دورية أكاديمية
Know, Know Where, Know Where Graph:A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence
| العنوان: | Know, Know Where, Know Where Graph:A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence |
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| المؤلفون: | Janowicz, Krzysztof, Hitzler, Pascal, Li, Wenwen, Rehberger, Dean, Schildhauer, Mark, Zhu, Rui, Shimizu, Cogan, Fisher, Colby K., Cai, Ling, Mai, Gengchen, Zalewski, Joseph, Zhou, Lu, Stephen, Shirly, Gonzalez, Seila, Mecum, Bryce, Lopez-Carr, Anna, Schroeder, Andrew, Smith, David, Wright, Dawn, Wang, Sizhe, Tian, Yuanyuan, Liu, Zilong, Shi, Meilin, D’onofrio, Anthony, Gu, Zhining, Currier, Kitty |
| المصدر: | Janowicz , K , Hitzler , P , Li , W , Rehberger , D , Schildhauer , M , Zhu , R , Shimizu , C , Fisher , C K , Cai , L , Mai , G , Zalewski , J , Zhou , L , Stephen , S , Gonzalez , S , Mecum , B , Lopez-Carr , A , Schroeder , A , Smith , D , Wright , D , Wang , S , Tian , Y , Liu , Z , Shi , M , D’onofrio , A , Gu , .... |
| سنة النشر: | 2022 |
| المجموعة: | University of Bristol: Bristol Reserach |
| الوصف: | Knowledge graphs (KGs) are a novel paradigm for the representation, retrieval, and integration of data from highly heterogeneous sources. Within just a few years, KGs and their supporting technologies have become a core component of modern search engines, intelligent personal assistants, business intelligence, and so on. Interestingly, despite large-scale data availability, they have yet to be as successful in the realm of environmental data and environmental intelligence. In this paper, we will explain why spatial data require special treatment, and how and when to semantically lift environmental data to a KG. We will present our KnowWhereGraph that contains a wide range of integrated datasets at the human–environment interface, introduce our application areas, and discuss geospatial enrichment services on top of our graph. Jointly, the graph and services will provide answers to questions such as “what is here,” “what happenedherebefore,”and“howdoesthisregioncompareto…”foranyregionon earth within seconds. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| العلاقة: | https://research-information.bris.ac.uk/en/publications/be176aba-9dec-456c-9615-01a0e8556b7bTest |
| DOI: | 10.1002/aaai.12043 |
| الإتاحة: | https://doi.org/10.1002/aaai.12043Test https://hdl.handle.net/1983/be176aba-9dec-456c-9615-01a0e8556b7bTest https://research-information.bris.ac.uk/en/publications/be176aba-9dec-456c-9615-01a0e8556b7bTest https://research-information.bris.ac.uk/ws/files/340460803/Full_text_PDF_final_published_version_.pdfTest http://www.scopus.com/inward/record.url?scp=85134355262&partnerID=8YFLogxKTest |
| حقوق: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.FDD49E98 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1002/aaai.12043 |
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