Matches in SemOpenAlex for { <https://semopenalex.org/work/W2920807798> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W2920807798 abstract "Timely access to information of critical resources is the fundamental requirement for the disaster management domain. Existing information systems to support the disaster management services lack interoperability and have several challenges to efficiently access heterogeneous information, especially open data. Such challenges include heterogeneity of data sources and formats (e.g., a hospital resource entity in Data. Gov versus OpenStreetMap), inconsistency of vocabularies (e.g., an entity type in Data.Gov schema versus OpenStreetMap schema), and incompleteness of information in a single source (e.g., lack of all relevant metadata for a hospital resource entity in Data. Gov). Knowledge graphs facilitate in addressing these challenges. They enable semantic computing applications to timely access relevant information about a critical resource across diverse data sources with both human and machine-understandable interpretations. In this paper, we will illustrate the design of a Disaster Knowledge Graph (DisasterKG) based system for querying critical resources and showcase how such interoperable information access could improve decision making throughout disaster management for preparedness, response, and recovery. On the flip side, our experience shows that such an approach may not be efficient by itself and cost-effective as still the considerable human effort is required for semantic information integration. Towards addressing this, we consider the Deep Learning based KG embedding approach as a potential alternative and argue for combining this approach with the traditional KG construction approach in complementary ways to get the best of both worlds." @default.
- W2920807798 created "2019-03-22" @default.
- W2920807798 creator A5012073624 @default.
- W2920807798 creator A5042676837 @default.
- W2920807798 creator A5087137735 @default.
- W2920807798 date "2019-01-01" @default.
- W2920807798 modified "2023-10-14" @default.
- W2920807798 title "Towards Next Generation Knowledge Graphs for Disaster Management" @default.
- W2920807798 cites W1529533208 @default.
- W2920807798 cites W1538085078 @default.
- W2920807798 cites W1932742904 @default.
- W2920807798 cites W1972594216 @default.
- W2920807798 cites W2025837846 @default.
- W2920807798 cites W2029605947 @default.
- W2920807798 cites W2052270844 @default.
- W2920807798 cites W2053020022 @default.
- W2920807798 cites W2144965700 @default.
- W2920807798 cites W2250734828 @default.
- W2920807798 cites W2606327720 @default.
- W2920807798 cites W2620939214 @default.
- W2920807798 cites W2759136286 @default.
- W2920807798 cites W2782725803 @default.
- W2920807798 doi "https://doi.org/10.1109/icosc.2019.8665638" @default.
- W2920807798 hasPublicationYear "2019" @default.
- W2920807798 type Work @default.
- W2920807798 sameAs 2920807798 @default.
- W2920807798 citedByCount "11" @default.
- W2920807798 countsByYear W29208077982019 @default.
- W2920807798 countsByYear W29208077982020 @default.
- W2920807798 countsByYear W29208077982021 @default.
- W2920807798 countsByYear W29208077982022 @default.
- W2920807798 countsByYear W29208077982023 @default.
- W2920807798 crossrefType "proceedings-article" @default.
- W2920807798 hasAuthorship W2920807798A5012073624 @default.
- W2920807798 hasAuthorship W2920807798A5042676837 @default.
- W2920807798 hasAuthorship W2920807798A5087137735 @default.
- W2920807798 hasConcept C136764020 @default.
- W2920807798 hasConcept C17744445 @default.
- W2920807798 hasConcept C199539241 @default.
- W2920807798 hasConcept C20136886 @default.
- W2920807798 hasConcept C23123220 @default.
- W2920807798 hasConcept C2522767166 @default.
- W2920807798 hasConcept C41008148 @default.
- W2920807798 hasConcept C52146309 @default.
- W2920807798 hasConcept C56739046 @default.
- W2920807798 hasConcept C62555980 @default.
- W2920807798 hasConcept C93518851 @default.
- W2920807798 hasConceptScore W2920807798C136764020 @default.
- W2920807798 hasConceptScore W2920807798C17744445 @default.
- W2920807798 hasConceptScore W2920807798C199539241 @default.
- W2920807798 hasConceptScore W2920807798C20136886 @default.
- W2920807798 hasConceptScore W2920807798C23123220 @default.
- W2920807798 hasConceptScore W2920807798C2522767166 @default.
- W2920807798 hasConceptScore W2920807798C41008148 @default.
- W2920807798 hasConceptScore W2920807798C52146309 @default.
- W2920807798 hasConceptScore W2920807798C56739046 @default.
- W2920807798 hasConceptScore W2920807798C62555980 @default.
- W2920807798 hasConceptScore W2920807798C93518851 @default.
- W2920807798 hasLocation W29208077981 @default.
- W2920807798 hasOpenAccess W2920807798 @default.
- W2920807798 hasPrimaryLocation W29208077981 @default.
- W2920807798 hasRelatedWork W1541766214 @default.
- W2920807798 hasRelatedWork W172857915 @default.
- W2920807798 hasRelatedWork W1908831522 @default.
- W2920807798 hasRelatedWork W1966722352 @default.
- W2920807798 hasRelatedWork W1992807924 @default.
- W2920807798 hasRelatedWork W2027197869 @default.
- W2920807798 hasRelatedWork W2586440750 @default.
- W2920807798 hasRelatedWork W2748952813 @default.
- W2920807798 hasRelatedWork W2951621762 @default.
- W2920807798 hasRelatedWork W4293579841 @default.
- W2920807798 isParatext "false" @default.
- W2920807798 isRetracted "false" @default.
- W2920807798 magId "2920807798" @default.
- W2920807798 workType "article" @default.