Explanipedia

Improving Visual Recommendation on E-commerce Platforms Using Vision-Language Models Open

Yuki Yada, Sho Akiyama, Ryo WATANABE, Yuta Ueno, Yusuke Shido , et al. · 2025

On large-scale e-commerce platforms with tens of millions of active monthly users, recommending visually similar products is essential for enabling users to efficiently discover items that align with their preferences. This study presents …

Zero-Shot Retrieval for Scalable Visual Search in a Two-Sided Marketplace Open

Andre Rusli, S. Ishimoto, Sho Akiyama, Aman Kumar Singh · 2025

Visual search offers an intuitive way for customers to explore diverse product catalogs, particularly in consumer-to-consumer (C2C) marketplaces where listings are often unstructured and visually driven. This paper presents a scalable visu…

On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language Pairs Open

Andre Rusli, Makoto Shishido · 2024

This research explores the applicability of cross-lingual transfer learning from English to Japanese and Indonesian using the XLM-R pre-trained model. The results are compared with several previous works, either by models using a similar z…

An Analysis on Automated Metrics for Evaluating Japanese-English Chat Translation Open

Andre Rusli, Makoto Shishido · 2024

This paper analyses how traditional baseline metrics, such as BLEU and TER, and neural-based methods, such as BERTScore and COMET, score several NMT models performance on chat translation and how these metrics perform when compared to huma…

An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification Open

Andre Rusli, Makoto Shishido · 2024

This study investigates the performance of three popular tokenization tools: MeCab, Sudachi, and SentencePiece, when applied as a preprocessing step for sentiment-based text classification of Japanese texts. Using Term Frequency-Inverse Do…

Pelatihan Perencanaan Berbasis Data (PBD) Kurikulum Merdeka Jenjang Sekolah Dasar (SD) di Kabupaten Soppeng Open

Andi Puspa Sari Idris, Andre Rusli, Patang Patang, Jamaluddin, Subariyanto Subariyanto · 2024

Tujuan pelatihan ini adalah melatih guru, kepala sekolah dan pengawas sekolah dalam melakukan perencanaan pengembangan sekolah yang ddasarkan pada perencanaan berbasis data yang ada di platform rapor pendidikan pada kurkulum merdeka. Metod…

Spam Filtering On User Feedback Via Text Classification Using Multinomial Naí¯ve Bayes And TF-IDF Open

Septiyan Mudhiya Sadid, Julio Christian Young, Andre Rusli · 2022

User feedback could give developer an information on what should be fixed or should be improved. But there are many user feedback that are actually spam. In user feedback, spam contents are more likely to be an inappropriate feedback, a fe…

FastText Word Embedding and Random Forest Classifier for User Feedback Sentiment Classification in Bahasa Indonesia Open

Yehezkiel Gunawan, Julio Christian Young, Andre Rusli · 2022

User feedback nowadays become a platform for software developer to identify and understand user requirements, preferences, and user's complaints. It is important for the developer to identify the problem that exist in user feedback. Accord…

Zero-Pronoun Annotation Support Tool for the Evaluation of Machine Translation on Conversational Texts Open

Andre Rusli, Makoto Shishido · 2022

This study proposes a support tool for building zero-pronoun evaluation sets called the zero-pronoun annotation support tool (0Past; pronounced zero-past). The proposed tool provides a chat-like user interface to facilitate the navigation …

Bilingual Text Classification in English and Indonesian via Transfer Learning using XLM-RoBERTa Open

Yakobus Wiciaputra, Julio Christian Young, Andre Rusli · 2021

With the large amount of text information circulating on the internet, there is a need of a solution that can help processing data in the form of text for various purposes. In Indonesia, text information circulating on the internet general…

Enhancing text classification performance by preprocessing misspelled words in Indonesian language Open

Reza Setiabudi, Ni Made Satvika Iswari, Andre Rusli · 2021

Supervised learning using shallow machine learning methods is still a popular method in processing text, despite the rapidly advancing sector of unsupervised methodologies using deep learning. Supervised text classification for application…

Implementasi Algoritma Support Vector Machine dan Chi Square untuk Analisis Sentimen User Feedback Aplikasi Open

Lulu Luthfiana, Julio Christian Young, Andre Rusli · 2020

In order to adapt with evolving requirements and perform continuous software maintenance, it is essential for the software developers to understand the content of user feedback. User feedback such as bug report could provide so much inform…

Evaluating RNN Architectures for Handling Imbalanced Dataset in Multi-Class Text Classification in Bahasa Indonesia Open

Julio Christian Young, Andre Rusli · 2020

COVID-19 pandemic makes students can ony continue their education through the E-Learning system.In order to fulfill the goal of E-Learning, learning center departments of educational institutes need to know what the user needs and the only…

HistoriAR: Experience Indonesian history through interactive game and augmented reality Open

Shintia Trista, Andre Rusli · 2020

History has a vital function in shaping the personality of the nation, the quality of humans, and the people of a country. However, one factor that influences learning behavior that could be improved is the students’ interest in learning. …

Wi-Fi based Indoor Localization for Location-based Smart Notification Open

Dareen Kusuma Halim, Andre Rusli · 2020

Indoor localization has been researched widely in the recent two decades due to its wide range of applications such as navigation, elder care, advertising. This work presents a utilization of indoor positioning for a location-based smart n…

A Comparison of Traditional Machine Learning Approaches for Supervised Feedback Classification in Bahasa Indonesia Open

Andre Rusli, Alethea Suryadibrata, Samiaji Bintang Nusantara, Julio Christian Young · 2020

The advancement of machine learning and natural language processing techniques hold essential opportunities to improve the existing software engineering activities, including the requirements engineering activity. Instead of manually readi…

User stories collection via interactive chatbot to support requirements gathering Open

Ferliana Dwitama, Andre Rusli · 2020

Nowadays, software products have become an essential part of human life. To build software, developers must have a good understanding of the requirements of the software. However, software developers tend to jumpstart system construction w…

Single object detection to support requirements modeling using faster R-CNN Open

Nathanael Gilbert, Andre Rusli · 2020

Requirements engineering (RE) is one of the most important phases of a software engineering project in which the foundation of a software product is laid, objectives and assumptions, functional and non-functional needs are analyzed and con…

Java Script Data Transformation Library using Fork Join Pool and Web Workers Technology Open

Drevendy Harianto, Seng Hansun, Andre Rusli · 2019

Transforming large amounts of data takes a lot of processing time so that the optimization technique is required. One way that can be used to perform optimization is multithreading. Nowadays, processor is proliferating. The average process…

Line Bot Chat Filtering using Naïve Bayes Algorithm Open

Nathania Elvina, Andre Rusli, Seng Hansun · 2019

Instant messaging has changed and simplified the way people communicate, whether in professional or personal life. Most communication is done through instant messaging, and it is common for people to miss important information. This is due…

Rancang Bangun Aplikasi Face Tracking dan Filter Berdasarkan Raut Wajah Menggunakan Algoritma Fisher-Yates Berbasis iOS Open

Malik Abdul Ghani, Andre Rusli, Ni Made Satvika Iswari · 2019

Expressions of facial expressions in addition to providing important emotional indicators, are very important objects in our daily lives too. Real-time video processing on mobile devices is a hot topic and has a very broad application. Pho…

ICORIS 2019 Author Index Open

Agung Budhi Wibowo, Akihiro Tsuchida, Amalia Solicha, Andi Sunyoto, Andre Rusli , et al. · 2019

Penerapan Algoritma ACO untuk Penjadwalan Kuliah Pengganti pada Perguruan Tinggi (Studi Kasus: Program Studi Informatika, Universitas Multimedia Nusantara) Open

Indah Noviasari, Andre Rusli, Seng Hansun · 2019

Students and scheduling are both essential parts in a higher educational institution. However, after schedules are arranged and students has agreed to them, there are some occasions that can occur beyond the control of the university or le…

Ekstraksi Kebutuhan Aplikasi Berdasarkan Feedback Pengguna Menggunakan Naí¯ve Bayes dan Gamifikasi Open

Andre Rusli · 2018

Requirements engineering is a series of activities which aims to elicit, analyze, evaluate, and document the requirements of a system that is being developed. The activities do not stop after the product is deployed but continues as the us…

Integrated Model for E-Learning Acceptance Open

Ramadiani Ramadiani, A Rodziah, S. Harihodin, Andre Rusli, Che Pa Noraini · 2016

E-learning is not going to work if the system is not used in accordance with user needs. User Interface is very important to encourage using the application. Many theories had discuss about user interface usability evaluation and technolog…

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