Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika
Vol. 7 No. 2 (2024)

The Development of a Deep Learning-Based Chatbot for Stock Keeping Unit (SKU) Management

Julianto, Hendra (Unknown)
Wijaya, Gautama (Unknown)
Haeruddin, Haeruddin (Unknown)



Article Info

Publish Date
31 Dec 2024

Abstract

Digital communications platforms, one of the revolutionary breakthroughs brought by rapid technological development. Such breakthroughs include technology in chatbots, which has now become a mighty tool, especially within the commercial sectors. This research hence focuses on the evolution of a chatbot in solving SKU management problems through deep learning technologies, such as the Multilayer Perceptron neural networks. The chatbot's goal is to deliver precise and effective information on SKU codes, stock levels, and product characteristics. The chatbot showed a high accuracy rate of 98% in answering questions about the given dataset after extensive testing. The findings demonstrate the potential of chatbots with deep learning to improve customer service and operational effectiveness in companies

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Journal Info

Abbrev

INOVATIF

Publisher

Subject

Computer Science & IT Other

Description

Perkembangan ilmu Bidang Teknologi Informasi dan Informatika sudah banyak memberikan manfaat bagi peningkatan efektifitas dan efisiensi dalam berbagai kegiatan berbagai bidang ilmu. Jurnal INOVA-TIF (Inovasi Teknologi Informasi dan Informatika) ialah jurnal yang berisi artikel-artikel ilmiah yang ...