FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2996761189> ?p ?o ?g. }

• W2996761189 abstract "Social media plays a major role during and after major natural disasters (e.g., hurricanes, large-scale fires, etc.), as people ``on the ground'' post useful information on what is actually happening. Given the large amounts of posts, a major challenge is identifying the information that is useful and actionable. Emergency responders are largely interested in finding out what events are taking place so they can properly plan and deploy resources. In this paper we address the problem of automatically identifying important sub-events (within a large-scale emergency ``event'', such as a hurricane). In particular, we present a novel, unsupervised learning framework to detect sub-events in Tweets for retrospective crisis analysis. We first extract noun-verb pairs and phrases from raw tweets as sub-event candidates. Then, we learn a semantic embedding of extracted noun-verb pairs and phrases, and rank them against a crisis-specific ontology. We filter out noisy and irrelevant information then cluster the noun-verb pairs and phrases so that the top-ranked ones describe the most important sub-events. Through quantitative experiments on two large crisis data sets (Hurricane Harvey and the 2015 Nepal Earthquake), we demonstrate the effectiveness of our approach over the state-of-the-art. Our qualitative evaluation shows better performance compared to our baseline." @default.
• W2996761189 created "2020-01-10" @default.
• W2996761189 creator A5023667301 @default.
• W2996761189 creator A5030064573 @default.
• W2996761189 creator A5041492681 @default.
• W2996761189 creator A5050424771 @default.
• W2996761189 creator A5054360480 @default.
• W2996761189 creator A5088795873 @default.
• W2996761189 date "2019-12-13" @default.
• W2996761189 modified "2023-09-24" @default.
• W2996761189 title "Unsupervised Detection of Sub-events in Large Scale Disasters" @default.
• W2996761189 cites W1714665356 @default.
• W2996761189 cites W1748749724 @default.
• W2996761189 cites W1934362406 @default.
• W2996761189 cites W2048444585 @default.
• W2996761189 cites W2079034628 @default.
• W2996761189 cites W2139672692 @default.
• W2996761189 cites W2165874743 @default.
• W2996761189 cites W2250539671 @default.
• W2996761189 cites W2257051837 @default.
• W2996761189 cites W2537931936 @default.
• W2996761189 cites W2563351168 @default.
• W2996761189 cites W2587842785 @default.
• W2996761189 cites W2611893710 @default.
• W2996761189 cites W2761834329 @default.
• W2996761189 cites W2767505176 @default.
• W2996761189 cites W2771946646 @default.
• W2996761189 cites W2788525741 @default.
• W2996761189 cites W2798287483 @default.
• W2996761189 cites W2804079529 @default.
• W2996761189 cites W2811358523 @default.
• W2996761189 cites W2898854854 @default.
• W2996761189 cites W2899357592 @default.
• W2996761189 cites W2904259231 @default.
• W2996761189 cites W2950025803 @default.
• W2996761189 cites W2950133940 @default.
• W2996761189 cites W2962707464 @default.
• W2996761189 cites W2963918747 @default.
• W2996761189 cites W2963956404 @default.
• W2996761189 cites W2964200605 @default.
• W2996761189 cites W32256312 @default.
• W2996761189 hasPublicationYear "2019" @default.
• W2996761189 type Work @default.
• W2996761189 sameAs 2996761189 @default.
• W2996761189 citedByCount "0" @default.
• W2996761189 crossrefType "posted-content" @default.
• W2996761189 hasAuthorship W2996761189A5023667301 @default.
• W2996761189 hasAuthorship W2996761189A5030064573 @default.
• W2996761189 hasAuthorship W2996761189A5041492681 @default.
• W2996761189 hasAuthorship W2996761189A5050424771 @default.
• W2996761189 hasAuthorship W2996761189A5054360480 @default.
• W2996761189 hasAuthorship W2996761189A5088795873 @default.
• W2996761189 hasConcept C106131492 @default.
• W2996761189 hasConcept C111368507 @default.
• W2996761189 hasConcept C114614502 @default.
• W2996761189 hasConcept C119857082 @default.
• W2996761189 hasConcept C121332964 @default.
• W2996761189 hasConcept C124101348 @default.
• W2996761189 hasConcept C12725497 @default.
• W2996761189 hasConcept C127313418 @default.
• W2996761189 hasConcept C154945302 @default.
• W2996761189 hasConcept C164226766 @default.
• W2996761189 hasConcept C204321447 @default.
• W2996761189 hasConcept C205649164 @default.
• W2996761189 hasConcept C23123220 @default.
• W2996761189 hasConcept C2522767166 @default.
• W2996761189 hasConcept C2776397901 @default.
• W2996761189 hasConcept C2778755073 @default.
• W2996761189 hasConcept C2779662365 @default.
• W2996761189 hasConcept C31972630 @default.
• W2996761189 hasConcept C33923547 @default.
• W2996761189 hasConcept C41008148 @default.
• W2996761189 hasConcept C58640448 @default.
• W2996761189 hasConcept C62520636 @default.
• W2996761189 hasConcept C8038995 @default.
• W2996761189 hasConceptScore W2996761189C106131492 @default.
• W2996761189 hasConceptScore W2996761189C111368507 @default.
• W2996761189 hasConceptScore W2996761189C114614502 @default.
• W2996761189 hasConceptScore W2996761189C119857082 @default.
• W2996761189 hasConceptScore W2996761189C121332964 @default.
• W2996761189 hasConceptScore W2996761189C124101348 @default.
• W2996761189 hasConceptScore W2996761189C12725497 @default.
• W2996761189 hasConceptScore W2996761189C127313418 @default.
• W2996761189 hasConceptScore W2996761189C154945302 @default.
• W2996761189 hasConceptScore W2996761189C164226766 @default.
• W2996761189 hasConceptScore W2996761189C204321447 @default.
• W2996761189 hasConceptScore W2996761189C205649164 @default.
• W2996761189 hasConceptScore W2996761189C23123220 @default.
• W2996761189 hasConceptScore W2996761189C2522767166 @default.
• W2996761189 hasConceptScore W2996761189C2776397901 @default.
• W2996761189 hasConceptScore W2996761189C2778755073 @default.
• W2996761189 hasConceptScore W2996761189C2779662365 @default.
• W2996761189 hasConceptScore W2996761189C31972630 @default.
• W2996761189 hasConceptScore W2996761189C33923547 @default.
• W2996761189 hasConceptScore W2996761189C41008148 @default.
• W2996761189 hasConceptScore W2996761189C58640448 @default.
• W2996761189 hasConceptScore W2996761189C62520636 @default.
• W2996761189 hasConceptScore W2996761189C8038995 @default.
• W2996761189 hasLocation W29967611891 @default.
• W2996761189 hasOpenAccess W2996761189 @default.

• next