Explain-and-Test: An Interactive Machine Learning Framework for Exploring Text Embeddings

S Raval, C Wang, F Viégas… - 2023 IEEE Visualization …, 2023 - ieeexplore.ieee.org
Text embeddings–mappings of collections of text to points in high-dimensional space–are a
common object of analysis. A classic method to visualize these embeddings is to create a …

Visually Guided Network Reconstruction Using Multiple Embeddings

D Witschard, I Jusufi, K Kucher… - 2023 IEEE 16th Pacific …, 2023 - ieeexplore.ieee.org
Embeddings are powerful tools for transforming complex and unstructured data into numeric
formats suitable for computational analysis tasks. In this paper, we extend our previous work …

[PDF][PDF] Immersive visualisation of big data for river disaster management

M Ready, T Dwyer, JH Haga - … Technologies for Data Analytics, Phoenix, AZ, 2018 - aviz.fr
We present a virtual reality visualisation of pre-recorded data from approximately 18,000
weather sensors placed across Japan. Utilising the HTC Vive and the Unity engine, we …

ColTop: Visual topic-based analysis of scientific community structure

M Abdelaal, F Heimerl, S Koch - 2017 International Symposium …, 2017 - ieeexplore.ieee.org
Personal networks formed within scientific communities and the collaborations they yield are
one of the driving forces behind innovation and new discoveries. Luckily, successful …

Visualization overview: Using modern text mining techniques to provide insight into visualization research practice

A Figueiras - 2022 26th International Conference Information …, 2022 - ieeexplore.ieee.org
We take a new approach to analyze what the general focus of Visualization research is,
among the panoply of different topics and approaches. Due to the intrinsic characteristics of …

TimeLighting: Guidance-Enhanced Exploration of 2D Projections of Temporal Graphs

V Filipov, D Ceneda, D Archambault, A Arleo - … Symposium on Graph …, 2023 - Springer
In temporal (or event-based) networks, time is a continuous axis, with real-valued time
coordinates for each node and edge. Computing a layout for such graphs means …

A conference paper exploring system based on citing motivation and topic

T Yoon, H Han, H Ha, J Hong… - 2020 IEEE Pacific …, 2020 - ieeexplore.ieee.org
Understanding and maintaining the intended meaning of original text used for citations is
essential for unbiased and accurate scholarly work. To this end, this study aims to provide a …

Evaluating semantic interaction on word embeddings via simulation

Y Bian, M Dowling, C North - arXiv preprint arXiv:2007.15824, 2020 - arxiv.org
Semantic interaction (SI) attempts to learn the user's cognitive intents as they directly
manipulate data projections during sensemaking activity. For text analysis, prior …

“I Keep Sweet Cats In Real Life, But What I Need In The Virtual World Is A Neurotic Dragon”: Virtual Pet Design With Personality Patterns

H Ye, R You, K Lou, Y Wen, X Yi, X Tong - Proceedings of the Eleventh …, 2023 - dl.acm.org
Virtual Pets serve as companionships and meaningful in-game narratives in the metaverse.
Players have unique personalities and personality preferences for their pets. However, the …

Labeltransfer-integrating static and dynamic label representation for focus+ context text exploration

Q Han, M John, S Koch, I Assenov… - … Symposium on Big Data …, 2018 - ieeexplore.ieee.org
In recent years, interactive visualization to analyze text documents has gained an impressive
momentum. This is not surprising considering the fast increase of electronically available …