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[HTML][HTML] Construction of knowledge graphs: Current state and challenges
With Knowledge Graphs (KGs) at the center of numerous applications such as recommender
systems and question-answering, the need for generalized pipelines to construct and …
systems and question-answering, the need for generalized pipelines to construct and …
Geospatial big data: Survey and challenges
J Wu, W Gan, HC Chao… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
In recent years, geospatial big data (GBD) has obtained attention across various disciplines,
categorized into big Earth observation data and big human behavior data. Identifying …
categorized into big Earth observation data and big human behavior data. Identifying …
Urbankg: An urban knowledge graph system
Every day, our living city produces a tremendous amount of spatial-temporal data, involved
with multiple sources from the individual scale to the city scale. Undoubtedly, such massive …
with multiple sources from the individual scale to the city scale. Undoubtedly, such massive …
Construction of knowledge graphs: State and challenges
With knowledge graphs (KGs) at the center of numerous applications such as recommender
systems and question answering, the need for generalized pipelines to construct and …
systems and question answering, the need for generalized pipelines to construct and …
[HTML][HTML] ChatGeoAI: Enabling geospatial analysis for public through natural language, with large language models
Large Language Models (LLMs) such as GPT, BART, and Gemini stand at the forefront of
Generative Artificial Intelligence, showcasing remarkable prowess in natural language …
Generative Artificial Intelligence, showcasing remarkable prowess in natural language …
Benchmarking Geospatial Question Answering Engines Using the Dataset GeoQuestions1089
We present the dataset GeoQuestions1089 for benchmarking geospatial question
answering engines. GeoQuestions1089 is the largest such dataset available presently and it …
answering engines. GeoQuestions1089 is the largest such dataset available presently and it …
Semantic agent framework for automated flood assessment using dynamic knowledge graphs
This article proposes a framework of linked software agents that continuously interact with
an underlying knowledge graph to automatically assess the impacts of potential flooding …
an underlying knowledge graph to automatically assess the impacts of potential flooding …
[HTML][HTML] The question answering system geoqa2 and a new benchmark for its evaluation
We present the question answering engine GeoQA2 which is able to answer geospatial
questions over the union of knowledge graphs YAGO2 and YAGO2geo. We also present the …
questions over the union of knowledge graphs YAGO2 and YAGO2geo. We also present the …
Self-supervised Learning for Geospatial AI: A Survey
The proliferation of geospatial data in urban and territorial environments has significantly
facilitated the development of geospatial artificial intelligence (GeoAI) across various urban …
facilitated the development of geospatial artificial intelligence (GeoAI) across various urban …
Mobility knowledge graph: review and its application in public transport
Understanding human mobility in urban areas is crucial for transportation planning,
operations, and online control. The availability of large-scale and diverse mobility data (eg …
operations, and online control. The availability of large-scale and diverse mobility data (eg …