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A critical review of information retrieval techniques: current trends and challenges D. Patil, Sanket; Aalam, Zahir
International Journal of Informatics and Communication Technology (IJ-ICT) Vol 15, No 2: June 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijict.v15i2.pp456-464

Abstract

The realm of information retrieval is witnessing transformative advancements, driven by the integration of deep learning techniques, specialized algorithms, and domain-specific applications. Information retrieval systems play an important role in many applications including in the Artificial Intelligence powered systems that can be seen in many applications. Information Retrieval, generally, acts an important task in the knowledge discovery phase of any query based intelligent system. This paper presents a comprehensive review by conducting a detailed analysis of the technological nuances, dataset specifications, and pivotal findings. This detailed review has been done with the special emphasis on the kind of technology used to achieve accurate information retrieval, domain of the study, and the system’s ability to retain or work with tables and figures, among other parameters. Navigating through the rich tapestry of methodologies, the paper underscores the pivotal role of deep learning frameworks in revolutionizing traditional retrieval paradigms. Furthermore, it sheds light on the innovative integration of textual information, algorithmic advancements, and specialized datasets to enhance the efficacy and granularity of information retrieval mechanisms.
LIVED EXPERIENCES OF HEALTH INFORMATION PROCESSING AMONG TYPE 2 DIABETES MELLITUS PATIENTS IN BANDUNG CITY: A PHENOMENOLOGICAL STUDY Solihin, Olih; rantona, Safutra; Sovianti, Rina; Kurniawan, Rio
International Archives of Medical Sciences and Public Health Vol. 7 No. 1 (2026): International Archives of Medical Sciences and Public Health
Publisher : Pena Cendekia Insani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53806/iamsph.v7i1.1436

Abstract

Health literacy plays an essential role in effective self-management of type 2 diabetes mellitus (T2DM). There is insufficient research in the qualitative literature on health information processing among Indonesian urban populations seeking primary healthcare. This exploratory phenomenological study aimed to explore the lived experience of seven adults with T2DM in Bandung, Indonesia, in relation to health information processing and barriers to understanding. The data were collectedvia in-depth interviews (December 2025-January 2026) and analyzed using reflexive thematic analysis. Considering the sample size of seven individuals purposefully selected, the results can be considered preliminary and non-generalizable. Four main themes arose from the analysis: (1) varied sources of health information and variable abilities to evaluate health information sources; (2) comprehension barriers due to technical medical language without sufficient context; (3) barriers to patient-health worker communication because of structural, linguistic, and cultural factors; and (4) various influences of digital media and peer socialization on health behavior. It was identified that health literacy is a continuum process, which depends not only on personal characteristics of patients but also on the communicative setting of medical consultations. Recommended actions for addressing the problem include health workers’ training on patient-centered communication (e.g., teach-back technique), development of online resources
The Impact of Digital Information Overload on the Financial Performance Efficiency of Micro-Entrepreneurs in the Social Media Era Wibisono, Gunawan; Qosidah, Nanik
Jurnal Ilmiah Manajemen, Ekonomi dan Bisnis Vol. 3 No. 3 (2024): JIMEB
Publisher : Universitas Sains dan Teknologi Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/fkjj4d98

Abstract

The increasing use of social media in micro-enterprise activities has expanded access to business information while simultaneously creating digital information overload that may affect the quality of financial decision-making. This study aims to examine the effect of digital information overload on the financial performance efficiency of micro-entrepreneurs. A mixed-method approach with an explanatory sequential design was employed, involving 100 respondents for quantitative analysis using a five-point Likert-scale questionnaire and 10 informants for in-depth interviews conducted in 2025. Quantitative data were analyzed using simple linear regression, while qualitative data were examined through thematic analysis to enrich the interpretation of statistical findings. The results indicate that digital information overload significantly influences financial performance efficiency, particularly through information intensity, complexity, and processing difficulties that affect decision accuracy and cost management. This study contributes to the understanding of financial decision-making behavior in the digital era and provides practical implications for micro-entrepreneurs to manage information flows more selectively and strategically in order to enhance financial performance.
The role of information technology in improving the performance of village owned enterprises Suadma, Udin; Sari, Gema Ika; Rustandi, Tata
Lentera Negeri Vol. 7 No. 1 (2026): Lentera Negeri
Publisher : Indonesian Institute For Counseling, Education and Therapy

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/991710

Abstract

This study examines the role of information technology (IT) in improving the performance of rural enterprises, with a specific focus on Village-Owned Enterprises (BUMDes) in Banten Province, Indonesia. While digital transformation has reshaped business practices, many rural enterprises continue to rely on manual systems, limiting efficiency, transparency, and competitiveness. This study adopts a qualitative narrative literature review approach to synthesize existing knowledge on IT adoption and organizational performance in rural enterprise contexts. The review draws on approximately 30–40 academic sources published between 2014 and 2026, including peer-reviewed journal articles, books, and institutional reports retrieved from databases such as Google Scholar, Scopus, and SINTA. Data were analyzed using content and thematic analysis to identify recurring patterns and conceptual relationships. The review identifies four dominant themes linking IT adoption to rural enterprise performance: operational efficiency, data-informed decision-making, financial transparency, and business competitiveness. Rather than providing direct empirical evidence, this study integrates prior findings to develop a conceptual framework that explains how IT contributes to performance improvement under varying levels of digital readiness. The study contributes by offering a synthesized and integrative perspective on IT adoption in rural enterprises and by proposing a framework that highlights the roles of digital literacy, infrastructure readiness, and institutional support as enabling conditions. However, as a literature-based review, this study does not establish causal relationships and should be interpreted as a conceptual foundation that requires further empirical validation.
Asymmetric Information And Non-Performing Loans At Indonesian Bank Pratesya, Ni Luh Gita; Gorda, Anak Agung Ngurah Oka Suryadinatha
Jurnal Minds: Manajemen Ide dan Inspirasi Vol 12 No 2 (2025): December
Publisher : Management Department, Universitas Islam Negeri Alauddin Makassar, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/minds.v12i2.61783

Abstract

This study aims to analyze asymmetric information and non-performing loans in the Micro Community Business Credit program at Indonesian Bank. This study contributes to the understanding of how information imbalance, moral hazard, side streaming, credit appraisal, field monitoring, and managerial leadership interact in microcredit risk management. A descriptive qualitative approach was employed through in-depth interviews, observation, and documentation. The informants were selected purposively. The study also examined internal credit development data from July to December 2024. The findings show that non-performing loans are caused by internal bank limitations, customer-related factors, and external economic pressures. The study implies that strengthening post-disbursement monitoring, customer financial education, relational supervision, and adaptive leadership is essential to reduce credit risk.
Analysis of Factors Associated with the Utilization of Reproductive Health Information Among Adolescents in Siak District in 2024 Zuliyana, Zuliyana; Fraselia Putri S, Anggia; Elektrina, Oktaliza; Angraini, Vera
Indonesian Research Journal on Education Vol. 5 No. 4 (2025): Irje 2025
Publisher : Fakultas Keguruan dan Ilmu Pendidikan, Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/irje.v5i4.4357

Abstract

Adolescent reproductive health problems remain a global and national concern, particularly in relation to access to and utilization of reproductive health information. Inadequate utilization of reproductive health information among adolescents may contribute to risky sexual behaviors, early marriage, sexually transmitted infections, and unintended pregnancies. This study aimed to analyze the factors associated with the utilization of reproductive health information among adolescents in Siak District, Siak Regency, Riau Province, in 2024. This study employed an analytic observational design with a cross-sectional approach. The study population consisted of adolescents aged 15–19 years, and samples were selected using proportional random sampling techniques. Data were collected through structured questionnaires and analyzed using univariate analysis, bivariate analysis with the Chi-square test, and multivariate logistic regression analysis. The results indicated that knowledge, attitudes, access to information media, peer support, parental roles, and support from health workers were significantly associated with the utilization of reproductive health information (p < 0.05). Access to information media was identified as the most dominant factor influencing the utilization of reproductive health information among adolescents. Strengthening adolescent-friendly information services, enhancing family support, and implementing digital health literacy interventions are recommended to improve adolescents’ utilization of reproductive health information.
ANALYSIS OF PURCHASING ACCOUNTING INFORMATION SYSTEM FOR INVENTORY PROCUREMENT EFFICIENCY AT CV. EKATUNGGAL TIMUR MANADO Archelia Avril Margareth Dalisang; Dominikus Andreo Maryadi; Sintia Nurani Korompis
AKUNTANSI DEWANTARA Vol 10 No 1 (2026): Vol 10 No 1 (2026): AKUNTANSI DEWANTARA VOL. 10 NO 1 APRIL 2026
Publisher : Universitas Sarjanawiyata Tamansiswa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30738/ad.v10i1.22573

Abstract

This study aims to analyze the implementation of a purchasing accounting information system to improve the efficiency of the inventory procurement process. This study uses a qualitative descriptive approach with CV. Ekatunggal Timur Manado as the object. Data was obtained through observation, semi-structured interviews with the purchasing, warehouse, and accounting departments. Data were then analyzed using a descriptive approach, internal control checklist, and efficiency indicators. The results show that the system has been running with the support of ERP and fairly structured procedures. However, the system is not optimal due to the lack of clear separation of duties, lack of system integration, and communication constraints between divisions. In addition, delays from suppliers also impact inventory imbalances such as overstock and stockouts. The results of this study indicate that the effectiveness of the purchasing accounting information system is greatly influenced by the quality of internal control and system integration. Therefore, the company needs to strengthen the separation of duties, improve ERP integration, and improve coordination between divisions to improve procurement efficiency. This study offers a more focused analysis of the relationship between the purchasing accounting information system, internal control, and procurement efficiency in the context of a distribution company.
Implementasi Konsep Building Information Modelling (BIM) pada Struktur Beton Gedung Poned Puskesmas Ujung Jaya Kabupaten Sumedang Djaenudin, Kamaludin
RekaRacana: Jurnal Teknik Sipil Vol 12, No 1: Maret 2026
Publisher : Institut Teknologi Nasional, Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26760/rekaracana.v12i1.1

Abstract

ABSTRAKPembangunan infrastruktur di Indonesia terus meningkat sehingga diperlukan efektivitas dalam pengelolaan informasi proyek konstruksi agar mutu, biaya, dan waktu pelaksanaan lebih terkontrol. Building Information Modeling (BIM) menawarkan solusi melalui pemodelan bangunan berbasis informasi yang mendukung perhitungan volume dan biaya secara lebih akurat. Penelitian ini bertujuan menganalisis implementasi BIM pada pekerjaan struktural dan arsitektural proyek pembangunan Gedung PONED Puskesmas Ujung Jaya, Kabupaten Sumedang, serta membandingkannya dengan metode konvensional. Proses penelitian dilakukan dengan pemodelan struktural menggunakan Tekla Structures dan pemodelan arsitektural menggunakan ArchiCAD, kemudian dilakukan Quantity Take-Off dan analisis biaya berdasarkan hasil model. Hasil penelitian menunjukkan selisih biaya metode BIM sebesar −14,68% untuk pekerjaan struktural dan +1,25% untuk pekerjaan arsitektural terhadap RAB perencana. BIM mampu meningkatkan akurasi estimasi biaya dan koordinasi data lintas disiplin pada proyek konstruksi di Indonesia.Kata kunci: ArchiCAD, Building Information Modeling, Estimasi Biaya, Quantity Take-Off, Tekla StructuresABSTRACTInfrastructure development in Indonesia continues to grow, requiring effective project information management to improve quality, control costs, and increase efficiency. Building Information Modeling (BIM) provides a solution through information-based digital modeling, enabling more accurate volume and cost estimation. This research aims to analyze the implementation of BIM in the structural and architectural works of the PONED Ujung Jaya Health Facility project in Sumedang Regency and to compare the results with conventional methods. The research process involved structural modeling using Tekla Structures and architectural modeling using ArchiCAD, followed by Quantity Take-Off extraction and cost analysis based on the generated model. The results show cost differences using BIM of −14.68% for structural works and +1.25% for architectural works compared to the planner’s budget. BIM improves cost estimation accuracy and enhances interdisciplinary data coordination in construction projects in Indonesia.Keywords: ArchiCAD, Building Information Modeling, Cost Estimation, Quantity Take-Off, Tekla Structures
PENGEMBANGAN WEBSITE SISTEM INFORMASI PENDIDIKAN DAN PELATIHAN RUMAH SAKIT PKU MUHAMMADIYAH BANTUL DENGAN CODEIGNITER 3 MENGGUNAKAN METODE HUMAN- CENTERED DESIGN: DEVELOPMENT OF AN EDUCATION AND TRAINING INFORMATION SYSTEM WEBSITE FOR PKU MUHAMMADIYAH BANTUL HOSPITAL USING CODEIGNITER 3 WITH THE HUMAN-CENTERED DESIGN METHOD Astuti, Yukri Andriani; Ayudewi, Fadlillah Mukti
HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Vol. 17 No. 1 (2026): Jurnal HOAQ - Teknologi Informasi
Publisher : STIKOM Uyelindo Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52972/hoaq.vol17no1.p166-172

Abstract

Pengelolaan kegiatan pendidikan dan pelatihan di Rumah Sakit PKU Muhammadiyah Bantul masih dilakukan secara manual penelitian ini bertujuan untuk mengevaluasi tingkat usability Sistem Informasi Pendidikan dan Pelatihan berbasis web yang dikembangkan menggunakan pendekatan Human Centered Design (HCD). Metode penelitian yang digunakan adalah penelitian evaluatif dengan pendekatan HCD, di mana pengguna dilibatkan sejak tahap analisis kebutuhan hingga evaluasi sistem. Subjek penelitian melibatkan admin diklat, pegawai rumah sakit, dan mahasiswa magang sebagai pengguna sistem. Instrumen evaluasi usability yang digunakan adalah System Usability Scale (SUS). Data dianalisis secara deskriptif kuantitatif untuk memperoleh skor usability dan kategorinya. Hasil evaluasi menunjukkan bahwa sistem memperoleh skor SUS sebesar 76 yang termasuk dalam kategori “Excellent”, menunjukkan tingkat penerimaan dan kemudahan penggunaan yang baik. Kontribusi penelitian ini adalah memberikan model evaluasi usability berbasis HCD pada sistem informasi pendidikan dan pelatihan di lingkungan rumah sakit, yang dapat dijadikan acuan pengembangan sistem serupa.   The management of education and training activities at PKU Muhammadiyah Bantul Hospital was previously carried out manually and was not supported by a system that was evaluated in terms of usability, thus potentially reducing the effectiveness of services and user experience. This study aims to evaluate the usability level of a web-based Education and Training Information System developed using the Human Centered Design (HCD) approach. The research method used is evaluative research with the HCD approach, where users are involved from the needs analysis stage to the evaluation system. The research subjects included training administrators, hospital employees, and student interns as system users. The usability evaluation instrument used was the System Usability Scale (SUS). Data were analyzed descriptively quantitatively to obtain usability and error scores. The evaluation results showed that the system obtained a SUS score of 76 which is included in the "Excellent" category, indicating a good level of acceptance and ease of use. The contribution of this study is to provide an HCD-based usability evaluation model for education and training information systems in a hospital environment, which can be used as a reference for the development of similar systems.
The Effect Of Accounting Information Systems And Internal Control On Employee Performance In Sendang Rejo Village, Langkat Regency Aditya, Muhammad Haikal; Ramadhan, Puja Rizqy; Azzahra, An Succi
Jurnal Akuntansi, Manajemen dan Bisnis Digital Vol 5 No 2 (2026): April
Publisher : LPPJPHKI Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jambd.v5i2.11030

Abstract

This study aims to analyze the influence of Accounting Information Systems (AIS) and Internal Control on Employee Performance in Sendang Rejo Village, Langkat Regency. The research background is the existence of digital competency gaps among village employees in operating the Village Financial System (Siskeudes) which impacts performance decline. The research method uses an associative quantitative approach with a sample of 31 village employees. Data were collected through Likert scale questionnaires (1-5) and analyzed using multiple linear regression with SPSS. The results show that AIS has a positive and significant effect on employee performance with a regression coefficient of 0.269 (sig. 0.002 < 0.05), Internal Control has a positive and significant effect with a regression coefficient of 0.532 (sig. 0.000 < 0.05) with a more dominant influence. Simultaneously, both variables have a significant effect with an R-square value of 83.4%, indicating that the combination of Siskeudes implementation with adequate internal control creates synergy in improving employee performance. The study recommends regular Siskeudes training, strengthening internal control through periodic evaluations, and improving technological infrastructure.

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