FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2953980734> ?p ?o ?g. }

• W2953980734 endingPage "113518" @default.
• W2953980734 startingPage "113518" @default.
• W2953980734 abstract "Objectives: We introduce a new method for reducing crime in hot spots and across cities through ridge estimation. In doing so, our goal is to explore the application of density ridges to hot spots and patrol optimization, and to contribute to the policing literature in police patrolling and crime reduction strategies. Methods: We make use of the subspace-constrained mean shift algorithm, a recently introduced approach for ridge estimation further developed in cosmology, which we modify and extend for geospatial datasets and hot spot analysis. Our experiments extract density ridges of Part I crime incidents from the City of Chicago during the year 2018 and early 2019 to demonstrate the application to current data. Results: Our results demonstrate nonlinear mode-following ridges in agreement with broader kernel density estimates. Using early 2019 incidents with predictive ridges extracted from 2018 data, we create multi-run confidence intervals and show that our patrol templates cover around 94% of incidents for 0.1-mile envelopes around ridges, quickly rising to near-complete coverage. We also develop and provide researchers, as well as practitioners, with a user-friendly and open-source software for fast geospatial density ridge estimation. Conclusions: We show that ridges following crime report densities can be used to enhance patrolling capabilities. Our empirical tests show the stability of ridges based on past data, offering an accessible way of identifying routes within hot spots instead of patrolling epicenters. We suggest further research into the application and efficacy of density ridges for patrolling." @default.
• W2953980734 created "2019-07-12" @default.
• W2953980734 creator A5035900693 @default.
• W2953980734 creator A5057769076 @default.
• W2953980734 creator A5074084414 @default.
• W2953980734 date "2021-05-01" @default.
• W2953980734 modified "2023-09-26" @default.
• W2953980734 title "Filaments of crime: Informing policing via thresholded ridge estimation" @default.
• W2953980734 cites W1479955723 @default.
• W2953980734 cites W1559344731 @default.
• W2953980734 cites W1726400566 @default.
• W2953980734 cites W1788768664 @default.
• W2953980734 cites W1810495857 @default.
• W2953980734 cites W1881709969 @default.
• W2953980734 cites W1969447312 @default.
• W2953980734 cites W1971287718 @default.
• W2953980734 cites W1981005540 @default.
• W2953980734 cites W1987685062 @default.
• W2953980734 cites W1998825983 @default.
• W2953980734 cites W2010595790 @default.
• W2953980734 cites W2010726860 @default.
• W2953980734 cites W2011461180 @default.
• W2953980734 cites W2014268383 @default.
• W2953980734 cites W2020321370 @default.
• W2953980734 cites W2021204860 @default.
• W2953980734 cites W2029191357 @default.
• W2953980734 cites W2029967121 @default.
• W2953980734 cites W2040055683 @default.
• W2953980734 cites W2044546635 @default.
• W2953980734 cites W2055195255 @default.
• W2953980734 cites W2075852426 @default.
• W2953980734 cites W2086260676 @default.
• W2953980734 cites W2094153371 @default.
• W2953980734 cites W2103146779 @default.
• W2953980734 cites W2118020555 @default.
• W2953980734 cites W2122111042 @default.
• W2953980734 cites W2137258537 @default.
• W2953980734 cites W2137416279 @default.
• W2953980734 cites W2159036295 @default.
• W2953980734 cites W2160651529 @default.
• W2953980734 cites W2164183644 @default.
• W2953980734 cites W2164500538 @default.
• W2953980734 cites W2221822213 @default.
• W2953980734 cites W2244469751 @default.
• W2953980734 cites W2397382169 @default.
• W2953980734 cites W2436182942 @default.
• W2953980734 cites W2527487499 @default.
• W2953980734 cites W2546505429 @default.
• W2953980734 cites W2597719182 @default.
• W2953980734 cites W2618310783 @default.
• W2953980734 cites W2797542855 @default.
• W2953980734 cites W2902766827 @default.
• W2953980734 cites W2914664113 @default.
• W2953980734 cites W2963402548 @default.
• W2953980734 cites W300869227 @default.
• W2953980734 cites W3025879312 @default.
• W2953980734 cites W3102292222 @default.
• W2953980734 cites W3102707117 @default.
• W2953980734 cites W4244225635 @default.
• W2953980734 cites W4254615469 @default.
• W2953980734 doi "https://doi.org/10.1016/j.dss.2021.113518" @default.
• W2953980734 hasPublicationYear "2021" @default.
• W2953980734 type Work @default.
• W2953980734 sameAs 2953980734 @default.
• W2953980734 citedByCount "5" @default.
• W2953980734 countsByYear W29539807342021 @default.
• W2953980734 countsByYear W29539807342022 @default.
• W2953980734 crossrefType "journal-article" @default.
• W2953980734 hasAuthorship W2953980734A5035900693 @default.
• W2953980734 hasAuthorship W2953980734A5057769076 @default.
• W2953980734 hasAuthorship W2953980734A5074084414 @default.
• W2953980734 hasBestOaLocation W29539807342 @default.
• W2953980734 hasConcept C105795698 @default.
• W2953980734 hasConcept C110698143 @default.
• W2953980734 hasConcept C111919701 @default.
• W2953980734 hasConcept C124101348 @default.
• W2953980734 hasConcept C166957645 @default.
• W2953980734 hasConcept C185429906 @default.
• W2953980734 hasConcept C189508267 @default.
• W2953980734 hasConcept C199672914 @default.
• W2953980734 hasConcept C205649164 @default.
• W2953980734 hasConcept C32277403 @default.
• W2953980734 hasConcept C33923547 @default.
• W2953980734 hasConcept C41008148 @default.
• W2953980734 hasConcept C58640448 @default.
• W2953980734 hasConcept C71134354 @default.
• W2953980734 hasConcept C9770341 @default.
• W2953980734 hasConceptScore W2953980734C105795698 @default.
• W2953980734 hasConceptScore W2953980734C110698143 @default.
• W2953980734 hasConceptScore W2953980734C111919701 @default.
• W2953980734 hasConceptScore W2953980734C124101348 @default.
• W2953980734 hasConceptScore W2953980734C166957645 @default.
• W2953980734 hasConceptScore W2953980734C185429906 @default.
• W2953980734 hasConceptScore W2953980734C189508267 @default.
• W2953980734 hasConceptScore W2953980734C199672914 @default.
• W2953980734 hasConceptScore W2953980734C205649164 @default.
• W2953980734 hasConceptScore W2953980734C32277403 @default.
• W2953980734 hasConceptScore W2953980734C33923547 @default.

• next