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Implementasi Knowledge Management Menggunakan Model Big Data Untuk Media Sosial UMKM Putri Permata Sari; Tulas Novalima; Eka Indah Wahyuni
Journal Of Informatics And Busisnes Vol. 2 No. 4 (2025): Januari - Maret
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jibs.v2i4.2384

Abstract

The purpose of this research is to examine the Implementation of Knowledge Management Using the Big data Model for MSME Social Media. With the rapid growth of data generated from interactions on social media, MSMEs are faced with the challenge of managing information effectively to improve competitiveness. This research uses a qualitative approach. This approach aims to explore the meaning, understanding, concepts, characteristics, symptoms, symbols, and descriptions of a phenomenon. This model describes the synergistic relationship between big data and KM and provides a framework for SMEs to use big data through KM. This framework includes four constructs, namely, strategic use of big data, knowledge-guided big data project planning, IT solutions for SMEs, and new knowledge products. Research results The implications for big data practices for different types of businesses may not be the same. Analysis of various business cases shows that successful SMEs should not ignore big data opportunities, and exploit big data by placing emphasis on KM, rather than on sophisticated IT techniques or the sheer magnitude of data, to generate knowledge products that are valuable to the competition.
Evaluasi Keandalan Infrastruktur Cloud Computing Di Politeknik Belitung Untuk Mendukung Layanan Kampus Digital Dion Anugrah; Rizki Ananda; Eka Indah Wahyuni
Journal Of Informatics And Busisnes Vol. 3 No. 1 (2025): April - Juni
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jibs.v3i1.2441

Abstract

This study evaluates the reliability of cloud computing infrastructure at Belitung Polytechnic in supporting digital campus services. The evaluation was carried out by analyzing aspects of performance, security, and scalability of the cloud-based system used. The methods applied include measuring uptime, system response, and data security against cyber threats. The results of the study indicate that the cloud computing infrastructure at Belitung Polytechnic has a fairly high level of reliability, but there are still several obstacles related to latency and security that need to be improved. Recommendations for improvement are focused on optimizing the network, improving data encryption, and implementing a stricter monitoring system. With these improvements, it is hoped that digital campus services can run more efficiently and safely, supporting academic needs and campus operations optimally.
Pengembangan Sistem Informasi Manajemen Sekolah Berbasis Web untuk Meningkatkan Efisiensi Administrasi Pendidikan Eka Indah Wahyuni; Fatimah Muthmainnah; Bintang Permana; Tulas Novalima
Uranus: Jurnal Ilmiah Teknik Elektro, Sains dan Informatika Vol. 3 No. 2 (2025): Juni: Uranus: Jurnal Ilmiah Teknik Elektro, Sains dan Informatika
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/uranus.v3i2.802

Abstract

This research aims to develop a web-based school management information system that can improve the efficiency of education administration. In today's digital era, many schools face challenges in effective data and information management. This research uses a Systematic Literature Review (SLR) approach to identify and analyze relevant literature related to the development of web-based school management information systems. The results showed that the development of a web-based school management information system is generally able to improve the efficiency and effectiveness of education administration management, starting from data processing of students, teachers, finances, to reporting. The system supports transparency, speed of access and accuracy of information within the school environment. Although the results show consistent benefits, this research still has limitations in the number of sources and a relatively narrow study, so a broader and more in-depth follow-up study is needed.
ANALISIS SENTIMEN PENGGUNA TERHADAP APLIKASI GLINTS DI GOOGLE PLAY STORE MENGGUNAKAN METODE NAIVE BAYES Dinda Anggraini; Eka Indah Wahyuni
Jurnal Media Akademik (JMA) Vol. 3 No. 5 (2025): JURNAL MEDIA AKADEMIK Edisi Mei
Publisher : PT. Media Akademik Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62281/v3i5.1903

Abstract

Aplikasi pencarian kerja berbasis mobile telah menjadi alat penting bagi individu dalam mencari pekerjaan secara daring. Glints merupakan salah satu aplikasi populer di Indonesia yang menyediakan akses terhadap lowongan kerja, magang, dan pengembangan karier. Persepsi dan pengalaman pengguna terhadap kualitas aplikasi tercermin melalui ulasan yang tersedia di Google Play Store. Penelitian ini bertujuan untuk melakukan analisis sentimen pengguna terhadap aplikasi Glints, dengan mengklasifikasikan opini ke dalam kategori positif dan negatif menggunakan metode Naive Bayes. Data dikumpulkan melalui proses web scraping terhadap ulasan pengguna dalam rentang waktu November 2024 hingga April 2025. Setelah proses seleksi dan pelabelan berdasarkan skor rating, data teks diproses melalui tahapan preprocessing yang mencakup casefolding, text cleaning, text normalization, stopword removal, stemming, dan tokenizing. Representasi fitur dilakukan menggunakan metode Term Frequency–Inverse Document Frequency (TF-IDF) dengan pendekatan bigram dan nilai min_df sebesar 3. Model dikembangkan menggunakan algoritma Multinomial Naive Bayes dan dievaluasi menggunakan metrik akurasi, precision, recall, f1-score, serta confusion matrix. Hasil evaluasi menunjukkan bahwa model mencapai akurasi sebesar 87%, precision 87%, recall 87%, dan f1-score 86%. Selain itu, hasil klasifikasi menunjukkan bahwa mayoritas sentimen pengguna terhadap aplikasi Glints bersifat positif, dengan 935 ulasan positif (78,57%) dan 255 ulasan negatif (21,43%). Temuan ini menunjukkan bahwa metode Naive Bayes efektif dalam mengklasifikasikan opini pengguna dan dapat diterapkan sebagai pendekatan yang efisien dalam analisis sentimen berbasis ulasan teks.
Improving the Performance of Goods and Services Procurement through the Implementation of the SPSE INAPROC System at the Regional Secretariat of Belitung Regency Eka Indah Wahyuni; Tulas Novalima
INFOKUM Vol. 13 No. 06 (2025): Infokum
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58471/infokum.v13i06.3059

Abstract

This research is intended to provide an overview of how improving the performance of goods and services procurement can be achieved through the utilization of the SPSE INAPROC System at the Regional Secretariat of Belitung Regency. The utilization of this electronic system is considered a strategic step to implement a more open, efficient, and accountable procurement process. The research used a descriptive qualitative method by collecting data through interviews, observations, and document reviews related to procurement activities. The findings show that SPSE INAPROC helps speed up the administrative flow, evaluate the quality of documentation, and reduce the potential for manual errors that previously often appeared. In addition, the system expanded supplier involvement and increased the level of public disclosure of procurement-related information. However, the study also found that there were constraints including limited human resource capacity, technical understanding of suppliers, and network and infrastructure factors. Overall, the implementation of INAPROC's SPSE has made an important contribution to improving procurement performance, although various supporting aspects still need to be strengthened.
Evaluasi Implementasi Teknologi Informasi dalam Proses Pembelajaran di Sekolah Kabupaten Belitung: Antara Inovasi dan Kesiapan Sumber Daya Eka Indah Wahyuni
DIAJAR: Jurnal Pendidikan dan Pembelajaran Vol. 5 No. 1 (2026): Januari 2026
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/diajar.v5i1.6057

Abstract

Digital transformation in education has encouraged the integration of information technology as an essential component of the teaching and learning process. However, the implementation of educational digitalization has not been evenly distributed, particularly in archipelagic regions that face infrastructural limitations and geographical challenges. This study aims to evaluate the implementation of information technology in learning activities and to examine the readiness of educational resources in schools in Belitung Regency. A quantitative approach with a descriptive-evaluative method was employed. Data were collected from 150 respondents, consisting of teachers and students from five schools, through Likert-scale questionnaires, observations, and documentation. Data analysis was conducted using descriptive statistics and Pearson correlation analysis. The results indicate that the level of information technology implementation is categorized as high, while the readiness of educational resources is also high, despite infrastructural support remaining at a moderate level. Correlation analysis reveals a strong positive relationship between information technology implementation and educational resource readiness. These findings suggest that teacher motivation and competence, school culture, and institutional policy support are capable of compensating for existing technical limitations. This study contributes to the literature by offering a holistic evaluative approach that assesses the success of educational digitalization not only in terms of technological availability, but also through the integration of human resource readiness, pedagogical practices, and local policy contexts in archipelagic regions.
EVALUASI IMPLEMENTASI SRIKANDI DI DPPKBPMD KABUPATEN BELITUNG Dinda Anggraini; Eka Indah Wahyuni
Jurnal Informatika dan Teknik Elektro Terapan Vol. 14 No. 1 (2026)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v14i1.8530

Abstract

SRIKANDI sebagai sistem persuratan dan kearsipan elektronik mendukung implementasi Sistem Pemerintahan Berbasis Elektronik (SPBE). Evaluasi implementasinya di tingkat daerah penting untuk menilai kualitas sistem, informasi, layanan, penggunaan, kepuasan pengguna, dan manfaat yang dihasilkan. Penelitian ini menggunakan pendekatan kualitatif deskriptif dengan wawancara, dianalisis menggunakan model Miles dan Huberman, serta dievaluasi dengan model DeLone dan McLean. Hasil menunjukkan kualitas sistem cukup baik dari aspek fleksibilitas, kemudahan penggunaan, dan keamanan, namun keandalan terpengaruh gangguan jaringan dan maintenance. Kualitas informasi relevan dan tepat waktu, kualitas layanan responsif melalui dukungan teknis, dan penggunaan sistem tinggi karena bersifat mandatory. Pengguna menunjukkan kepuasan cukup baik dengan harapan peningkatan fitur. Secara keseluruhan, SRIKANDI memberikan manfaat berupa efisiensi kerja, pengelolaan arsip lebih tertata, dan pengurangan penggunaan kertas. Kesimpulannya, penerapan SRIKANDI efektif namun perlu peningkatan stabilitas sistem untuk mendukung kinerja administrasi optimal.