Matches in SemOpenAlex for { <https://semopenalex.org/work/W4307330179> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4307330179 abstract "Given a set S of spatial feature-types, its feature-instances, a study area, and a neighbor relationship, the goal is to find pairs <a region (rg), a subset C of S> such that C is a statistically significant regional colocation pattern in region rg. For example Caribou Coffee and Starbucks are significantly co-located in Minneapolis but not in Dallas at present. This problem has applications in a wide variety of domains including ecology, economics, and sociology. The problem is computationally challenging due to the exponential number of regional colocation patterns and candidate regions. The current literature on regional colocation pattern detection has not addressed statistical significance which can result in spurious (chance) pattern instances. In this paper, we propose a novel technique for mining statistically significant regional colocation patterns. Our approach determines regions based on geographically defined boundaries (e.g., counties) unlike previous works which employed clustering, or regular polygons to enumerate candidate regions. To reduce spurious patterns, we perform a statistical significance test by modeling the observed data points with multiple Monte Carlo simulations within the corresponding regions. Using Safegraph POI dataset, this paper provides a case study on retail establishments in Minnesota for validation of proposed ideas. The paper also provides a detailed interpretation of discovered patterns using game theory and regional economics." @default.
- W4307330179 created "2022-10-31" @default.
- W4307330179 creator A5016493622 @default.
- W4307330179 creator A5021982873 @default.
- W4307330179 creator A5037233397 @default.
- W4307330179 creator A5047020818 @default.
- W4307330179 creator A5088628484 @default.
- W4307330179 date "2022-11-01" @default.
- W4307330179 modified "2023-10-06" @default.
- W4307330179 title "Towards geographically robust statistically significant regional colocation pattern detection" @default.
- W4307330179 cites W1500064878 @default.
- W4307330179 cites W1515526911 @default.
- W4307330179 cites W200877095 @default.
- W4307330179 cites W2032101051 @default.
- W4307330179 cites W2059054797 @default.
- W4307330179 cites W2107990165 @default.
- W4307330179 cites W2136171062 @default.
- W4307330179 cites W2139644595 @default.
- W4307330179 cites W2161863664 @default.
- W4307330179 cites W2486297208 @default.
- W4307330179 cites W2623481471 @default.
- W4307330179 cites W4240491954 @default.
- W4307330179 doi "https://doi.org/10.1145/3557989.3566158" @default.
- W4307330179 hasPublicationYear "2022" @default.
- W4307330179 type Work @default.
- W4307330179 citedByCount "1" @default.
- W4307330179 crossrefType "proceedings-article" @default.
- W4307330179 hasAuthorship W4307330179A5016493622 @default.
- W4307330179 hasAuthorship W4307330179A5021982873 @default.
- W4307330179 hasAuthorship W4307330179A5037233397 @default.
- W4307330179 hasAuthorship W4307330179A5047020818 @default.
- W4307330179 hasAuthorship W4307330179A5088628484 @default.
- W4307330179 hasConcept C103278499 @default.
- W4307330179 hasConcept C105795698 @default.
- W4307330179 hasConcept C115961682 @default.
- W4307330179 hasConcept C119857082 @default.
- W4307330179 hasConcept C124101348 @default.
- W4307330179 hasConcept C136197465 @default.
- W4307330179 hasConcept C138885662 @default.
- W4307330179 hasConcept C153180895 @default.
- W4307330179 hasConcept C154945302 @default.
- W4307330179 hasConcept C177264268 @default.
- W4307330179 hasConcept C19499675 @default.
- W4307330179 hasConcept C199360897 @default.
- W4307330179 hasConcept C2776401178 @default.
- W4307330179 hasConcept C33923547 @default.
- W4307330179 hasConcept C41008148 @default.
- W4307330179 hasConcept C41895202 @default.
- W4307330179 hasConcept C73555534 @default.
- W4307330179 hasConcept C97256817 @default.
- W4307330179 hasConceptScore W4307330179C103278499 @default.
- W4307330179 hasConceptScore W4307330179C105795698 @default.
- W4307330179 hasConceptScore W4307330179C115961682 @default.
- W4307330179 hasConceptScore W4307330179C119857082 @default.
- W4307330179 hasConceptScore W4307330179C124101348 @default.
- W4307330179 hasConceptScore W4307330179C136197465 @default.
- W4307330179 hasConceptScore W4307330179C138885662 @default.
- W4307330179 hasConceptScore W4307330179C153180895 @default.
- W4307330179 hasConceptScore W4307330179C154945302 @default.
- W4307330179 hasConceptScore W4307330179C177264268 @default.
- W4307330179 hasConceptScore W4307330179C19499675 @default.
- W4307330179 hasConceptScore W4307330179C199360897 @default.
- W4307330179 hasConceptScore W4307330179C2776401178 @default.
- W4307330179 hasConceptScore W4307330179C33923547 @default.
- W4307330179 hasConceptScore W4307330179C41008148 @default.
- W4307330179 hasConceptScore W4307330179C41895202 @default.
- W4307330179 hasConceptScore W4307330179C73555534 @default.
- W4307330179 hasConceptScore W4307330179C97256817 @default.
- W4307330179 hasLocation W43073301791 @default.
- W4307330179 hasOpenAccess W4307330179 @default.
- W4307330179 hasPrimaryLocation W43073301791 @default.
- W4307330179 hasRelatedWork W1457719682 @default.
- W4307330179 hasRelatedWork W1497005071 @default.
- W4307330179 hasRelatedWork W2374959876 @default.
- W4307330179 hasRelatedWork W2382607599 @default.
- W4307330179 hasRelatedWork W2546942002 @default.
- W4307330179 hasRelatedWork W2762277149 @default.
- W4307330179 hasRelatedWork W2791966055 @default.
- W4307330179 hasRelatedWork W2922447369 @default.
- W4307330179 hasRelatedWork W2970216048 @default.
- W4307330179 hasRelatedWork W4386766411 @default.
- W4307330179 isParatext "false" @default.
- W4307330179 isRetracted "false" @default.
- W4307330179 workType "article" @default.