石堅論壇
石堅青年學術論壇第5期Artificial Intelligence Studies in Cartography: A Review and Synthesis of Methods, Applications, and Ethics
文章來源： | 發布時間：2024-05-20 | 【打印】 【關閉】
康雨豪，美國南卡羅萊納大學地理系助理教授、博士生導師，地理空間智能感知實驗室(GISense Lab)主任。他將在2024年秋季加盟美國得克薩斯大學奧斯汀分校(UT-Austin)。曾任MIT感知城市實驗室博士后研究員，谷歌X副研究員，獲美國威斯康星大學麥迪遜分校博士學位、武漢大學學士學位。他的研究興趣為以人為中心的地理空間數據科學和地理人工智能，在IJGIS、CaGIS、CEUS、LUP、PNAS等國際期刊共發表地理信息科學相關學術論文40余篇，擔任《計算城市科學》 (Computational Urban Science)副主編。曾獲奧地利國家科學院(OAW)優秀青年學者、地圖學與地理信息社區（CaGIS）新星獎、國際制圖學會（ICA）優秀青年學者、CPGIS卓越教育獎等。他熱衷于服務全球GIScience社區，創立了全球非營利教育項目GISphere。
報告摘要: The past decade has witnessed the rapid development of geospatial artificial intelligence (GeoAI) primarily due to the ground-breaking achievements in deep learning and machine learning. In this presentation, Dr. Kang will review a few GeoAI studies that successfully support cartographic design decisions, either accelerate previously complex cartographic design tasks or enable cartographic creativity in new ways. Despite the promise of GeoAI, researchers have growing concerns about the ethical issues of GeoAI for cartography. Dr. Kang will raise five potential ethical challenges including commodification, responsibility, privacy, bias, and (together) transparency, explainability, and provenance. After that, Dr. Kang will discuss four potential research directions for future cartographic research with GeoAI: GeoAI-enabled active cartographic symbolism, human-in-the-loop, GeoAI-based mapping-as-a-service, and generative GeoAI for cartography. Finally, he will share his multifaceted experiences in GISphere that aim to promote global GIScience education.
主持人：張岸 副研究員
時 間：2024年5月22日（星期三） 15:00-17:00
地 點：中國科學院地理資源所A430會議室
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