3 citations · 7 across the 6 of their papers we have counts for
6 papers
Understanding the Prediction Mechanism of Sentiments by XAI Visualization
Chaehan So
People often rely on online reviews to make purchase decisions. The present work aimed to gain an understanding of a machine learning model's prediction mechanism by visualizing th…
Who Wins the Game of Thrones? How Sentiments Improve the Prediction of Candidate Choice
Chaehan So
This paper analyzes how candidate choice prediction improves by different psychological predictors. To investigate this question, it collected an original survey dataset featuring…
Human-in-the-Loop Design Cycles -- A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans
Chaehan So
Demands on more transparency of the backbox nature of machine learning models have led to the recent rise of human-in-the-loop in machine learning, i.e. processes that integrate hu…
Are You an Introvert or Extrovert? Accurate Classification With Only Ten Predictors
Chaehan So
This paper investigates how accurately the prediction of being an introvert vs. extrovert can be made with less than ten predictors. The study is based on a previous data collectio…
What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI
Chaehan So
When people buy products online, they primarily base their decisions on the recommendations of others given in online reviews. The current work analyzed these online reviews by sen…
A Pragmatic AI Approach to Creating Artistic Visual Variations by Neural Style Transfer
Chaehan So
On a constant quest for inspiration, designers can become more effective with tools that facilitate their creative process and let them overcome design fixation. This paper explore…