About Me

Hello, my name is Haru Terashima, Graduate School of Engineering, Nagoya University, Japan.
My hobbies are running, darts, billiards, and travel.

Biography

Education

• Department of Information and Communication Engineering
  Graduate School of Engineering, Nagoya University (2024.04 - now)
• Department of Electrical, Electronics, and Information Engineering
  School of Engineering, Nagoya University (2020.04 - 2024.03)
• Aichi Prefectual Meiwa High School (2017.04 - 2020.03)

Experience

• Graduate Program for Lifestyle Revolution based on Transdisciplinary Mobility Innovation (TMI)
  Institutes of Innovation for Future Society, Nagoya University (2024.05 - now)

Activities

• Asian Student Symposium on Emerging Technologies (ASSET) sponsored by ACM SIGMBILE (2024.6)

Publications

International Conference

• Naoki Tamura, Haru Terashima, Kazuyuki Shoji, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Additive Compositionality in Urban Area Embeddings Based on Human Mobility Patterns", ACM SIGSPATIAL, 2024
• Kazuyuki Shoji, Haru Terashima, Naoki Tamura, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Unveiling Human Attributes through Life Pattern Clustering using GPS Data Only", ACM SIGSPATIAL, 2024
• Haru Terashima, Shun Takagi, Naoki Tamura, Kazuyuki Shoji, Tahera Hossain, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Time-series Stay Frequency for Multi-City Next Location Prediction using Multiple BERTs", ACM SIGSPATIAL 2nd HuMob Challenge Workshop, 2024
• Haru Terashima, Naoki Tamura, Kazuyuki Shoji, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Human Mobility Prediction Challenge: Next Location Prediction using Spatiotemporal BERT", ACM SIGSPATIAL 1st HuMob Challenge Workshop, 2023

Domestic Conference

• 田村直樹, 寺島青, 庄子和之, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "共通潜在空間を介した多様な都市エリアデータのクロスモーダル変換手法", 第84回 IPSJ SIG-UBI研究会, 2024
  
• 寺島青, 髙木峻, 田村直樹, 庄子和之, Tahera Hossain, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "時系列滞在頻度傾向と移動傾向を組み合わせた移動先予測手法", 第84回 IPSJ SIG-UBI研究会, 2024
  
• 庄子和之, 寺島青, 田村直樹, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "DiverCityMeter: 大規模移動データによる生活パターン分析を通じた都市空間の多様性算出手法", 第112回 IPSJ SIG-MBL研究会, 2024
• 寺島青, 田村直樹, 庄子和之, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "NSP-BERT: 滞在時間を考慮に入れた効率的なNext Stay予測手法", DICOMOシンポジウム, 2024
  優秀プレゼンテーション賞
• 寺島青, 田村直樹, 庄子和之, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "BERTに基づく都市における移動エリア予測手法の提案", 第111回 IPSJ SIG-MBL研究会, 2024
  奨励発表賞

Awards

Research

• 優秀プレゼンテーション賞, DICOMOシンポジウム, 2024.6
• 奨励発表賞, 第111回 IPSJ SIG-MBL研究会, 2024.5

Competition

• Human Mobility Prediction Challenge 2024
  Grand Winner(GEOBLEU section), uclab (Haru Terashima, Shun Takagi, Naoki Tamura, Kazuyuki Shoji), 2024.11
• Human Mobility Prediction Challenge 2023
  Grand Winner, uclab2023 (Haru Terashima, Naoki Tamura, Kazuyuki Shoji), 2023.11
• Japan Automotive AI Challenge 2023 Integration
  第3位, UCLab_challengers (寺島青, 鈴木優真, 下里浩昇), 2023.11
• Japan Automotive AI Challenge 2023 For Rookie
  第2位, 寺島青, 2023.8