap risiko hukum dari aktivitas daring. Metode kegiatan meliputi analisis masalah, edukasi, evaluasi. Hasil kegiatan menunjukkan peningkatan signifikan pada pemahaman siswa mengenai pasal-pasal UU ITE dan kemampuan mengidentifikasi konten yang berpotensi melanggar hukum. Kegiatan ini diharapkan menjadi model edukasi literasi hukum digital yang dapat direplikasi di sekolah lain.
A Comprehensive Study of Information Security Principles, Threats, and Organizational Protection Measures Paiman, Mukhtar Ahmad; Afghan, Serajulhaq; Himmat, Abdul Karim
LogicLink Vol. 2 No. 2, December 2025
Publisher : Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28918/logiclink.v2i2.13154

Abstract

Information security has become a vital specification and element in modern digital and electronic environments as organizations, governments, and individuals at an accelerating rate rely on information systems to fulfill indispensable operations. The rapid growth of digital communication, cloud computing, mobile technologies, and the Internet of Things (IoT) has augmented the volume of data generated and transmitted, making it more susceptible to cyber threats. Information security underscores on protecting data confidentiality, integrity, and availability through a synthesis of technical, organizational, and human-centered measures. This abstract provides summary of key elements of information security, examines major emerging threats, and highlights the importance of embracing comprehensive security frameworks. Cyberattacks such as ransomware, phishing, Distributed Denial of Service (DDoS), and social engineering have become more advanced, addressing system susceptibilities and human behavior. These attacks can result in financial loss, data breaches, reputational damage, and operational disruption. As a result, organizations must carry out robust security frameworks, including encryption, access control mechanisms, multi-factor authentication, intrusion detection and prevention systems, firewalls, and progressive system tracking. In addition, the integration of artificial intelligence and machine learning has enhanced cybersecurity capabilities by enabling automated threat detection and predictive analysis. However, besides technological advancements, human factors remain a major cause of security breaches. Employee negligence, weak passwords, lack of awareness, and susceptibility to social engineering attacks continue to undermine security efforts. Therefore, effective information security needs not only advanced tools but also strong organizational policies, regular training programs, and a special way of security awareness. Overall, information security is a flexible and evolving field that requires a nonstop adaptation to new threats and technologies. A holistic approach that brings togethar technical solutions, human-centered techniques, and regulatory compliance is essential for safeguarding digital assets and ensuring the resilience of information systems in an increasingly interconnected world.
PERBANDINGAN EFEKTIVITAS PENGGUNAAN BUILDING INFORMATION MODELLING (BIM) TANPA DAN DENGAN KECERDASAN BUATAN (AI) DALAM PROSES DESAIN ARSITEKTUR putri, jessica fitriani; Binarti , Floriberta
Agora : Jurnal Penelitian dan Karya Ilmiah Arsitektur Usakti Vol. 23 No. 2 (2025)
Publisher : Universitas Trisakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25105/v23i2.22858

Abstract

Kemajuan teknologi Building Information Modelling (BIM) telah mengubah praktik desain  arsitektur  dan  konstruksi,  namun  penerapannya  masih  menghadapi keterbatasan  pada  aspek  analisis  prediktif,  kolaborasi,  dan  efisiensi  proses. Integrasi kecerdasan buatan (AI) dalam BIM muncul sebagai solusi potensial, tetapi riset mengenai perbandingan  langsung antara  BIM tanpa AI dan  BIM dengan AI masih  terbatas.  Penelitian  ini  bertujuan  mengidentifikasi  perbedaan  efektivitas kedua pendekatan tersebut melalui tinjauan literatur sistematis dan analisis studi kasus embedded dari proyek nyata. Metode penelitian menggunakan comparative literature  review  dengan  pendekatan  PRISMA-light  dan  analisis  tematik berdasarkan indikator efisiensi desain, deteksi konflik, estimasi energi, kolaborasi, serta manajemen risiko Hasil kajian menunjukkan bahwa penggunaan AI pada BIM dapat  meningkatkan  kecepatan  desain,  sekaligus  menurunkan  pekerjaan  ulang hingga sekitar 35% berdasarkan studi kasus  industri. serta menghasilkan prediksi energi  hingga  95%.  Penelitian  ini menghasilkan model  komparatif  BIM–AI  yang memperkuat  fungsi  analitis  dan  prediktif  dalam  proses  desain.  Keterbatasan mencakup  ketergantungan  pada  data  sekunder  dan  ketiadaan  pengukuran kuantitatif  primer.  Studi  lanjutan  perlu memvalidasi model melalui  data  proyek nyata dan analisis kuantitatif. 
Implementing the Scrum Method for Developing a Population Information System Wahyu Setyaningsih, Putry; Witanti, Arita; Widatama, Krisna
Jurnal Sistem Cerdas Vol. 8 No. 2 (2025)
Publisher : APIC

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37396/jsc.v8i2.378

Abstract

The adoption of Population Information System is crucial to enhance work effectiveness and serves as a manifestation of transparency in population data management. The complexity from design to implementation of such a population information system poses its own challenges. There are at least three main issues in system design, namely time estimation, team management, and ensuring the quality of system being developed. These issues must be addressed early on to prevent potential team management problems during the design and development stages of the application. One suitable method that can be employed for the design of the population information system is the Scrum methodology. Scrum is a software development framework that emphasizes a collaborative and adaptive approach. It falls under the Agile methodology, aiming to produce products that are more responsive to changes and enabling teams to adapt quickly in a dynamic environment. Scrum also promotes transparency in the development process, aiding in monitoring system progress and information accuracy. Through the implementation of the Scrum methodology, it is expected that the design of the Population Information System can be well-managed, preventing the issues mentioned earlier. Moreover, the application of the Scrum methodology in designing the population information system is a tangible step in the implementation of large-scale application development projects. It is envisioned that Scrum could replace the traditional Waterfall methodology, which has been commonly used until now.
Analysis of Public Policy Implementation on Population Information Digitalization at The North Bekasi District Office Sugeng, Willy Gunardi; Subagja, Iwan Kurniawan; Hakim, Azis
Dinasti International Journal of Management Science Vol. 7 No. 2 (2025): Dinasti International Journal of Management Science (November - December 2025)
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/dijms.v7i2.5795

Abstract

The purpose of this study is to analyze the implementation of population information digitalization at the North Bekasi District Office. This study is a qualitative study with structured interviews with 5 informants. The results of the research that has been conducted show that: (1) The implementation of the population information digitalization policy in North Bekasi District still faces obstacles in the implementation of SIAK, such as low competence of service officers, infrastructure that does not meet specifications, unstable internet networks, and socialization and counseling that are not carried out continuously, making the community not understand the procedures that must be carried out in processing population documents. (2) Factors that influence the implementation of the population information digitalization policy in North Bekasi District, include: support, capacity, and value. (3) Strategies that need to be implemented by the apparatus in North Bekasi District in determining the success or failure of implementing the information digitalization policy in their area include: the need to implement minimum service standards as a reference in the performance of the administration of the population administration sector in order to improve the quality of services to the public, the need for improvements in the management of administrative services in North Bekasi District, the need to improve facilities and infrastructure supporting public services, and the need to add service officers, both honorary and contract, and the budget for implementing activities needs to be increased in order to anticipate the increasing number of people using services.
Influence of Workload, Information Technology Usage, and Work Environment on Employee Performance at Cileunyi District Office, Bandung Regency Qodarisman, Rahmat; Jaya, Rama Chandra
Dinasti International Journal of Management Science Vol. 7 No. 2 (2025): Dinasti International Journal of Management Science (November - December 2025)
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/dijms.v7i2.5961

Abstract

Human resources constitute a critical element in organizational functioning, as one of the primary determinants of an organization's success is the managerial capacity to coordinate all employees, enabling them to contribute effectively to every operational process in pursuit of established goals. Fundamentally, the advancement or even regression of an organization is determined by the quality of its human capital. This study aims to analyze the influence of workload, information technology usage, and work environment on employee performance at the Cileunyi District Office. A quantitative approach employing descriptive and verificative methods was utilized. Data were collected via questionnaires distributed to all 43 employees and analyzed using multiple linear regression with SPSS version 30. Field findings indicate that employee performance at Cileunyi District remains suboptimal, attributable to a workload imbalance relative to staff numbers, uneven employee proficiency and comprehension in utilizing information technology, and a work environment that is no longer adequate. The derived regression equation, Y = 11.058 + 0.903X₁ + 1.050X₂ + 0.317X₃ + e, demonstrates that all three variables exert a positive influence on employee performance, albeit with varying degrees of impact. Specifically, information technology usage and workload show substantially higher coefficients, whereas the work environment exhibits a comparatively lower coefficient. A correlation coefficient (R) of 0.863 indicates a very strong relationship between workload, information technology usage, work environment, and employee performance. Furthermore, the coefficient of determination (R²) reveals that the combined contribution of these three variables accounts for 74.5% of the variance in employee performance, while the remaining 25.5% is influenced by other factors not examined in this study.
Digital Ethics, Quality Information and Data Privacy as Pillars of Brand Image Building in Sustainable Digital Economy: A Conceptual Study Siregar, Akhmad Irwansyah
Dinasti International Journal of Management Science Vol. 7 No. 2 (2025): Dinasti International Journal of Management Science (November - December 2025)
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/dijms.v7i2.6083

Abstract

Massive digital transformation has change paradigm marketing from just promotion product become management trust and responsibility answer ethics in the digital space. In the context of sustainable digital economy, image brand No Again only built through quality product or service, but also through commitment company to ethics, transparency, and protection privacy consumers. Conceptual study This aim For analyze role digital ethics, quality information and data privacy as the main pillars in formation image sustainable brands in the digital economy era. Through approach theoretical and synthetic literature latest research​ This highlight that digital ethics plays a role in create trust and credibility brand; quality information determine perception accuracy and reliability digital communication; whereas data privacy becomes foundation in building a sense of security and loyalty consumers. Third aspect the contribute to formation image brands that are not only competitive in a way economy, but also sustainability oriented​ social and moral. This study expected can enrich treasury theory ethical digital marketing as well as become reference for company in designing communication strategies responsible brands​ Responsible in the era of sustainable digital economy.

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