IDEA LaB - GNU

Welcome to IDEA Lab @ GNU (지능형 데이터 공학 및 응용 연구실 - 경상국립대학교 컴퓨터공학과)

Since we opened the lab in January 2022, we have been actively researching machine learning and deep learning based applications, data engineering, recommendation systems, information retrieval, and multimedia mining. These researches are more interdisciplinary (e.g. healthcare, data privacy, logistics, etc.).

We are looking for qualified domestic (local)/international students and researchers (post-doc.) in the area of computer science. If you are interested in joining us, please don't hesitate to contact Prof. Gun-Woo Kim (Please send your Curriculum Vitae (CV) with GPA; For international students, please attach your research proposal as an attachment.).

학부연구생의 경우 지원 양식(붙임)을 작성하여 메일로 송부해 주십시오. [붙임] (gunwoo.kim@gnu.ac.kr)

연구실 관련하여 문의 사항이 있으면 지원 전 언제든지 메일로 연락주시길 바랍니다.

Data Engineering & Recommendation System exploiting data Mining, such as association rules, outlier detection, social network, and clustering

1. • Semantic based information retrieval

   • Sentiment-based recommendation

   • Graph-based recommendation

   • Intention identification from social networks

   • Multi-lingual opinion & emotion analysis

Machine Learning & Deep Learning based applications (Computer Vision & NLP) exploiting artificial intelligence, such as neural networks, artificial intelligent agents, ontology, computer vision, and natural language processing

1. • Language model & applications (e.g. text summarizations, data privacy, chat-bot)

   • Time-Series analysis and forecasting

   • Speech-to-text

   • Automatic constructing latent semantic relationships

   • Object detection