no code implementations • 22 Mar 2024 • Minsuk Chang, SeokHyeon Park, Hyeon Jeon, Aeri Cho, Soohyun Lee, Jinwook Seo
We demonstrated the effectiveness of our method in mitigating bias through improved classification accuracy and the refined focus of the model.
no code implementations • 23 Feb 2024 • Juhye Ha, Hyeon Jeon, DaEun Han, Jinwook Seo, Changhoon Oh
Nonetheless, we lack knowledge of how people customize and interact with agent personas.
no code implementations • 19 Sep 2023 • SeokHyeon Park, Wonjae Kim, Young-Ho Kim, Jinwook Seo
Extracting semantic representations from mobile user interfaces (UI) and using the representations for designers' decision-making processes have shown the potential to be effective computational design support tools.
no code implementations • 1 Aug 2023 • Hyeon Jeon, Ghulam Jilani Quadri, Hyunwook Lee, Paul Rosen, Danielle Albers Szafir, Jinwook Seo
In this research, we study perceptual variability in conducting visual clustering, which we call Cluster Ambiguity.
1 code implementation • 1 Aug 2023 • Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, Jinwook Seo
To address this issue, we present ZADU, a Python library that provides distortion measures.
1 code implementation • 1 Aug 2023 • Hyeon Jeon, Yun-Hsin Kuo, Michaël Aupetit, Kwan-Liu Ma, Jinwook Seo
In this paper, we introduce two novel quality measures -- Label-Trustworthiness and Label-Continuity (Label-T&C) -- advancing the process of DR evaluation based on class labels.
1 code implementation • 20 Sep 2022 • Hyeon Jeon, Michael Aupetit, Donghwa Shin, Aeri Cho, SeokHyeon Park, Jinwook Seo
We then propose processes to generalize internal measures to fulfill these new axioms, and use them to extend the widely used Calinski-Harabasz index for between-dataset CLM evaluation.
1 code implementation • 1 May 2022 • Hyeon Jeon, Hyung-Kwon Ko, Soohyun Lee, Jaemin Jo, Jinwook Seo
We introduce Uniform Manifold Approximation with Two-phase Optimization (UMATO), a dimensionality reduction (DR) technique that improves UMAP to capture the global structure of high-dimensional data more accurately.
no code implementations • 21 Feb 2022 • Donghoon Shin, Subeen Park, Esther Hehsun Kim, SooMin Kim, Jinwook Seo, Hwajung Hong
Social support in online mental health communities (OMHCs) is an effective and accessible way of managing mental wellbeing.
no code implementations • 17 Jan 2022 • Hyeon Jeon, Michael Aupetit, Soohyun Lee, Hyung-Kwon Ko, Youngtaek Kim, Jinwook Seo
Brushing is an everyday interaction in 2D scatterplots, which allows users to select and filter data points within a continuous, enclosed region and conduct further analysis on the points.
3 code implementations • 16 Jul 2021 • Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo, Youngtaek Kim, Jinwook Seo
Our metrics consider two aspects of the inter-cluster reliability: Steadiness measures the extent to which clusters in the projected space form clusters in the original space, and Cohesiveness measures the opposite.
no code implementations • 28 Apr 2021 • Youngtaek Kim, Hyeon Jeon, Kiroong Choe, Hyunjoo Song, Bohyoung Kim, Jinwook Seo
Software developers explore and inspect software repository data to obtain detailed information archived in the development history.
2 code implementations • 7 Sep 2020 • Youngtaek Kim, Jaeyoung Kim, Hyeon Jeon, Young-Ho Kim, Hyunjoo Song, Bohyoung Kim, Jinwook Seo
Furthermore, they do not scale for large and complex Git commit graphs, which can play an important role in understanding the overall development history.
Software Engineering Human-Computer Interaction
1 code implementation • 1 Sep 2020 • Sehi L'Yi, Jaemin Jo, Jinwook Seo
The goal of our research is to distill the results from previous studies into a consistent and reusable framework.
Human-Computer Interaction