Yingjie Hu

According to our database, Yingjie Hu authored at least 61 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

GALLOC: a GeoAnnotator for Labeling LOCation descriptions from disaster-related text messages.

Kai Sun, Yingjie Hu, Kenneth Joseph, Ryan Zhenqi Zhou

Int. J. Geogr. Inf. Sci., August, 2025

2024

On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper).

Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao

ACM Trans. Spatial Algorithms Syst., June, 2024

Location Reference Recognition from Texts: A Survey and Comparison.

Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, Friederike Klan

ACM Comput. Surv., May, 2024

A five-year milestone: reflections on advances and limitations in GeoAI research.

Yingjie Hu, Michael F. Goodchild, A-Xing Zhu, May Yuan, Orhun Aydin, Budhendra Bhaduri, Song Gao, Wenwen Li, Dalton D. Lunga, Shawn D. Newsam

Ann. GIS, January, 2024

2023

TopoBERT: a plug and play toponym recognition module harnessing fine-tuned BERT.

Bing Zhou, Lei Zou, Yingjie Hu, Yi Qiang, Daniel W. Goldberg

Int. J. Digit. Earth, December, 2023

Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.

Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph

Int. J. Geogr. Inf. Sci., November, 2023

Special issue on geospatial artificial intelligence.

Song Gao, Yingjie Hu, Wenwen Li, Lei Zou

GeoInformatica, April, 2023

Conflating point of interest (POI) data: A systematic review of matching methods.

Kai Sun, Yingjie Hu, Yue Ma, Ryan Zhenqi Zhou, Yunqiang Zhu

Comput. Environ. Urban Syst., 2023

On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence.

Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, Chris Cundy, Ziyuan Li, Rui Zhu, Ni Lao

CoRR, 2023

TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT.

Bing Zhou, Lei Zou, Yingjie Hu, Yi Qiang

CoRR, 2023

Geographic Information Extraction from Texts (GeoExT).

Xuke Hu, Yingjie Hu, Bernd Resch, Jens Kersten

Proceedings of the Advances in Information Retrieval, 2023

2022

Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning.

Gengchen Mai, Yingjie Hu, Song Gao, Ling Cai, Bruno Martins, Johannes Scholz, Jing Gao, Krzysztof Janowicz

Trans. GIS, 2022

A review of location encoding for GeoAI: methods and applications.

Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao, Bo Yan, Rui Zhu, Ling Cai, Ni Lao

Int. J. Geogr. Inf. Sci., 2022

Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation.

Yingjie Hu, Zhipeng Gui, Jimin Wang, Muxian Li

Int. J. Geogr. Inf. Sci., 2022

Towards a foundation model for geospatial artificial intelligence (vision paper).

Gengchen Mai, Chris Cundy, Kristy Choi, Yingjie Hu, Ni Lao, Stefano Ermon

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research.

Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiu-Han Lexie Yang, Xueqing Deng

ACM SIGSPATIAL Special, November, 2021

Aligning geographic entities from historical maps for building knowledge graphs.

Kai Sun, Yingjie Hu, Jia Song, Yunqiang Zhu

Int. J. Geogr. Inf. Sci., 2021

How Do People Describe Locations During a Natural Disaster: An Analysis of Tweets from Hurricane Harvey.

Yingjie Hu, Jimin Wang

Proceedings of the 11th International Conference on Geographic Information Science, 2021

2020

NeuroTPR: A neuro-net toponym recognition model for extracting locations from social media messages.

Jimin Wang, Yingjie Hu, Kenneth Joseph

Trans. GIS, 2020

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond.

Krzysztof Janowicz, Song Gao, Grant McKenzie, Yingjie Hu, Budhendra Bhaduri

Int. J. Geogr. Inf. Sci., 2020

Tracking Flooding Phase Transitions and Establishing a Passive Hotline With AI-Enabled Social Media Data.

Ruoqian Wang, Yingjie Hu, Zikai Zhou, Kevin Yang

IEEE Access, 2020

2019

Enhancing spatial and textual analysis with EUPEG: An extensible and unified platform for evaluating geoparsers.

Jimin Wang, Yingjie Hu

Trans. GIS, 2019

GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions.

Yingjie Hu, Song Gao, Dalton D. Lunga, Wenwen Li, Shawn D. Newsam, Budhendra Bhaduri

ACM SIGSPATIAL Special, 2019

GeoAI 2019 workshop report: The 3nd ACM SIGSPATIAL International Workshop on GeoAI: AI for Geographic Knowledge Discovery: Seattle, WA, USA - November 5, 2019.

Song Gao, Shawn D. Newsam, Liang Zhao, Dalton D. Lunga, Yingjie Hu, Bruno Martins, Xun Zhou, Feng Chen

ACM SIGSPATIAL Special, 2019

A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements.

Yingjie Hu, Huina Mao, Grant McKenzie

Int. J. Geogr. Inf. Sci., 2019

Artificial Intelligence Approaches.

Yingjie Hu, Wenwen Li, Dawn J. Wright, Orhun Aydin, Daniel Wilson, Omar Maher, Mansour Raad

CoRR, 2019

2018

ADCN: An anisotropic density-based clustering algorithm for discovering spatial point patterns with noise.

Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao

Trans. GIS, 2018

GeoAI 2018 workshop report the 2nd ACM SIGSPATIAL international workshop on GeoAI: AI for geographic knowledge discovery seattle, WA, USA - November 6, 2018.

Yingjie Hu, Song Gao, Shawn D. Newsam, Dalton D. Lunga

ACM SIGSPATIAL Special, 2018

Identifying Urban Neighborhood Names through User-Contributed Online Property Listings.

Grant McKenzie, Zheng Liu, Yingjie Hu, Myeong Lee

ISPRS Int. J. Geo Inf., 2018

An Empirical Study on the Names of Points of Interest and Their Changes with Geographic Distance.

Yingjie Hu, Krzysztof Janowicz

Proceedings of the 10th International Conference on Geographic Information Science, 2018

2017

GeoAI 2017 workshop report: the 1st ACM SIGSPATIAL International Workshop on GeoAI: @AI and Deep Learning for Geographic Knowledge Discovery: Redondo Beach, CA, USA - November 7, 2016.

Huina Mao, Yingjie Hu, Bandana Kar, Song Gao, Grant McKenzie

ACM SIGSPATIAL Special, 2017

A data-synthesis-driven method for detecting and extracting vague cognitive regions.

Song Gao, Krzysztof Janowicz, Daniel R. Montello, Yingjie Hu, Jiue-An Yang, Grant McKenzie, Yiting Ju, Li Gong, Benjamin Adams, Bo Yan

Int. J. Geogr. Inf. Sci., 2017

Spatial Data Infrastructures.

Yingjie Hu, Wenwen Li

CoRR, 2017

2016

Spatial signatures for geographic feature types: examining gazetteer ontologies using spatial statistics.

Rui Zhu, Yingjie Hu, Krzysztof Janowicz, Grant McKenzie

Trans. GIS, 2016

Task-oriented information value measurement based on space-time prisms.

Yingjie Hu, Krzysztof Janowicz, Yuqi Chen

Int. J. Geogr. Inf. Sci., 2016

A Linked Data Driven Visual Interface for the Multi-perspective Exploration of Data Across Repositories.

Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Grant McKenzie

Proceedings of the Second International Workshop on Visualization and Interaction for Ontologies and Linked Data co-located with the 15th International Semantic Web Conference, 2016

Moon Landing or Safari? A Study of Systematic Errors and Their Causes in Geographic Linked Data.

Krzysztof Janowicz, Yingjie Hu, Grant McKenzie, Song Gao, Blake Regalia, Gengchen Mai, Rui Zhu, Benjamin Adams, Kerry L. Taylor

Proceedings of the Geographic Information Science - 9th International Conference, 2016

ADCN: an anisotropic density-based clustering algorithm.

Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Things and Strings: Improving Place Name Disambiguation from Short Texts by Combining Entity Co-Occurrence with Topic Modeling.

Yiting Ju, Benjamin Adams, Krzysztof Janowicz, Yingjie Hu, Bo Yan, Grant McKenzie

Proceedings of the Knowledge Engineering and Knowledge Management, 2016

The Semantic Trajectory Pattern.

Yingjie Hu, Krzysztof Janowicz

Proceedings of the Ontology Engineering with Ontology Design Patterns, 2016

2015

Extracting and understanding urban areas of interest using geotagged photos.

Yingjie Hu, Song Gao, Krzysztof Janowicz, Bailang Yu, Wenwen Li, Sathya Prasad

Comput. Environ. Urban Syst., 2015

Metadata Topic Harmonization and Semantic Search for Linked-Data-Driven Geoportals: A Case Study Using ArcGIS Online.

Yingjie Hu, Krzysztof Janowicz, Sathya Prasad, Song Gao

Trans. GIS, 2015

A multistage collaborative 3D GIS to support public participation.

Yingjie Hu, Zhenhua Lv, Jianping Wu, Krzysztof Janowicz, Xizhi Zhao, Bailang Yu

Int. J. Digit. Earth, 2015

POI Pulse: A Multi-granular, Semantic Signature-Based Information Observatory for the Interactive Visualization of Big Geosocial Data.

Grant McKenzie, Krzysztof Janowicz, Song Gao, Jiue-An Yang, Yingjie Hu

Cartogr. Int. J. Geogr. Inf. Geovisualization, 2015

An Ontology For Specifying Spatiotemporal Scopes in Life Cycle Assessment.

Bo Yan, Yingjie Hu, Brandon Kuczenski, Krzysztof Janowicz, Andrea Ballatore, Adila Alfa Krisnadhi, Yiting Ju, Pascal Hitzler, Sangwon Suh, Wesley Ingwersen

Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

The GeoLink Framework for Pattern-based Linked Data Integration.

Adila Alfa Krisnadhi, Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Robert A. Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Douglas Fils, Tim Finin, Peng Ji, Matthew B. Jones, Nazifa Karima, Kerstin A. Lehnert, Audrey Mickle, Tom Narock, Margaret O'Brien, Lisa Raymond, Adam Shepherd, Mark Schildhauer, Peter H. Wiebe

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

The GeoLink Modular Oceanography Ontology.

Adila Krisnadhi, Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Robert A. Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Douglas Fils, Timothy W. Finin, Peng Ji, Matthew B. Jones, Nazifa Karima, Kerstin A. Lehnert, Audrey Mickle, Thomas W. Narock, Margaret O'Brien, Lisa Raymond, Adam Shepherd, Mark Schildhauer, Peter H. Wiebe

Proceedings of the Semantic Web - ISWC 2015, 2015

R2R+BCO-DMO - Linked Oceanographic Datasets.

Adila Krisnadhi, Robert A. Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Pascal Hitzler, Yingjie Hu, Krzysztof Janowicz, Peng Ji, Nazifa Karima, Adam Shepherd, Peter H. Wiebe

Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

A Minimal Ontology Pattern for Life Cycle Assessment Data.

Krzysztof Janowicz, Adila Krisnadhi, Yingjie Hu, Sangwon Suh, Bo Pedersen Weidema, Beatriz Rivela, Johan Tivander, David E. Meyer, Gary Berg-Cross, Pascal Hitzler, Wesley Ingwersen, Brandon Kuczenski, Charles Vardeman, Yiting Ju, Michelle Cheatham

Proceedings of the 6th Workshop on Ontology and Semantic Web Patterns (WOP 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

The Semantic Web Journal as Linked Data.

Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Kunal Sengupta

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Prioritizing road network connectivity information for disaster response.

Yingjie Hu, Krzysztof Janowicz

Proceedings of the 1st ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2015

Enabling Semantic Search and Knowledge Discovery for ArcGIS Online: A Linked-Data-Driven Approach.

Yingjie Hu, Krzysztof Janowicz, Sathya Prasad, Song Gao

Proceedings of the AGILE 2015, 2015

2014

An Ontology Design Pattern for Activity Reasoning.

Amin Abdalla, Yingjie Hu, David Carral, Naicong Li, Krzysztof Janowicz

Proceedings of the 5th Workshop on Ontology and Semantic Web Patterns (WOP2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

A Linked-Data-Driven Web Portal for Learning Analytics: Data Enrichment, Interactive Visualization, and Knowledge Discovery.

Yingjie Hu, Grant McKenzie, Jiue-An Yang, Song Gao, Amin Abdalla, Krzysztof Janowicz

Proceedings of the Workshops at the LAK 2014 Conference co-located with 4th International Conference on Learning Analytics and Knowledge (LAK 2014), 2014

Improving wikipedia-based place name disambiguation in short texts using structured data from DBpedia.

Yingjie Hu, Krzysztof Janowicz, Sathya Prasad

Proceedings of the 8th Workshop on Geographic Information Retrieval, 2014

2013

A Multi-stage Collaborative 3D GIS to Support Public Participation.

Yingjie Hu, Zhenhua Lv, Jianping Wu, Krzysztof Janowicz, Xizhi Zhao, Bailang Yu

CoRR, 2013

Linked Scientometrics: Designing Interactive Scientometrics with Linked Data and Semantic Web Reasoning.

Grant McKenzie, Krzysztof Janowicz, Yingjie Hu, Kunal Sengupta, Pascal Hitzler

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

A Linked-Data-Driven and Semantically-Enabled Journal Portal for Scientometrics.

Yingjie Hu, Krzysztof Janowicz, Grant McKenzie, Kunal Sengupta, Pascal Hitzler

Proceedings of the Semantic Web - ISWC 2013, 2013

A spatiotemporal scientometrics framework for exploring the citation impact of publications and scientists.

Song Gao, Yingjie Hu, Krzysztof Janowicz, Grant McKenzie

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

A Geo-ontology Design Pattern for Semantic Trajectories.

Yingjie Hu, Krzysztof Janowicz, David Carral, Simon Scheider, Werner Kuhn, Gary Berg-Cross, Pascal Hitzler, Mike Dean, Dave Kolas

Proceedings of the Spatial Information Theory - 11th International Conference, 2013

2012

Improving personal information management by integrating activities in the physical world with the semantic desktop.

Yingjie Hu, Krzysztof Janowicz

Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012