Theses

These are the dissertation titles of lab members.

FY2025

Kohei Iihama: Generating Oogiri Responses via Persona-Based Discussions with Large Language Models and Human-Like Judge Modeling
Tomoki Kawabata: Crowd Flow Prediction with Physical Consistency through Velocity Fields
Ryuichi Sudo: Understanding Mobility Characteristics from Trajectory Data and Proposing a Route Recommendation Method Based on Such Characteristics
Tetsuro Takahashi: Improving Emergency Response Time through Ambulance Operation Optimization
Naruhisa Takahashi: Exploring Personality and Behavioral Traits Affecting the Achievement of Health Behavior Goals

Hikari Aida: A Two-Stage Slide Generation Framework Based on Outline Generation and Evaluation-Driven Refinement
Koki Kibata: Construction of an Anime Image Generation Model Incorporating Character Information Constraints within Diffusion Models
Yota Kurisuno: Aspect-based Residual Correction Approach for Recommendation
Ririko Miyamoto: Aligning LLMs with Global Values: A Prompt Optimization Approach to Culturally Adaptive Generation
- Best Undergraduate Thesis Award of the School of Data Science

Takuya Okada: Optimization of Behavioral Change Messages Using Large Language Models
- Best Undergraduate Thesis Award of the School of Data Science
Kanaru Okamoto: A Study on a Method for Exploring Decision-Making Support Strategies to Prevent Procrastination Using Reinforcement Learning
Shunsuke Kabaya: Attempt to create test questions based on lecture materials using RAG
Manami Sanematsu: Extraction of Hot Spring Water Skin Sensation Descriptions from Hot Spring Reviews and Analysis of Contributing Components
Haruto Sugawara: Acquisition of Cooperative Behavior in Multi-Agent Path Finding
Takumi Nakamura: Proposal of a Query Expansion Method Considering User Interests Using Large Language Models

Kohei Iihama: Extraction of Perspectives Based on Sentiment Polarity in Tourist Spot Reviews
Tomoki Kawabata: Spatio-Temporal Graph Modeling with Knowledge Transfer for Increasing Number of Traffic Measurement points
- Excellent Undergraduate Thesis Award of the School of Data Science
Ryuichi Sudo: Understanding Human Mobility Using Movement Trajectories and Corresponding GIS Data

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