Penerapan E-Catalog Terintegrasi Chatbot Decision Tree untuk Optimalisasi Layanan Penjualan
DOI:
https://doi.org/10.29408/edumatic.v9i1.29435Keywords:
e-catalog, chatbot, decision tree, information systemsAbstract
Digitalization drives business service optimization through more efficient and interactive systems. E-catalogs enable structured product information delivery but still have limitations in product search and customer interaction, which rely heavily on administrators. This study proposes the integration of a decision tree-based chatbot in a web-based e-catalog to enhance service efficiency and user experience. The prototyping method was implemented through four stages: requirement identification via interviews and observations, system design involving user interface and chatbot interaction flow, web-based implementation, and testing using Black-box Testing for functionality evaluation and the System Usability Scale (SUS) to measure user satisfaction. The results indicate that the system improves product search and ordering efficiency, with the chatbot providing automatic recommendations and reducing the workload of administrators. All system features functioned properly, and the SUS evaluation yielded an average score of 87.2. It is reflecting a high level of user satisfaction. The integration of chatbots in e-catalogs has proven to enhance service efficiency and customer interaction and can be applied to other SMEs facing challenges in digital promotion and order management.
References
Asari, A., Erwin, E., Ilyas, A., Wijarnarko, A., Hapsari, I., Purwanti, A., Kango, U., Wahyono, D., Adriyana, R., Adhicandra, I., & Wandani, S. (2023). Konsep E-Commerce. Solok: Mafy.
Diani, F., & Lubis, F. A. (2022). Analisis Implementasi E-Katalog Terhadap Perkembangan UMKM di Kota Medan dalam Mendukung Kemajuan Ekonomi Syariah. Jurnal Ilmiah Ekonomi Islam, 8(2), 1970–1981.
Dinh, H., & Tran, T. K. (2023). EduChat: An AI-Based Chatbot for University-Related Information Using a Hybrid Approach. Applied Sciences (Switzerland), 13(22). https://doi.org/10.3390/app132212446
Fahmi, H., & Murniati, W. (2022). Penggunaan Metode Prototype dalam Pengembangan Aplikasi Monitoring dan Evaluasi Terhadap Renja SKPD Kab Lombok Tengah. Jurnal Media Informatika Budidarma, 6(1), 171-179. https://doi.org/10.30865/mib.v6i1.3444
Gronier, G., & Baudet, A. (2021). Psychometric Evaluation of the F-SUS: Creation and Validation of the French Version of the System Usability Scale. International Journal of Human-Computer Interaction, 37(16), 1571–1582. https://doi.org/10.1080/10447318.2021.1898828
Haristiani, N., & Rifa’i, M. M. (2020). Combining chatbot and social media: Enhancing personal learning environment (PLE) in language learning. Indonesian Journal of Science and Technology, 5(3), 487–506. https://doi.org/10.17509/ijost.v5i3.2868
Hsu, I.-C., & Liao, A.-H. (2022). Sentiment-based Chatbot using Machine Learning for Recommendation System. ResearchSquare, 1–22. https://doi.org/10.21203/rs.3.rs-1468604/v1
Jumardi, R., Farokhah, L., & Maghfirah, M. (2020). Kolaborasi Digital Signage dan Chatbot Messenger Sebagai Layanan Penyedia Informasi Akademik. Jurnal Media Informatika Budidarma, 4(2), 347-354. https://doi.org/10.30865/mib.v4i2.2061
Kagwa, C. K. C. (2024). Effectiveness of Artificial Intelligence (AI) Chatbots in Improving Customer Satisfaction in E-Commerce in Rwanda. European Journal of Technology, 8(4), 13–24.
Kurniawan, K. A., & Sutabri, T. (2023). Analisis SWOT Pemasaran Digital Menggunakan WhatsApp Business Pada Asosiasi Pengusaha Pempek Palembang. JUSIFO (Jurnal Sistem Informasi), 9(2), 77–84. https://doi.org/10.19109/jusifo.v9i2.20258
Kurniawati, E., Idris, I., Handayati, P., & Osman, S. (2021). Digital transformation of MSMEs in Indonesia during the pandemic. Entrepreneurship and Sustainability Issues, 9(2), 316–331. https://doi.org/10.9770/jesi.2021.9.2(21)
Mellado-Silva, R., Faundez-Ugalde, A., & Lobos, M. B. (2020). Learning tax regulations through rules-based chatbots using decision trees: A case study at the time of COVID-19. Proceedings - International Conference of the Chilean Computer Science Society, SCCC, 1-6. Coquimbo, Chile: IEEE. https://doi.org/10.1109/SCCC51225.2020.9281267
Mustaqim, M., Gunawan, A., Pratama, Y. B., & Zaliman, I. (2023). Pengembangan Chatbot Layanan Publik Menggunakan Machine Learning Dan Natural Languange Processing. Journal of Information Technology and Society, 1(1), 1–4. https://doi.org/10.35438/jits.v1i1.16
Rosmalina, R., Nistrina, K., Rusdianto, D., & Mujadi, Y. (2025). Pengembangan Sistem Informasi Keluhan Pelanggan Berbasis Laravel Untuk Peningkatan Layanan Jasa Nugraha Ekakurir (JNE). Jurnal Pendidikan Dan Teknologi Indonesia, 5(1), 131-142. https://doi.org/10.52436/1.jpti.601
Peradantha, I. B. G. S., Suryati, S., & Putra, I. B. H. K. (2020, October). E-catalogue based promotional media for tree bark painting in Asei village, Papua. In Proceeding International Conference on Information Technology, Multimedia, Architecture, Design, and E-Business, 1, 477–482.
Prihandono, D., Wijaya, A. P., Wiratama, B., Prananta, W., & Widia, S. (2024). Digital transformation to enhance Indonesian SME performance: Exploring the impact of market competition and digital strategy. Problems and Perspectives in Management, 22(2), 103–113. https://doi.org/10.21511/ppm.22(2).2024.09
Puspitasari, I. W., Rinawan, F. R., Purnama, W. G., Susiarno, H., & Susanti, A. I. (2022). Development of a Chatbot for Pregnant Women on a Posyandu Application in Indonesia: From Qualitative Approach to Decision Tree Method. Informatics, 9(4), 1-30. https://doi.org/10.3390/informatics9040088
Srivastava, S., Shukla, H., Landge, N., Srivastava, A., & Jindal, D. (2024). A Comprehensive Review of Next.js Technology: Advancements, Features, and Applications. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4831070
Pradipta, R. D., & Susetyo, Y. A. (2025). Pengembangan Dashboard Admin menggunakan React JS dan Ant Design pada Toko Berkat. Kesatria: Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen), 6(1), 120-128.
Wulan, T. S., Putri, R. A., & Solihin, D. A. (2024). Digital Transformation as a Catalyst for SMEs Productivity and Profitability in the Digital Era, 5(4), 601–611. https://doi.org/10.62794/je3s.v5i4.4543
Yulistina, D., & Arianti, B. D. D. (2019). E-Katalog Sebagai Sistem Informasi Pemasaran Kopi Sapit Berbasis Web. Edumatic: Jurnal Pendidikan Informatika, 3(2), 45–52. https://doi.org/10.29408/edumatic.v3i2.1766
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