Sangyeon Kim

Works (6)

Updated: October 16th, 2024 05:02

2023 article

A User Preference and Intent Extraction Framework for Explainable Conversational Recommender Systems

Park, J., Kim, S., & Lee, S. (2023, June 20).

By: J. Park *, S. Kim n & S. Lee *

author keywords: Keyword Extraction; User Feedback Processing; Conversational Recommender System
topics (OpenAlex): Topic Modeling; Recommender Systems and Techniques; Advanced Text Analysis Techniques
TL;DR: This work proposes a novel framework to extract user preference and user intent and apply it to a recommender system, and implements recommendation by candidate selection and ranking, then provides explanation of the recommendation result to enhance interpretability and manipulability of the system. (via Semantic Scholar)
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4. Quality Education (OpenAlex)
Source: Web Of Science
Added: February 12, 2024

2023 article

Brain dynamics of mental workload in a multitasking context: Evidence from dynamic causal modeling

Huang, J., Pugh, Z. H., Kim, S., & Nam, C. S. (2023, November 16). Computers in Human Behavior, Vol. 152.

By: J. Huang *, Z. Pugh n, S. Kim n & C. Nam n 

author keywords: Mental workload; Brain connectivity; Electroencephalography (EEG); Multitasking; Dynamic causal modeling
topics (OpenAlex): Human-Automation Interaction and Safety; Functional Brain Connectivity Studies; EEG and Brain-Computer Interfaces
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Sources: Web Of Science, NC State University Libraries
Added: January 2, 2024

2023 article

Designing an XAI interface for BCI experts: A contextual design for pragmatic explanation interface based on domain knowledge in a specific context

Kim, S., Choo, S., Park, D., Park, H., Nam, C. S., Jung, J.-Y., & Lee, S. (2023, February 24). International Journal of Human-Computer Studies, Vol. 174.

By: S. Kim*, S. Choo n , D. Park*, H. Park *, C. Nam n , J. Jung *, S. Lee *

author keywords: Explanation interface; Explainable artificial intelligence (XAI); Pragmatism; Brain-computer interface (BCI); Expert system; Contextual design
topics (OpenAlex): EEG and Brain-Computer Interfaces; Explainable Artificial Intelligence (XAI); Neural dynamics and brain function
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Sources: Web Of Science, NC State University Libraries
Added: August 21, 2023

2023 article

Effectiveness of multi-task deep learning framework for EEG-based emotion and context recognition

Choo, S., Park, H., Kim, S., Park, D., Jung, J.-Y., Lee, S., & Nam, C. S. (2023, May 5). Expert Systems with Applications, Vol. 227.

By: S. Choo n , H. Park *, S. Kim n, D. Park*, J. Jung *, S. Lee *, C. Nam n 

author keywords: Emotion recognition; Multi -task learning (MTL); Convolutional neural network (CNN); Electroencephalogram (EEG)
topics (OpenAlex): EEG and Brain-Computer Interfaces; Emotion and Mood Recognition; ECG Monitoring and Analysis
Sources: Web Of Science, NC State University Libraries
Added: June 19, 2023

2023 article

Interactive Feedback Loop with Counterfactual Data Modification for Serendipity in a Recommendation System

Jeon, G., Kim, S., & Lee, S. (2023, August 2). International Journal of Human-Computer Interaction.

By: G. Jeon *, S. Kim n & S. Lee *

author keywords: Recommendation system; serendipity; interactive machine learning; counterfactual data modification; human intervention; >
topics (OpenAlex): Recommender Systems and Techniques; Image and Video Quality Assessment; Personal Information Management and User Behavior
Source: Web Of Science
Added: August 21, 2023

2023 article

Serendipity into session-based recommendation: Focusing on unexpectedness, relevance, and usefulness of recommendations

Boo, S., Kim, S., & Lee, S. (2023, March 26).

By: S. Boo *, S. Kim n & S. Lee *

author keywords: Session-based recommendation; graph neural networks; serendipity
topics (OpenAlex): Recommender Systems and Techniques; Advanced Graph Neural Networks; Advanced Bandit Algorithms Research
Source: Web Of Science
Added: October 14, 2024

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