Graduate School of Social Data Science

Yoshiki Ogawa

Papers

1.	Street Space Quality Improvement: Fusion of Subjective Perception in Street View Image Generation (Peer-reviewed) Chenbo Zhao, Yoshiki Ogawa, Shenglong Chen, Takuya Oki, Yoshihide Sekimoto Information Fusion Vol.125,pp.103467 2026.1
2.	Mobility Patterns of Trailers Around International Container Terminals: A Case Study in Sendai Port, Japan Huixuan Zheng, Chenbo Zhao, Yoshiki Ogawa, Ryuichi Shibasaki, Naoya Fujiwara Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024 pp.6823-6833 2024.12
3.	Analysis of postdisaster economy using high‐resolution disaster and economy simulations Amit Gill, Maddegedara Lalith, Muneo Hori, Yoshiki Ogawa Risk Analysis 2024.10
4.	Post-hazard supply chain disruption: Predicting firm-level sales using graph neural network Shaofeng Yang, Yoshiki Ogawa, Koji Ikeuchi, Ryosuke Shibasaki, Yuuki Okuma International Journal of Disaster Risk Reduction Vol.110 2024.8
5.	Enhanced large-scale building extraction evaluation: developing a two-level framework using proxy data and building matching Shenglong Chen, Yoshiki Ogawa, Chenbo Zhao, Yoshihide Sekimoto European Journal of Remote Sensing Vol.57,No.1 2024.7
6.	Evaluating the subjective perceptions of streetscapes using street-view images Yoshiki Ogawa, Takuya Oki, Chenbo Zhao, Yoshihide Sekimoto, Chihiro Shimizu Landscape and Urban Planning Vol.247 2024.7
7.	End-to-End Framework for the Automatic Matching of Omnidirectional Street Images and Building Data and the Creation of 3D Building Models Yoshiki Ogawa, Ryoto Nakamura, Go Sato, Hiroya Maeda, Yoshihide Sekimoto Remote Sensing Vol.16,No.11 2024.5
8.	Unveiling the Non-Linear Influence of Eye-Level Streetscape Factors on Walking Preference: Evidence from Tokyo Lu Huang, Takuya Oki, Sachio Muto, Yoshiki Ogawa ISPRS International Journal of Geo-Information Vol.13,No.4 2024.4
9.	Geometric-based approach for linking various building measurement data to a 3D city model Yoshiki Ogawa, Go Sato, Yoshihide Sekimoto PLOS ONE Vol.19,No.1 January 2024.1
10.	Chapter 10: Study on Improved and Advanced Urban Information Data for Implementation into Social Science Simulations of Earthquakes Yoshiki Ogawa, Yoshihide Sekimoto Application of High-performance Computing to Earthquake-related Problems pp.577-625 2024.1
11.	Revamping Building Extraction with Yolov8: A Multi-Domain Assessment in Bangkok's Diverse Land-Use-Types Bhanu Prasad Chintakindi, Yoshiki Ogawa, Shenglong Chen, Yoshihide Sekimoto International Geoscience and Remote Sensing Symposium (IGARSS) pp.10053-10057 2024
12.	Generating Diverse Optimal Road Management Plans in Post-Disaster by Applying Envelope Multi-Objective Deep Reinforcement Learning Soo-Hyun Joo, Yoshiki Ogawa, Yoshihide Sekimoto Journal of Disaster Research Vol.18,No.8,pp.884-894 2023.12
13.	Label Freedom: Stable Diffusion for Remote Sensing Image Semantic Segmentation Data Generation. (Peer-reviewed) Chenbo Zhao, Yoshiki Ogawa, Shenglong Chen, Zhehui Yang, Yoshihide Sekimoto IEEE Big Data pp.1022-1030 2023.12
14.	Predicting Impression Evaluation of Building Exterior Appearance Using Street Image Big Data and Deep Learning. (Peer-reviewed) Yusuke Imadegawa, Takuya Oki, Yoshiki Ogawa, Chenbo Zhao IEEE Big Data pp.1419-1428 2023.12
15.	Quantitative land price analysis via computer vision from street view images (Peer-reviewed) Chenbo Zhao, Yoshiki Ogawa, Shenglong Chen, Takuya Oki, Yoshihide Sekimoto Engineering Applications of Artificial Intelligence Vol.123,pp.106294 2023.8
16.	Research Trends in Geospatial Information Science: Focusing on Data and Analysis Yoshiki Ogawa Sociological Theory and Methods Vol.38,No.1,pp.98-111 2023.8
17.	Automatic Evaluation of Street-Level Walkability Based on Computer Vision Techniques and Urban Big Data (Peer-reviewed) Lu Huang, Takuya Oki, Sachio Muto, Hongjik Kim, Yoshiki Ogawa, Yoshihide Sekimoto Intelligence for Future Cities Vol.Part F270,pp.231-259 2023.6
18.	People Flow Trend Estimation Approach and Quantitative Explanation Based on the Scene Level Deep Learning of Street View Images Chenbo Zhao, Yoshiki Ogawa, Shenglong Chen, Takuya Oki, Yoshihide Sekimoto Remote Sensing Vol.15,No.5,pp.1362 2023.2
19.	Large-scale individual building extraction from open-source satellite imagery via super-resolution-based instance segmentation approach (Peer-reviewed) Shenglong Chen, Yoshiki Ogawa, Chenbo Zhao, Yoshihide Sekimoto ISPRS Journal of Photogrammetry and Remote Sensing Vol.195,pp.129-152 2023.1
20.	Deep Learning Approach for Classifying the Built Year and Structure of Individual Buildings by Automatically Linking Street View Images and GIS Building Data Yoshiki Ogawa, Chenbo Zhao, Takuya Oki, Shenglong Chen, Yoshihide Sekimoto IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol.16,pp.1740-1755 2023
21.	Development of current estimated household data and agent-based simulation of the future population distribution of households in Japan Kento Kajiwara, Jue Ma, Toshikazu Seto, Yoshihide Sekimoto, Yoshiki Ogawa, Hiroshi Omata Computers, Environment and Urban Systems Vol.98,pp.101873 2022.12
22.	Modelling the behaviour of corporations during the flood damage recovery process using multi‐agent deep reinforcement learning Shaofeng Yang, Yoshiki Ogawa, Koji Ikeuchi, Ryosuke Shibasaki, Yuuki Okuma Journal of Flood Risk Management 2022.8
23.	Bottleneck firm identification model in supply chain-Applying to large-scale inter-firm transaction data in Japan- 小川芳樹, YANG Shaofeng, 池内幸司, 柴崎亮介, 大熊裕輝 GIS-理論と応用 Vol.30,No.1,pp.27-37 2022.6
24.	A METHOD FOR REGIONAL ANALYSIS USING DEEP LEARNING BASED ON BIG DATA OF OMNIDIRECTIONAL IMAGES OF STREETS T. Oki, Y. Ogawa International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives Vol.43,No.B4-2022,pp.545-552 2022.5
25.	Road-reconstruction after multi-locational flooding in multi-agent deep RL with the consideration of human mobility - Case study: Western Japan flooding in 2018 - Soo hyun Joo, Yoshiki Ogawa, Yoshihide Sekimoto International Journal of Disaster Risk Reduction Vol.70 2022.2
26.	Development of current estimated household data and agent-based simulation of the future population distribution of households in Japan. Kento Kajiwara, Jue Ma, Toshikazu Seto, Yoshihide Sekimoto, Yoshiki Ogawa, Hiroshi Omata CoRR Vol.abs/2204.00198 2022
27.	Large-Scale Building Footprint Extraction from Open-Sourced Satellite Imagery via Instance Segmentation Approach. Shenglong Chen, Yoshiki Ogawa, Chenbo Zhao, Yoshihide Sekimoto IGARSS pp.6284-6287 2022
28.	Scene Level People Flow Trend Prediction by Swin Transformer. Chenbo Zhao, Yoshiki Ogawa, Shenglong Chen, Yoshihide Sekimoto IGARSS pp.2434-2437 2022
29.	Seamless Simulations of Earthquake Disasters and Economy at 1:1 scale Utilizing Big-data Amit Gill, Maddegedara Lalith, Yoshiki Ogawa, Hideyuki O-Tani, Tsuyoshi Ichimura, Kohei Fujita, Filippo Gatti, Muneo Hori ACM International Conference Proceeding Series pp.101-108 2021.12
30.	Joining street-view images and building footprint gis data Yoshiki Ogawa, Takuya Oki, Shenglong Chen, Yoshihide Sekimoto Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, GeoSearch 2021 pp.18-24 2021.11
31.	Estimation of earthquake damage to urban environments using sparse modeling Yoshiki Ogawa, Yoshihide Sekimoto, Ryosuke Shibasaki Environment and Planning B: Urban Analytics and City Science Vol.48,No.5,pp.1075-1090 2021.6
32.	MODEL FOR ESTIMATION OF BUILDING STRUCTURE AND BUILT-YEAR USING BUILDING FACADE IMAGES AND ATTRIBUTES OBTAINED FROM REAL ESTATE DATABASE 沖拓弥, 小川芳樹 日本建築学会計画系論文集 Vol.86,No.779 2021
33.	Development of current estimated household data and a future forecast model for nationwide agent simulation Kajiwara Kento, Seto Toshikazu, Sekimoto Yoshihide, Ogawa Yoshiki, Omata Hiroshi Journal of the City Planning Institute of Japan Vol.56,No.3,pp.603-610 2021
34.	Model for Estimation of Building Structure and Built Year Using Building Facade Images and Attributes Obtained from a Real Estate Database Takuya Oki, Yoshiki Ogawa Urban Book Series pp.549-573 2021
35.	Decision-Making System for Road-Recovery Considering Human Mobility by Applying Deep Q-Network Soo Hyun Joo, Yoshiki Ogawa, Yoshihide Sekimoto Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 pp.4075-4084 2019.12
36.	Estimation of Transactional Network Data between Branch Offices using Transactional Big Data Throughout Japan Yoshiki Ogawa, Yuki Akiyama, Sekimoto Yoshihide, Ryosuke Shibasaki Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 pp.3916-3924 2019.12
37.	Study on the relationship between house rent and people congestion by time in Tokyo based on mobile phone GPS data Yinglan Qin, Yuki Akiyama, Yoshiki Ogawa, Ryosuke Shibasaki, Taisei Sato Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 pp.5313-5320 2019.12
38.	Firm-level behavior control after large-scale urban flooding using multi-agent deep reinforcement learning Shaofeng Yang, Yoshiki Ogawa, Koji Ikeuchi, Yuki Akiyama, Ryosuke Shibasaki Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, GeoSim 2019 pp.24-27 2019.11
39.	Estimation of the economic impact of urban flood through the use of big data on inter-branch office transactions (Peer-reviewed) Shaofeng Yang, Yoshiki Ogawa, Koji Ikeuchi, Yuki Akiyama, Rryosuke Shibasaki Journal of Natural Disaster Science Vol.38,No.特別号,pp.185-199 2019.10
40.	Development of Building Micro Geodata for Earthquake Damage Estimation Yuki Akiyama, Yoshiki Ogawa International Geoscience and Remote Sensing Symposium (IGARSS) pp.5528-5531 2019.7
41.	Earthquake Damage Estimation by Sparse Modeling Using Geospatial Big Data Yoshiki Ogawa, Yuki Akiyama, Yoshihide Sekimoto, Ryosuke Shibasaki International Geoscience and Remote Sensing Symposium (IGARSS) pp.5532-5535 2019.7
42.	Estimation of supply chain network disruption of companies across the country affected by the nankai trough earthquake Tsunami in Kochi city Yoshiki Ogawa, Yuki Akiyama, Muneta Yokomatsu, Yoshihide Sekimoto, Ryosuke Shibasaki Journal of Disaster Research Vol.14,No.3,pp.508-520 2019.3
43.	Estimation of the economic impact of large-scale flooding in the Tokyo metropolitan area Shaofeng Yang, Ryosuke Shibasaki, Yoshiki Ogawa, Koji Ikeuchi, Yuki Akiyama Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018 pp.3191-3200 2019.1
44.	Development of Building Micro Geodata for Earthquake Damage Estimation. (Peer-reviewed) Yuki Akiyama, Yoshiki Ogawa 2019 IEEE International Geoscience and Remote Sensing Symposium(IGARSS) pp.5528-5531 2019
45.	Firm-level behavior control after large-scale urban flooding using multi-agent deep reinforcement learning. (Peer-reviewed) Shaofeng Yang, Yoshiki Ogawa, Koji Ikeuchi, Yuki Akiyama, Ryosuke Shibasaki Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation(GeoSim@SIGSPATIAL) pp.24-27 2019
46.	Earthquake Damage Estimation by Sparse Modeling Using Geospatial Big Data. (Peer-reviewed) Yoshiki Ogawa, Yuki Akiyama, Yoshihide Sekimoto, Ryosuke Shibasaki 2019 IEEE International Geoscience and Remote Sensing Symposium(IGARSS) pp.5532-5535 2019
47.	Estimation of supply chain network disruption of companies across the country affected by the nankai trough earthquake Tsunami in Kochi city (Peer-reviewed) Ogawa, Y., Akiyama, Y., Yokomatsu, M., Sekimoto, Y., Shibasaki, R. Journal of Disaster Research Vol.14,No.3,pp.508-520 2019
48.	A STUDY FOR THE FORMATION MECHANISM OF HOUSE RENT USING MICRO GEODATA―Focusing on the mismatch between house value for residents and market value― (Peer-reviewed) 秋山祐樹, 小川芳樹 住総研研究論文集・実践研究報告集 Vol.44,No.44,pp.1‐12-12 2018.3
49.	Developing a Model for Estimating the Home Return of Evacuees Based on the 2011 Tohoku Earthquake Tsunami - Utilizing Mobile Phone GPS Big Data. (Peer-reviewed) Yoshiki Ogawa, Taisei Sato, Yuki Akiyama, Ryosuke Shibasaki, Yoshihide Sekimoto Advances and New Trends in Environmental Informatics - Managing Disruption, Big Data and Open Science pp.227-240 2018
50.	Estimation of the economic impact of large-scale flooding in the Tokyo metropolitan area. (Peer-reviewed) Shaofeng Yang, Ryosuke Shibasaki, Yoshiki Ogawa, Koji Ikeuchi, Yuki Akiyama IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018 pp.3191-3200 2018
51.	Estimation of Human Damage from the Nankai Trough Earthquake Tsunami Based on Various Scenarios Using Geo Big Data: Case Study in Kochi City (Peer-reviewed) 小川芳樹, 秋山祐樹, 金杉洋, 柴崎亮介 E-Journal GEO (Web) Vol.13,No.1,pp.140‐155(J‐STAGE)-155 2018
52.	Extraction of significant scenarios for earthquake damage estimation using sparse modeling. (Peer-reviewed) Yoshiki Ogawa, Yuki Akiyama, Ryosuke Shibasaki 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, Albi, France, May 21-24, 2017. 2017
53.	Extraction of significant scenarios for earthquake damage estimation using sparse modeling Yoshiki Ogawa, Yuki Akiyama, Ryosuke Shibasaki Proceedings of the International ISCRAM Conference Vol.2017-May,pp.150-163 2017
54.	Earthquake Damage Risk Evaluation by Micro Geo Data R. Shibasaki, Y. Akiyama, Y. Ogawa Disaster Resilient Cities: Concepts and Practical Examples pp.121-134 2016.3
55.	Evaluating the human damage of tsunami at each time frame in aggregate units based on GPS data (Peer-reviewed) Y. Ogawa, Y. Akiyama, H. Kanasugi, R. Shibasaki, H. Kaneda International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives Vol.41,pp.133-138 2016
56.	Evaluating the Human Damage of Tsunami at Each Time Frame in Aggregate Units Based on GPS data (Peer-reviewed) Y. Ogawa, Y. Akiyama, H. Kanasugi, R. Shibasaki, H. Kaneda XXIII ISPRS CONGRESS, COMMISSION VIII Vol.41,No.B8,pp.133-138 2016
57.	Evaluating the damage of great earthquakes in aggregate units based on detailed population distribution for each time frame (Peer-reviewed) Yoshiki Ogawa, Yuki Akiyama, Hiroshi Kanasugi, Hiroaki Sengoku, Ryosuke Shibasaki CUPUM 2015 - 14th International Conference on Computers in Urban Planning and Urban Management 2015.1
58.	Evaluation of catastrophic earthquake damage throughout Japan using estimated micro data (Peer-reviewed) Yoshiki Ogawa, Yuki Akiyama, Hiroaki Sengoku, Ryosuke Shibasaki Proceedings of CUPUM 2013: 13th International Conference on Computers in Urban Planning and Urban Management - Planning Support Systems for Sustainable Urban Development pp.1-30 2013.1
59.	自然災害リスク評価プラットフォームの開発:QALYへの展開に向けて 加藤孝明, 菅田寛, 秋山祐樹, 仙石裕明, 小川芳樹 日本環境共生学会学術大会発表論文集 Vol.16th,pp.343-346 2013
60.	Fixed order implementation of kernel RLS-DCD adaptive filters. (Peer-reviewed) Kiyoshi Nishikawa, Yoshiki Ogawa, Felix Albu Asia-Pacific Signal and Information Processing Association Annual Summit and Conference(APSIPA) pp.1-6 2013
61.	Damage estimate of earthquake, tsunami and hydrogen explosion for Fukushima Nuclear Power Plant Yoshiki Ogawa, Susumu Ogawa 32nd Asian Conference on Remote Sensing 2011, ACRS 2011 Vol.1,pp.544-549 2011
62.	Radioisotope pollution from fukushima nuclear power plant Susumu Ogawa, Yoshiki Ogawa 32nd Asian Conference on Remote Sensing 2011, ACRS 2011 Vol.2,pp.1430-1435 2011
63.	Vibrational excitation of CO molecules by infrared free electron laser Ogi, Y., Endo, T., Tsukiyama, K., Kondoh, H., Tono, K., Ogawa, Y., Hamada, Y., Ohta, T., Kuroda, H. Journal of Electron Spectroscopy and Related Phenomena Vol.128,No.1 2003
64.	Importance of an intramolecular 1,5-CH...O interaction and intermolecular interactions as factors determining conformational equilibria in 1,2-dimethoxyethane: a matrix-isolation infrared spectroscopic study Yoshida, H., Kaneko, I., Matsuura, H., Ogawa, Y., Tasumi, M. Chemical Physics Letters Vol.196,No.6 1992
65.	Tables of Molecular Vibrational Frequencies Part 10 Shimanouchi, T., Matsuura, H., Ogawa, Y., Harada, I. Journal of Physical and Chemical Reference Data Vol.9,No.4 1980
66.	Tables of molecular vibrational frequencies Shimanouchi, T., Matsuura, H., Ogawa, Y., Harada, I. Journal of Physical and Chemical Reference Data Vol.7,No.4 1978
67.	Far-i.r. reflection spectrum and normal vibrations of red mercuric iodide crystal Ogawa, Y., Harada, I., Matsuura, H., Shimanouchi, T. Spectrochimica Acta Part A: Molecular Spectroscopy Vol.32,No.1 1976
68.	The future of atomic power industry in japan and history of light metals Ogawa, Y. Journal of Japan Institute of Light Metals Vol.1956,No.19 1956

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Misc.

1.	仙台港湾部における国際海上コンテナ用セミトレーラのモビリティ分析 藤原直哉, 鄭慧萱, 趙琛渤, 小川芳樹, 柴崎隆一 土木計画学研究・講演集(CD-ROM) 2024年 2024.10
2.	グラフニューラルネットワークを用いたサプライチェーンにおける中核企業の識別 - 日本全国の企業間取引データへの適用 - 鹿野 英明, 小川 芳樹, ジュ スヒョン, 関本 義秀 地理情報システム学会講演論文集(CD-ROM) 2024 2024.10
3.	変化検知に基づく単眼衛星画像を用いた建物フットプリント更新手法の開発 陳 聖隆, 小川 芳樹, 関本 義秀 地理情報システム学会講演論文集(CD-ROM) 2024 2024.10
4.	Ensemble-Based Spatially Adaptive Building Extraction Taming Thailand's Diverse Land Use Types Bhanu Prasad Chintakindi, Shenglong Chen, Yoshiki Ogawa, Yoshihide Sekimoto The 32nd Annual Conference of the Geographic Information System Association (CD-ROM) 2024 2024.10
5.	Evaluating Industry-Specific Changes in freight vehicle travel with COVID-19: A Comprehensive Study Utilizing ETC2.0 data and POI Data Guocheng TANG, Yoshiki Ogawa, Chenbo Zhao, Yoshihide Sekimoto The 32nd Annual Conference of the Geographic Information System Association (CD-ROM) 2024 2024.10
6.	Evaluating the gender and age differences in the subjective perceptions of streetscapes Dongou Yang, Chenbo Zhao, Yoshiki Ogawa, Takuya Oki, Yoshihide Sekimoto The 32nd Annual Conference of the Geographic Information System Association (CD-ROM) 2024 2024.10
7.	Tour analysis of semi-trailers transporting international mar- itime containers in Japan using ETC2.0 data R. Yasuda, R. Shibasaki, Y. Ogawa, C. Zhao 10th International Conference on Transportation and Logistics (TLOG 2024), 2024. 2024.8
8.	ETC2.0を用いた港湾地区における大型貨物車両の交通パターン分析 安田利玖, 柴崎隆一, 小川芳樹, 趙しん渤 土木計画学研究・講演集(CD-ROM) Vol.68 2023
9.	Validation of a data-driven evacuee distribution prediction method integrating graph neural networks and data assimilation 樫山武浩, 沖拓弥, 小川芳樹, 今泉允聡, 大山雄己 人工知能学会全国大会論文集(Web) Vol.37th 2023
10.	Estimation Model for Subjective Impression Evaluation of Building’s Exterior Appearance Using Big Data of Street Omnidirectional Image 今出川祐亮, 沖拓弥, 小川芳樹, ZHAO Chenbo 人工知能学会全国大会論文集(Web) Vol.37th 2023
11.	Improving the Evacuee Distribution Prediction Model Using Graph Neural Networks and Data Assimilation 樫山武浩, 沖拓弥, 小川芳樹, 今泉允聡, 大山雄己 地理情報システム学会講演論文集(CD-ROM) Vol.2023 2023
12.	街路全方位画像から抽出した建物外観の印象に基づく地域分析:深層学習ベースの建物外観印象評価推定モデルの応用 今出川祐亮, 沖拓弥, 小川芳樹, 趙ちん渤 土木計画学研究・講演集(CD-ROM) Vol.68 2023
13.	街路全方位画像ビッグデータから抽出した建物外観画像に基づく汎用的な印象評価手法の検討 今出川 祐亮, 沖 拓弥, 小川 芳樹, 趙 琛渤 第31回地理情報システム学会研究発表大会講演論文集 Vol.31 2022.12
14.	A firm-level agent simulation model to evaluate the impact of floods on supply chains-a case study of the 2018 Japan Floods- YANG Shaofeng, 小川芳樹, 池内幸司, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.31 2022.10
15.	Deep-learning based approach for building extraction and usage classification from fused DSM and satellite images Shenglong Chen, Yoshiki Ogawa, Yoshihide Sekimoto Proceeding of 31th Geographic Information System Association conference 2022.10
16.	Empirical research of web tile processing for various time-series data 関本義秀, 小川芳樹, 朝日孝輔, 遠藤隆浩, 西尾悟 地理情報システム学会講演論文集(CD-ROM) Vol.31 2022.10
17.	Study of a Method to Quickly Estimate the Distribution of Vacant Houses by Artificial Intelligence (AI) from Thermal Infrared and Visible Images Collected by Drones 秋山祐樹, 飯塚浩太郎, 小川芳樹, 山内啓之, 今福信幸, 谷内田修, 杉田暁 地理情報システム学会講演論文集(CD-ROM) Vol.31 2022.10
18.	Attribute-specific Tendencies in Subjective Impression Evaluation of Streetscapes Using Street Omnidirectional Image Big Data 沖拓弥, 小川芳樹, ZHAO Chenbo, 今出川祐亮, 清水千弘 地理情報システム学会講演論文集(CD-ROM) Vol.31 2022.10
19.	Development of a Model for Evaluating Subjective Impressions of Streetscapes Using Omnidirectional Street Image Big Data 小川芳樹, 沖拓弥, ZHAO Chenbo, 関本義秀, 清水千弘 地理情報システム学会講演論文集(CD-ROM) Vol.31 2022.10
20.	Predicting economic damage spillover in supply chains using graph neural network YANG Shaofeng, OGAWA Yoshiki, IKEUCHI Koji, SHIBASAKI Ryosuke Proceedings of the Annual Conference of JSAI Vol.JSAI2022,pp.2J4GS1005 2022
21.	Optimization Method for Supply Chain Reconstruction Process Using Deep Reinforcement Learning-A Case Study of the 2016 Kumamoto Earthquake- YANG Shaofeng, 小川芳樹, 池内幸司, 柴崎亮介, 大熊裕輝 地理情報システム学会講演論文集(CD-ROM) Vol.30 2021
22.	Development of a data-driven evacuee distribution prediction model by integrating graph neural networks and data assimilation 高崎弾, 小川芳樹, 今泉允聡, 沖拓弥, 大山雄己 人工知能学会全国大会(Web) Vol.35th 2021
23.	Automatic Generation Method of Textured 3D Building Models Using Omni-directional Images of Streets 中村遼斗, 佐藤剛, 小川芳樹, 前田紘弥, 関本義秀 地理情報システム学会講演論文集(CD-ROM) Vol.30 2021
24.	Automated Building Matching of Bicycle-mounted Smartphone-photographed Images for 3D City Model Detailing 佐藤剛, 中村遼斗, 前田紘弥, 小川芳樹, 関本義秀 地理情報システム学会講演論文集(CD-ROM) Vol.30 2021
25.	A Method for Combining Omnidirectional Street Images and Building GIS Data 小川芳樹, 沖拓弥, CHEN Shenglong, 関本義秀 地理情報システム学会講演論文集(CD-ROM) Vol.30 2021
26.	Measuring the number of local IT technicians by GitHub account search-Complementing official statistical data with Internet information- 小林秀二, 関本義秀, 小川芳樹 地理情報システム学会講演論文集(CD-ROM) Vol.30 2021
27.	Estimation of building structure and age using multimodal learning of building images and attributes obtained from real estate data 小川芳樹, 沖拓弥, 関本義秀 日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM) Vol.2020 2020
28.	ELUCIDATION OF RENT FORMATION MECHANISM USING MICRO GEODATA 秋山祐樹, 小川芳樹, QIN Yinglan 住総研研究論文集・実践研究報告集 No.46 2020
29.	Clustering of people’s trajectories from wide-area evacuation simulation assuming a large earthquake and its application to evacuation behavior prediction 沖拓弥, 小川芳樹 人工知能学会全国大会(Web) Vol.34th 2020
30.	Estimation of building structure and age using real estate geospatial information and building images 小川芳樹, 沖拓弥, 関本義秀, 柴崎亮介 人工知能学会全国大会(Web) Vol.34th 2020
31.	Building Extraction from Images of Real Estate by Semantic Segmentation: Application to Built-age and Structure Estimation 小川芳樹, 沖拓弥, CHEN Shenglong, 関本義秀 地理情報システム学会講演論文集(CD-ROM) Vol.29 2020
32.	世帯単位の動向に着目したエージェントベースの人口分布予測モデルに関する研究 梶原健人, 金杉洋, 小川芳樹, 瀬戸寿一, 関本義秀 地理情報システム学会講演論文集(CD-ROM) Vol.28 2019
33.	不動産ポイントデータと機械学習を用いた建物の構造・築年代推定モデル 小川芳樹, 沖拓弥, 関本義秀, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.28 2019
34.	人流ビッグデータを用いた街の賑わいと家賃形成との関係に関する研究 QIN Yinglan, QIN Yinglan, 秋山祐樹, 小川芳樹, 柴崎亮介, 佐藤大誓 地理情報システム学会講演論文集(CD-ROM) Vol.28 2019
35.	マルチエージェント深層強化学習を用いた大規模都市型水害後における企業の行動制御 YANG Shaofeng, 小川芳樹, 池内幸司, 秋山祐樹, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.28 2019
36.	人間都市情報学の先端研究-東京大学生産技術研究所関本研究室 企業間取引ビッグデータを用いた災害時の経済インパクト推計 小川芳樹 Estrela No.307 2019
37.	人流ビッグデータを用いた街の賑わいと家賃形成との関係に関する研究 QIN Yinglan, 秋山祐樹, 小川芳樹, 柴崎亮介, 金田穂高 地理情報システム学会講演論文集(CD-ROM) Vol.27,pp.ROMBUNNO.D‐2‐3- 2018
38.	荒川流域における大規模水害を対象とした経済的影響の推定 YANG Shaofeng, 小川芳樹, 秋山祐樹, 柴崎亮介, 池内幸司 地理情報システム学会講演論文集(CD-ROM) Vol.27,pp.ROMBUNNO.B‐3‐3- 2018
39.	本社間取引データを用いた事業所間取引データの推定 小川芳樹, 秋山祐樹, 篠原豪太, 関本義秀, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.27,pp.ROMBUNNO.D‐7‐4- 2018
40.	東日本大震災に基づく地震災害時の企業取引への影響モデルの検討 小川芳樹, 秋山祐樹, 柴崎亮介 土木計画学研究・講演集(CD-ROM) Vol.56,pp.ROMBUNNO.195- 2017.10
41.	多様な災害シナリオを考慮した企業の復旧設備投資に関する動的計画問題の数値解析 横松宗太, 秋山祐樹, 小川芳樹, 柴崎亮介 土木計画学研究・講演集(CD-ROM) Vol.55,pp.ROMBUNNO.34‐04- 2017.5
42.	東日本大震災における復旧・復興の早期回復要因の推定手法に関する検討 佐藤大誓, 小川芳樹, 秋山祐樹, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.26,pp.ROMBUNNO.D41- 2017
43.	使いたい公衆トイレを探すためのトイレ属性推定と可視化アプリケーションの検討 小川芳樹, 松原剛, 小野雅史, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.26 2017
44.	Earthquake Damage Risk Evaluation by Micro Geo Data Shibasaki, R., Akiyama, Y., Ogawa, Y. Disaster Resilient Cities: Concepts and Practical Examples pp.121-134 2016
45.	Development of Damage Evaluation Environment by Earthquake Using Micro Geodata Akiyama Yuki, Ogawa Yoshiki, Shibasaki Ryosuke Proceedings of the General Meeting of the Association of Japanese Geographers Vol.2016,No.0,pp.100096- 2016
46.	2011年東日本大震災に基づく津波被害モデルの構築と被害予測 小川芳樹, 秋山祐樹, 柴崎亮介 土木計画学研究・講演集(CD-ROM) Vol.51,pp.ROMBUNNO.90- 2015.6
47.	マイクロジオデータを用いたパーソントリップの高精細化と人流データの開発 小川芳樹, 秋山祐樹, 金杉洋, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.24,pp.ROMBUNNO.F‐2‐4- 2015
48.	2011年東北地方太平洋沖地震津波に基づく家屋の津波被害関数構築に関する研究 小川芳樹, 秋山祐樹, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.23,pp.ROMBUNNO.C-4-2- 2014
49.	大規模地震時における国土スケールの災害リスク・地域災害対応力評価のためのミクロな空間データの基盤整備 秋山祐樹, 小川芳樹, 仙石裕明, 柴崎亮介, 加藤孝明 土木計画学研究・講演集(CD-ROM) Vol.47,pp.ROMBUNNO.392- 2013.6
50.	Development for the damage prediction data of earthquake disaster Yoshiki Ogawa, Yuki Akiyama, Ryosuke Shibasaki 34th Asian Conference on Remote Sensing 2013, ACRS 2013 Vol.5,pp.4136-4143 2013.1
51.	広域地震災害の被害想定のための日本全土における建物単体データの開発 小川芳樹, 秋山祐樹, 仙谷裕明, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.22,pp.ROMBUNNO.F-3-4- 2013
52.	地震時における広域火災被害評価のため推定建物構造データ開発 小川芳樹, 秋山佑樹, 仙石裕明, 柴崎亮介 地理情報システム学会講演論文集(CD-ROM) Vol.21,pp.ROMBUNNO.C-5-2- 2012
53.	光学衛星センサのマルチスペクトルバンド数増加による識別効果の検討 小川芳樹, 山崎文雄 日本リモートセンシング学会学術講演会論文集 Vol.50th,pp.143-144 2011.5

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Awards

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Research Projects

No.	Research subject	Research item(Awarding organization, System name)	Year
1.	生成AI技術を用いた都市規模の三次元建物データの効率的な作成・更新技術の体系化	挑戦的研究(萌芽) ( Awarding organization: 日本学術振興会 System name: 科学研究費助成事業 )	2024.6 - 2026.3
2.	Real-time global logistics simulation system considering all transport modes and applications to policy analysis	Grant-in-Aid for Scientific Research (A) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research )	2024.4 - 2028.3
3.	Realizing Micro Population Data at the Building Scale in Developing Countries Using Satellite Image and AI	Grant-in-Aid for Scientific Research (B) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research )	2024.4 - 2027.3
4.	Integrated Dynamics Monitoring and Application for Land and Maritime Transport through Observation Data Collaboration	Grant-in-Aid for Scientific Research (B) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research )	2024.4 - 2027.3
5.	疑似人流開発プラットフォームの構築	基盤研究(C) ( Awarding organization: 日本学術振興会 System name: 科学研究費助成事業 )	2023.4 - 2026.3
6.	グローバル人流データコモンズ創出のための基礎的研究	挑戦的研究(萌芽) ( Awarding organization: 日本学術振興会 System name: 科学研究費助成事業 挑戦的研究(萌芽) )	2022.6 - 2024.3
7.	Development of Housing Environment Assessment Methods Using Diverse Big Data and Artificial Intelligence for the Formation of Sustainable Residential Areas	Grant-in-Aid for Scientific Research (C) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C) )	2022.4 - 2025.3
8.	Realization of the Micro Population Census by Deep Learning Using Satellite Images in Developing Countries	Grant-in-Aid for Scientific Research (B) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B) )	2020.4 - 2024.3
9.	深層強化学習による行動戦略の獲得：企業の地震津波被害における復旧計画	若手研究 ( Awarding organization: 日本学術振興会 System name: 科学研究費助成事業 若手研究 )	2020.4 - 2023.3
10.	Study for Development of Dynamic Geodemographic Using Geospatial Information and Big Data	Grant-in-Aid for Challenging Research (Exploratory) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research Grant-in-Aid for Challenging Research (Exploratory) )	2019.6 - 2022.3
11.	「観測ビッグデータ同化」による大地震時のリアルタイム避難者分布推定技術の開発	基盤研究(C) ( Awarding organization: 日本学術振興会 System name: 科学研究費助成事業 基盤研究(C) )	2019.4 - 2022.3
12.	Extraction of significant scenarios for earthquake damage estimation using sparse modeling	Grant-in-Aid for Young Scientists (B) ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B) )	2017.4 - 2020.3
13.	Development of dynamic human activity analysis by estimation of people attributes on person flow big data collected by mobile phone GPS data	Grant-in-Aid for Challenging Exploratory Research ( Awarding organization: Japan Society for the Promotion of Science System name: Grants-in-Aid for Scientific Research Grant-in-Aid for Challenging Exploratory Research )	2015.4 - 2018.3

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