4 papers
IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text
Muhammad Apriandito Arya Saputra, Andry Alamsyah, Dian Puteri Ramadhani +2
Existing Indonesian sentiment analysis models classify text in isolation, ignoring the topical context that often determines whether a statement is positive, negative, or neutral.…
SocialX: A Modular Platform for Multi-Source Big Data Research in Indonesia
Muhammad Apriandito Arya Saputra, Andry Alamsyah, Dian Puteri Ramadhani +2
Big data research in Indonesia is constrained by a fundamental fragmentation: relevant data is scattered across social media, news portals, e-commerce platforms, review sites, and…
IndoBERT-Relevancy: A Context-Conditioned Relevancy Classifier for Indonesian Text
Muhammad Apriandito Arya Saputra, Andry Alamsyah, Dian Puteri Ramadhani +2
Determining whether a piece of text is relevant to a given topic is a fundamental task in natural language processing, yet it remains largely unexplored for Bahasa Indonesia. Unlik…
Hotel Preference Rank based on Online Customer Review
Muhammad Apriandito Arya Saputra, Andry Alamsyah, Fajar Ibnu Fatihan
Topline hotels are now shifting into the digital way in how they understand their customers to maintain and ensuring satisfaction. Rather than the conventional way which uses writt…