Janowicz, Krzysztof

1. Constructing Gazetteers from Volunteered Big Geo-Data Based on Hadoop
   2013/11/29 by Song Gao, Linna Li, Gao, Song +7 · 2 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #Distributed #FOS: Computer and information sciences #Geographic Information Systems Studies #H.2.4 #H.2.8 #H.3.3 #Parallel #Peer-to-Peer Network Technologies #and Cluster Computing (cs.DC)
2. Towards General-Purpose Representation Learning of Polygonal Geometries
   2022/09/29 by Gengchen Mai, Mai, Gengchen, Chiyu Jiang +15 · 3 citations
   Computer Science · Social Sciences · #68T07 #68T10 #68T30 #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #I.2.6 #I.3.5 #I.5.4 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
3. Measuring Geographic Diversity of Foundation Models with a Natural Language--based Geo-guessing Experiment on GPT-4
   2024/04/11 by Zilong Liu, Liu, Zilong, Krzysztof Janowicz +5 · 3 citations
   Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications #Semantic Web and Ontologies
4. An empirical study on the names of points of interest and their changes with geographic distance
   2018/06/21 by Hu, Yingjie, Janowicz, Krzysztof · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.2.8 #H.3.1
5. GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS
   2025/03/31 by Li, Zhenlong, Ning, Huan, Gao, Song +13 · 5 citations
   #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Software Engineering (cs.SE)
6. Foundation Models for Geospatial Reasoning: Assessing Capabilities of Large Language Models in Understanding Geometries and Topological Spatial Relations
   2025/05/22 by Ji, Yuhan, Gao, Song, Nie, Ying +2 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2
7. The KnowWhereGraph: A Large-Scale Geo-Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo-Enrichment
   2025/02/19 by Zhu, Rui, Shimizu, Cogan, Stephen, Shirly +25 · 3 citations
   #Databases (cs.DB) #FOS: Computer and information sciences
8. The S2 Hierarchical Discrete Global Grid as a Nexus for Data Representation, Integration, and Querying Across Geospatial Knowledge Graphs
   2024/10/18 by Stephen, Shirly, Faulk, Mitchell, Janowicz, Krzysztof +10 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
9. MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations
   2024/05/28 by Wang, Zhangyu, Mai, Gengchen, Janowicz, Krzysztof +1 · 1 citation
   #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)