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 …
A novel similarity measure for spatial entity resolution based on data granularity model: Managing inconsistencies in place descriptions
M Khodizadeh-Nahari, N Ghadiri… - Applied …, 2021 - Springer
Tremendous amounts of data are generated every day by different sources and stored in
heterogeneous databases. Providing an integrated view by fusion of data is essential to …
heterogeneous databases. Providing an integrated view by fusion of data is essential to …
Approaches for the clustering of geographic metadata and the automatic detection of quasi-spatial dataset series
The discrete representation of resources in geospatial catalogues affects their information
retrieval performance. The performance could be improved by using automatically …
retrieval performance. The performance could be improved by using automatically …
Semantic web technologies automate geospatial data conflation: conflating points of interest data for emergency response services
F Yu, DA McMeekin, L Arnold, G West - Progress in Location Based …, 2018 - Springer
Conflating multiple geospatial data sets into a single dataset is challenging. It requires
resolving spatial and aspatial attribute conflicts between source data sets so the best value …
resolving spatial and aspatial attribute conflicts between source data sets so the best value …
Big-data aggregating, linking, integrating and representing using semantic web technologies
A Saber, AM Al-Zoghby, S Elmougy - The International Conference on …, 2018 - Springer
Semantic web provides information for humans as well as computers to semantically
maintain a large-scale of data and provide a meaningful content of unstructured data. It …
maintain a large-scale of data and provide a meaningful content of unstructured data. It …
Automatic geospatial data conflation using semantic web technologies
F Yu, G West, L Arnold, D McMeekin… - Proceedings of the …, 2016 - dl.acm.org
A Spatial Data Supply Chain (SDSC) is a series of processes that convert raw spatial data
(eg road locations) into useable products (eg road networks). Duplicate SDSCs are not …
(eg road locations) into useable products (eg road networks). Duplicate SDSCs are not …
Ocean knowledge representation through integration of big data employing semantic web technologies
A Velu, M Thangavelu - Earth Science Informatics, 2022 - Springer
Implementation of ocean observation sensors are booming in recent years for encouraging
research among coastal areas all over the world. This results in a copious amount of big …
research among coastal areas all over the world. This results in a copious amount of big …
LOPDF: a framework for extracting and producing open data of scientific documents for smart digital libraries
MA Aslam - PeerJ Computer Science, 2021 - peerj.com
Background Results of scientific experiments and research work, either conducted by
individuals or organizations, are published and shared with scientific community in different …
individuals or organizations, are published and shared with scientific community in different …
[PDF][PDF] Using semantic web technologies to improve the extract transform load model
Semantic Web (SW) provides new opportunities for the study and application of big data,
massive ranges of data sets in varied formats from multiple sources. Related studies focus …
massive ranges of data sets in varied formats from multiple sources. Related studies focus …
A multi-feature based automatic approach to geospatial record linking
Y Zhang, P Yang, C Li, G Zhang, C Wang… - … Journal on Semantic …, 2018 - igi-global.com
This article describes how geographic information systems (GISs) can enable, enrich and
enhance geospatial applications and services. Accurate calculation of the similarity among …
enhance geospatial applications and services. Accurate calculation of the similarity among …