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Analisis Sentimen Ulasan Traveloka Menggunakan Metode Naïve Bayes Classifier dan Information Gain Kadek Yuni Suratri; I Gede Santi Astawa
Jurnal Nasional Teknologi Informasi dan Aplikasinya Vol. 3 No. 1 (2024): JNATIA Vol. 3, No. 1, November 2024
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JNATIA.2024.v03.i01.p08

Abstract

In the increasingly rapid digital era, Traveloka is present as an online travel agency that makes it easier for users to order and plan trips. Reviews left by users can reflect the user's experience in using the platform. Indirectly, reviews can also reflect user satisfaction. Therefore, it is important to carry out sentiment analysis of existing reviews so that you can improve service quality. This research examines the performance of the Information Gain feature selection in classifying the sentiment of Traveloka application reviews using the Naïve Bayes method. The research results show that classification using the Naïve Bayes model obtained an accuracy of 83%, precision of 81%, and recall of 98%. Meanwhile, classification with feature selection obtained an accuracy of 79%, precision of 76%, and recall of 100%. This shows that the feature selection performance has not been able to increase the accuracy value. 
The effect of information technology and service quality on customer loyalty of Bank Mandiri Jakarta Patra Jasa Branch Faif Yusuf; Ahmad Taufik; Aris Hidayat
Priviet Social Sciences Journal Vol. 1 No. 2 (2021): August
Publisher : Privietlab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55942/pssj.v1i2.103

Abstract

The formulation of the problem in this study is whether there is a simultaneous influence of information technology and service quality on customer loyalty at Bank Mandiri's Jakarta Patra Jasa branch. The aim is to determine the effect of information technology and service quality simultaneously on customer loyalty at Bank Mandiri's Jakarta Patra Jasa branch. This research includes associative research which states the relationship between two or more variables. The sample taken in this study uses Simple Random Sampling with a total sample of 100 samples who are customers at PT Bank Mandiri (Persero), Tbk Patra Jasa Jakarta Branch. The data analysis method used was qualitative analysis, validity and reliability tests, multiple linear regression, f test (together test), and t test (partial test). The results of the study using multiple linear regression there is an influence between information technology and service quality simultaneously on customer loyalty . F test has an effect between information technology and service quality simultaneously on customer loyalty . The t test (partial test) has an influence between information technology on customer loyalty and there is an influence between customer satisfaction and customer loyalty.
Information technology on employee performance with job satisfaction as a mediating variable Renhard, Kaleb; Indriastuti, Herning
Priviet Social Sciences Journal Vol. 6 No. 3 (2026): March 2026
Publisher : Privietlab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55942/pssj.v6i3.1647

Abstract

Information Technology on Employee Performance with Job Satisfaction as a Mediating Variable in the Sangasanga District, Kutai Kartanegara Regency. Under the guidance of Mrs. Dr. Herning Indriastuti, S.E., M.M.. This study examined the effect of information technology on employee performance, with job satisfaction serving as a mediating variable, in the Sangasanga District, Kutai Kartanegara Regency. A quantitative approach was employed, and data were collected through online questionnaires distributed to employees. The sample consisted of 40 staff members working at sub-district and district offices in Sangasanga. The data were analyzed using SmartPLS 3.0. The findings revealed that information technology had a positive but not statistically significant effect on employee performance. However, information technology had a positive and significant impact on job satisfaction, and job satisfaction significantly and positively influenced employee performance. Furthermore, information technology indirectly exerted a positive and significant effect on employee performance through job satisfaction as a mediating variable.
Disinformation propagation modeling in digital information warfare using hybrid GNN and LSTM Manurung, Jonson; Saragih, Hondor; Mardamsyah, Adam; Sinaga, Jeremia Paska
Journal of Intelligent Decision Support System (IDSS) Vol 9 No 1 (2026): March: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/idss.v9i1.345

Abstract

The rapid growth of digital information warfare has enabled the widespread dissemination of disinformation, posing serious challenges for detection systems. However, most existing approaches treat disinformation detection as a static classification problem and fail to consider the network structure and temporal dynamics of information spread. This study proposes a hybrid deep learning model that combines Graph Attention Networks (GAT) and Bidirectional Long Short-Term Memory (BiLSTM) with a cross-attention mechanism to capture both structural and temporal patterns of disinformation propagation.  The proposed model was evaluated using three datasets: the PHEME rumor dataset, a large-scale Twitter and X crisis dataset, and a synthetically generated defense simulation dataset. Experimental results show that the model achieves strong performance, with 92.47% accuracy in classification, 89.63% precision in cascade prediction, 87.91% F1-score in source identification, and a mean absolute error of 0.183 in predicting spread dynamics, outperforming several baseline methods. These findings demonstrate that integrating network-based and temporal modeling can significantly improve disinformation detection performance. Future research will focus on incorporating multimodal data, real-time processing, and cross-platform learning to enhance the robustness of the proposed approach.
OVERVIEW OF HEALTH INFORMATION MANAGEMENT EMERGENCY AND IMPLEMENTATION OF SISRUTE AT dr. H. MOCH. ANSARI SALEH BANJARMASIN GENERAL HOSPITAL RARA, RABIATUL ADAWIAH; Nurbaiti, Nurbaiti; Heriyadi, Muhammad; Nurhadijah, Nurhadijah
Jurnal Kajian Ilmiah Kesehatan dan Teknologi Vol 7 No 2 (2025)
Publisher : Politeknik Unggulan Kalimantan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52674/jkikt.v7i2.325

Abstract

RSUD dr. H. Moch. Ansari Saleh Banjarmasin, the number of patient referrals received through SISRUTE at Unit 119 has been operational since August 1, 2024, as part of strengthening digital-based emergency services. The utilization of SISRUTE, which is integrated with the Electronic Medical Record (ERM) system, supports the rapid and accurate exchange of clinical patient information. Based on data from August 1, 2024, to the end of December 2025, a total of 459 patients were referred through SISRUTE, where the referral data was documented in the ERM and used as a basis for the continuity of medical services at the receiving healthcare facility. These data indicate that the utilization of SISRUTE plays a vital role in supporting the smooth process of emergency patient referrals and enhancing coordination and service efficiency between healthcare facilities. This study is a qualitative research. Qualitative research in this study was used to identify the factors behind the return of medical record files based on the 5M framework (Man, Machine, Method, Material, and Money). According to Sugiyono (2018), qualitative research methods are used to examine natural object conditions, where the researcher serves as the key instrument, data collection techniques are carried out through triangulation (combined), data analysis is inductive, and the results emphasize meaning rather than generalization. The results of this study indicate that the Integrated Referral Information System (SISRUTE) has been implemented. SISRUTE is an information technology and internet-based health referral information system application designed to integrate and simplify the patient referral process between healthcare facilities, from primary levels (e.g., community health centers/clinics) to vertical hospitals or higher healthcare facilities online. The objective is to ensure that referrals are carried out quickly, accurately, effectively, and efficiently according to the patient's medical needs and the competence of the destination facility.
Integration of Website, RSS Feed, and Digital Signage to Support Public Information Relay Between Villages in Nusalaut District Salamoni, Thenny; Suatkab, Syukri Gazali; Tupalessy, Johanis; Ismail Pellu, Deny
International Journal of Science, Technology & Management Vol. 7 No. 1 (2026): January 2026
Publisher : Publisher Cv. Inara Colaboration with www.stie-sampit.ac.id

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46729/ijstm.v7i1.1417

Abstract

The rapid development of information technology has significantly influenced how information is distributed and accessed by communities. However, many rural areas still rely on conventional information media such as bulletin boards and printed announcements, which are inefficient and difficult to update. This research aims to design and implement an integrated public information system using websites, RSS feeds, and digital signage in Nusalaut District, Central Maluku Regency, Indonesia. The study uses a Research and Development (R&D) approach consisting of requirement analysis, system design, implementation, and system testing. The developed system integrates multiple village websites with RSS feed technology and cloud-based digital signage using Raspberry Pi as the media player. The results show that three digital signage units were successfully implemented in Nusalaut District Office, Ameth Village, and Nalahia Village. In addition, seven village websites and one district portal website were developed to support information distribution. The integration of RSS feed technology allows real-time relay of information from the district portal to digital signage and village websites. The proposed system improves the efficiency, accessibility, and timeliness of public information dissemination in rural areas.
Tailoring Organizational Needs: Application of Accounting Information System and Financial Management Feasibility Study Vidyasari, Rahmanita; Pratiwi, Desyria; Farhani, Nuraeni Hadiati; Hafiza, Vallida; Suhandana, Ariawan Andi
Jurnal Riset dan Aplikasi: Akuntansi dan Manajemen Vol. 8 No. 2 (2026): Jurnal Riset dan Aplikasi: Akuntansi dan Manajemen
Publisher : Jurusan Akuntansi Politeknik Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/jraam.v8i2.006

Abstract

Purpose: this study develops and evaluates the viability of a web-based Accounting Information System (AIS) for kindergarten financial management.Method: this study employed a descriptive qualitative methodology using a case study approach. Data were collected through interviews, observations, and document analysis, and the proposed accounting information system model was developed based on the identified institutional needs. The feasibility of the system was evaluated using the TELOS framework. Results: the web-based AIS, illustrated in flowcharts and associated with school conditions and regulations, can integrate budget planning, transaction recording, and financial reporting, producing accountable outputs consistent with SAK standards. Novelty: the innovation involves modifying the TELOS-based AIS feasibility study for kindergarten facilities to address specific problems and school conditions such as inadequate financial tracking and the need for tailored budgeting processes that reflect the specific operational challenges faced by early childhood education institutions.Contribution: The adoption of this system will enhance accountability, improve the accuracy of financial reporting, and reduce the risk of fraud. Abstrak: Menyesuaikan Kebutuhan Organisasi: Penerapan Sistem Informasi Akuntansi dan Studi Kelayakan Manajemen KeuanganTujuan: Penelitian ini mengembangkan dan mengevaluasi kelayakan sistem informasi akuntansi (SIA) berbasis web untuk pengelolaan keuangan taman kanak-kanak.Metode: Penelitian ini menggunakan metodologi kualitatif deskriptif dengan pendekatan studi kasus. Data dikumpulkan melalui wawancara, observasi, dan analisis dokumen, sedangkan model sistem informasi akuntansi yang diusulkan dikembangkan berdasarkan kebutuhan kelembagaan yang teridentifikasi. Kelayakan sistem dievaluasi menggunakan kerangka kerja TELOS.Hasil: AIS berbasis web, yang digambarkan dalam diagram alur dan disesuaikan dengan kondisi serta peraturan sekolah, dapat mengintegrasikan perencanaan anggaran, pencatatan transaksi, dan pelaporan keuangan, sehingga menghasilkan output yang akuntabel dan sesuai dengan standar SAK.Kebaruan: Inovasi ini melibatkan modifikasi studi kelayakan AIS berbasis TELOS untuk fasilitas taman kanak-kanak guna mengatasi masalah spesifik dan kondisi sekolah, seperti pelacakan keuangan yang tidak memadai serta kebutuhan akan proses penganggaran yang disesuaikan untuk mencerminkan tantangan operasional khusus yang dihadapi oleh lembaga pendidikan anak usia dini.Kontribusi: Penerapan sistem ini akan meningkatkan akuntabilitas, meningkatkan akurasi pelaporan keuangan, dan mengurangi risiko kecurangan.
THE INSTRUMENTS OF INFORMATION DISPUTE RESOLUTION IN INDONESIA Azis, Imron Rizki; Amin Daud, Aidir; Muhtaram, Ahmad; Majid, Pipit Somefotorono
Jurnal Al-Dustur Vol 9 No 1 (2026): JUNE
Publisher : Institut Agama Islam Negeri Bone

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30863/aldustur.v9i1.10449

Abstract

The term 'public information disclosure' began to receive attention in 2008, following the enactment of the Public Information Disclosure Law, which mandated the establishment of the Information Commission. This institution is expected to guarantee citizens’ rights to access information, including the resolution of information-related disputes. This study investigated the implementation and effectiveness of the existing regulations, with particular emphasis on the role and function of the Information Commission in resolving public information disputes in Indonesia. In addition, the research explored the distribution of judicial authority between the Information Commission and the judiciary. The findings revealed that the existence of the Information Commission has not yet fully ensured effective public information disclosure. Many disputes resolved by the Commission are further escalated to the courts, including to the Supreme Court at the cassation level. This process often causes delays for information requesters and is exacerbated by the non-compliance of certain public bodies with the Commission’s decisions. The study also examined the institutional status of both the Central and Regional Information Commissions. The establishment of regional commissions was found to lack independence, as their formation and status are not structurally integrated with the Central Commission. This research is significant as it centers on the resolution of information disputes and provides a comparative analysis of public information disclosure practices in Indonesia and in other countries such as Sweden, Canada, and Japan.
Integrating the Accounting Function into Cyber Risk Governance: A Proposed Organizational Framework to Strengthen Financial Information Protection in the Public Sector: Mengintegrasikan Fungsi Akuntansi ke dalam Tata Kelola Risiko Siber: Usulan Kerangka Kerja Organisasi untuk Memperkuat Perlindungan Informasi Keuangan di Sektor Publik Al-Ezzi, Assist. Prof. Dr. Ammar Ghazi Ibrahim
Indonesian Journal of Law and Economics Review Vol. 21 No. 1 (2026): February
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijler.v21i1.1523

Abstract

General Background The rapid digital transformation in the public sector has increased reliance on electronic financial information systems, raising concerns about cybersecurity threats to financial data integrity. Specific Background Cyber risk governance has emerged as a strategic necessity, yet the organizational positioning of the accounting function within such frameworks remains unclear. Knowledge Gap Existing governance structures inadequately define the role of accounting in managing financially significant cyber risks, leading to institutional and structural misalignment. Aims This study aims to examine the integration of the accounting function into cyber risk governance and to propose an organizational framework that strengthens financial information protection. Results The findings reveal a significant organizational gap characterized by the absence of formal accounting roles, weak coordination between cybersecurity and financial policies, and limited involvement of accounting in risk assessment. Novelty The study introduces a multidimensional organizational framework that systematically integrates accounting into cyber risk governance through structural, functional, policy, and monitoring dimensions. Implications The proposed framework supports improved financial data security, enhanced transparency, and stronger accountability in public sector governance, contributing to more reliable financial reporting systems Keywords: Cyber Risk Governance, Accounting Integration, Public Sector Governance, Financial Information Security, Organizational Framework Key Findings Highlights Structural exclusion of accounting roles limits coordination in digital risk management Policy misalignment creates uncertainty in protecting governmental financial data Multidimensional framework enables stronger institutional alignment and oversight
The Effect of Audit Delay on Information Asymmetry with Audit Opinion in Indonesian Listed Companies Sunaryo, Dede; Erdawati, Lena; Khikmah, Siti Noor; Simanjuntak, Daniel Nicson
The Es Accounting And Finance Vol. 4 No. 02 (2026): The Es Accounting And Finance (ESAF)
Publisher : Eastasouth Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/esaf.v4i02.962

Abstract

This study aims to examine the effect of audit delay on information asymmetry and audit opinion in public companies in Indonesia. Audit delay, defined as the time lag between the fiscal year-end and the issuance of the auditor’s report, is considered an important factor influencing the timeliness and reliability of financial reporting. This research adopts a quantitative approach using primary data collected from 35 respondents through structured questionnaires measured on a Likert scale. The data were analyzed using SPSS version 25, including descriptive statistics, validity and reliability tests, classical assumption tests, and multiple regression analysis. The results indicate that audit delay has a significant positive effect on information asymmetry, meaning that longer delays increase the information gap between management and stakeholders. In addition, audit delay also has a significant effect on audit opinion, suggesting that prolonged audit processes are associated with a higher likelihood of receiving less favorable audit opinions. The coefficient of determination shows that audit delay explains 51.1% of the variation in information asymmetry and 42.7% of the variation in audit opinion. These findings highlight the importance of timely audit completion in enhancing transparency, reducing uncertainty, and improving the credibility of financial reporting. The study contributes to the literature by providing empirical evidence from Indonesia and offers practical implications for companies, auditors, and regulators in improving audit efficiency and reporting quality.

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