cover
Article Per Year (5 Year)
All
Home Page
OAI Link
Editorial Team
Contact
Reviewer
Google Scholar
Contact Name
Jamaluddin
Contact Email
jamaluddin@methodist.ac.id
Phone
+6281397181985
Journal Mail Official
jamaluddin@methodist.ac.id
Editorial Address
Universitas Methodist Indonesia Jl. Hang Tuah No. 8 Medan Sumatera Utara - Indonesia Kode Pos 20152
Location
Kota medan,
Sumatera utara
INDONESIA
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Published by Universitas Methodist Indonesia
ISSN : -     EISSN : 28281276     DOI : https://doi.org/10.46880/tamika
Core Subject : Economy, Science,
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi merupakan Jurnal Penelitian Bidang Manajemen Informatika dan Komputerisasi Akuntansi yang dikelola ole Program Studi Manajemen Informatika dan Komputerisasi Akuntansi dan diterbitkan oleh Universitas Methodist Indonesia. TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi terbit per semester di bulan Juni dan Desember setiap tahun.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 269 Documents
 22   23   24   25   26 
Analisis Big Data APS SLTA dan Strategi Pendidikan Menggunakan K-Means Berbasis Rapidminer Menuju Indonesia Emas Khoirun Nisa; Nor Anisa
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 5 No 1 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol5No1.pp11-16

Abstract

The Golden Indonesia Vision 2045 places education as the main pillar in creating superior human resources. School Participation Rate (APS) data is an important indicator to evaluate student access and participation in education. This study utilizes the K-Means Clustering method to analyze APS big data to identify patterns of education participation in Indonesia. The results of the analysis show significant participation clusters based on demographic, socio-economic, and geographical factors, and reveal gaps and potential for education improvement in various regions. In this study, RapidMiner is used as an analysis tool to process and visualize APS data. The results of clustering show a striking difference between areas with good access to education and areas with poor access to education. Factors such as income levels, educational infrastructure, and geographical location were found to have a major impact on student participation rates. Strategic recommendations include increasing access to education in disadvantaged areas through equitable distribution of education facilities, infrastructure development, and flexible data-based policies. In addition, scholarship programs in vulnerable areas are also proposed as a solution. This research supports strategic efforts towards the vision of Golden Indonesia 2045 by providing a strong foundation for policies that focus on the sustainability of national education.
Perencanaan Strategis SI/TI untuk Meningkatkan Keunggulan Kompetitif. Kristian, Alfredo; Putri Meylani, Viola; Su, Nickolas; Skavinsky Teddy, Roger; Pratama, Dicky
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 5 No 1 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol5No1.pp7-10

Abstract

Strategic planning for information systems and information technology (IS/IT) is a vital process for organizations to achieve business goals amidst global competition and rapid technological advancements. This planning aims to align business strategies with IS/IT development to improve operational efficiency, help better decision making, and create a competitive advantage. This article examines the significance of IS/IT strategic planning using a literature review approach to identify key success factors, such as business needs analysis, evaluation of existing technological capabilities, and innovation-driven strategy execution. The findings reveal that organizations effectively implementing IS/IT strategic planning can adapt to market changes and leverage technology as a key driver of business success. This article provides practical insights for stakeholders to design integrated and sustainable IS/IT strategic plans.
Prediksi Konsumsi Rokok di Indonesia dengan Single Exponential Smooting Lumbantoruan, Dina Sonia; Gultom, Maria Oktaviani; Lumbantoruan, Egita Fanie; Sigalingging, Diana Muthiah; Angelica, Ella; Simbolon, Theresia Jesika; Sarkis S., Indra M.
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2(SEMNASTIK) (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akunt
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2(SEMNASTIK).pp122-128

Abstract

This study predicts cigarette consumption per capita in Medan City using the Single Exponential Smoothing (SES) model. The problem faced is the fluctuation and increasing trend of cigarette consumption which requires accurate prediction. The SES model was chosen due to its ability to capture historical data and produce accurate forecasts. To test the accuracy of the model, three prediction error indicators were used, namely Mean Squared Error (MSE), Mean Absolute Deviation (MAD), and Mean Absolute Percentage Error (MAPE). The results of the analysis show that the SES model has low MSE, MAD, and MAPE values, which indicates a high level of accuracy. For the type of filter clove cigarettes, the MAPE value is 9.43%, for clove cigarettes without filter, the MAPE value is 27.77%, white cigarettes MAPE value is 27.73%, tobacco MAPE value is 38.13% and for other types of cigarettes and tobacco 33.20% where the accuracy results are good. The predictions generated by this model show an increasing trend of consumption in Medan City. These predictions provide important insights for policymakers in designing cigarette consumption control. This study thus confirms the effectiveness of the SES model in predicting per capita cigarette consumption in Indonesia. It makes a significant contribution to the literature on tobacco product consumption prediction.
Evaluasi Kepuasan Mahasiswa Terhadap Layanan Kemahasiswaan di Fakultas Sains dan Teknologi Universitas Nias Menggunakan Metode Analisis Regresi Waruwu, Jurisman; Dawolo, Januari; Laoli, Destriman; Harefa, Yusmei Paskah; Zebua, Otniel; Lase, Devi Chrisman
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2(SEMNASTIK) (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akunt
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2(SEMNASTIK).pp143-148

Abstract

This study aimed to evaluate student satisfaction with student services at the Faculty of Science and Technology, Nias University. Involving 282 respondents consisting of 152 males and 130 females, this study used a Likert scale-based questionnaire to collect data. Validity and reliability tests showed all indicators were valid and reliable with a Cronbach's alpha value of 0.916. Satisfaction analysis was conducted through the Importance Performance Analysis (IPA) and Customer Satisfaction Index (CSI) methods, which resulted in a CSI value of 53%, indicating a good level of satisfaction although there are some aspects that need improvement. This study also identifies factors that affect student satisfaction, such as adequacy, accessibility, and quality of facilities & infrastructure, with data analysis using multiple linear regression. The results of the study are expected to provide recommendations for improving student affairs services in the future, ensuring that services remain optimal for students.
Penerapan Algoritma Random Forest untuk Klasifikasi Depresi Berdasarkan Faktor Tekanan Kerja dan Kebiasaan Hidup Hamid, Muhammad Abdul; Anisa, Nor
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 5 No 1 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol5No1.pp46-52

Abstract

Depression is a serious mental condition that affects both individuals and society. The Random Forest algorithm will be used in this project to create a depression categorization model based on work pressure and lifestyle characteristics. The Depression Professional Dataset was analyzed using the Knowledge Discovery in Databases (KDD) approach, which included 2,054 data points with 11 factors such as age, work pressure, working hours, sleep habits, and family mental health history. The results showed that the Random Forest algorithm classified depressive states with 91% accuracy. The investigation found that age was the most important predictor, followed by work pressure, working hours, and job happiness. In contrast, gender and family mental health history had a smaller impact. This study demonstrates that the risk factors for depression are multifaceted, including demography and work pressure. These findings can be used to develop mental health preventive and intervention methods in the workplace. Future model development can include new factors, such as socioeconomic status, to produce a more comprehensive study
Analisis Sentimen Game Mobile Legends Berdasarkan Review Pengguna di Playstore Menggunakan Algoritma Naive Bayes Sitorus, Amron Rido; Ziraluho, Wawan John Putra; Sarkis S. , Indra M.
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2(SEMNASTIK) (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akunt
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2(SEMNASTIK).pp108-113

Abstract

Sentiment analysis of Mobile Legends user reviews on the Google Play Store was conducted using the Naive Bayes algorithm, with the aim of identifying user perceptions and providing recommendations for developers to improve the quality of the game. The methods used include data collection, text processing, and vectorization using TF-IDF. The data was divided into training and testing subsets to build and evaluate the model. Results showed an accuracy of 74%, with precision 1.00 and recall 0.00 for positive sentiment, and precision 0.74 and recall 1.00 for negative sentiment. Although the model effectively detects negative sentiment, optimization is needed to improve the detection of positive sentiment. The findings provide valuable insights for developers in understanding user opinions and improving game quality.
Analisis Perkiraan Jumlah Pegawai Negeri Sipil di Kota Medan Menggunakan Metode Single Exponential Smoothing Br. Purba, Riska Maria; Aritonang, Desriana; Purba, Grace Theodora Valentina; Hutauruk, Kevin Yohanes; Sitanggang, Stevanus Hendy; Sarkis S., Indra M.
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2(SEMNASTIK) (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akunt
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2(SEMNASTIK).pp149-154

Abstract

The number of civil servants is a crucial factor in determining budget allocation, human resource planning and the provision of public services. In Medan City, the number of civil servants has decreased from year to year based on data from the North Sumatra Province Central Statistics Agency. The uncertainty of the number of civil servants from year to year makes forecasting the number of civil servants a challenging task and requires appropriate analytical methods. Therefore, an analysis of the estimated number of civil servants is needed to determine the right policy. One method that can be used is Single Exponential Smoothing (SES). Based on the results of testing predictions for the number of civil servants in the city of Medan for the 2023 period using alpha SES of α0.1, α0.3, α0.5, α0.7 and α0.9, it was found that using alpha 0.7 gave prediction results with a Mean Square Error value the smallest is 26515890 and the predicted number of civil servants is 11867 people in 2023. The prediction results can be used by local governments to plan human resource needs, including recruitment, training or development of civil servants according to future needs.
Evaluating Students' Creative Thinking Skills Through E-Portfolios and Problem Based Learning Rahmani, Mutiara; Junaeti, Enjun; Arianti, Andini Setia
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2(SEMNASTIK) (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akunt
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2(SEMNASTIK).pp129-135

Abstract

According to the 2018 PISA results, Indonesian students' creative thinking skills remain low. This study aims to analyze students' creative thinking in logo design through Problem-Based Learning (PBL) using a web-based e-portfolio. The research followed the ADDIE model. In the Analysis phase, students' creative thinking needs were identified; the Design and Development phases involved constructing the PBL framework and configuring the e-portfolio platform. During the Implementation phase, students worked in groups of 3-4 over three weeks on logo design tasks, documenting their processes and receiving feedback via the e-portfolio. In the Evaluation phase, student progress was monitored, and portfolios were qualitatively assessed for improvements in creative thinking. A sample of 34 high school students was selected through convenient sampling based on class scheduling. Data were collected through questionnaires, interviews, and student portfolios and analyzed qualitatively using creative thinking dimensions of fluency, flexibility, originality, and elaboration. Overall, 50% of students’ performances across all dimensions were rated "Very Good," and 47.5% were rated "Good." The use of e-portfolios facilitated self-reflection and iterative feedback, demonstrating a positive impact on creative thinking skills. These findings suggest that e-portfolios can be effectively integrated into broader educational contexts to enhance creative thinking.
Analisis Infrastruktur Teknologi Informasi untuk Mendukung Kelangsungan Bisnis pada Platform E-Commerce Firdaus, Rahmad; Zidan, Abiyyu Al Thoriq; Rajaguguk, Rifaldi Febriansyah; Suwanto, Fredy; Yeremia, Deryl Andeya; Pratama, Dicky
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 5 No 1 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol5No1.pp35-45

Abstract

This research analyzes the implementation of information technology infrastructure in supporting business continuity of e-commerce platforms, focusing on risk management, security, and performance optimization aspects. Using a qualitative methodology with a case study approach, this research integrates COBIT and ITIL frameworks to evaluate IT infrastructure management effectiveness. The results show that the e-commerce platform has achieved 99.95% availability with an average response time of 180ms for standard transactions. The implementation of hybrid cloud-based microservices architecture provides optimal flexibility and scalability in handling demand fluctuations up to 400% from baseline load. Security analysis reveals the effectiveness of zero-trust architecture implementation with a threat detection rate of 98.5%. The integration of COBIT and ITIL frameworks resulted in a 47% increase in IT governance effectiveness, with the DSS domain achieving the highest maturity score of 4.5. This research recommends strategic development including migration to cloud-native architecture, implementation of AI/ML for resource optimization, and strengthening security capabilities through advanced threat detection.
Perancangan Aplikasi Kuesioner Penilaian Kinerja Dosen pada Universitas Methodist Indonesia Berbasis Website Rajagukguk, Marshanda Febyola; Simamora, Roni Jhonson; Rimbun Siringoringo
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 5 No 1 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The assessment of lecturer performance at Indonesian Methodist University is a crucial component in maintaining and enhancing the quality of education. Manual assessment processes encounter various challenges, including inefficiency, prolonged durations, and the potential for human error. Therefore, a digital solution is necessary to simplify and optimize the assessment process. This research aims to design and develop a web-based lecturer performance assessment questionnaire application that enhances efficiency, accuracy, and ease of use in the assessment process at Indonesian Methodist University. The application design is conducted using the Unified Modeling Language (UML) method, which involves creating use case diagrams, class diagrams, and activity diagrams. This approach facilitates the design of a well-structured and documented system, thereby streamlining the development and implementation processes. The research findings indicate that the questionnaire application designed with UML significantly improves the efficiency and accuracy of the lecturer performance assessment process. Additionally, this application simplifies user access to online questionnaires and generates reliable assessment reports.

Page 24 of 27 | Total Record : 269

 22   23   24   25   26 

Filter by Year

2021 2025


Reset
Filter By Issues
All Issue Vol 5 No 2 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 5 No 1 (2025): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2 (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2(SEMNASTIK) (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akunt Vol 4 No 1 (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 3 No 2 (2023): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 3 No 1 (2023): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 2 No 2 (2022): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 2 No 1 (2022): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 1 No 2 (2021): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 1 No 1 (2021): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi More Issue