|
|
|
|
LEADER |
00000nam a22000002 4500 |
001 |
186615267X |
003 |
DE-627 |
005 |
20231018043719.0 |
007 |
cr uuu---uuuuu |
008 |
231018s2020 xx |||||o 00| ||eng c |
035 |
|
|
|a (DE-627)186615267X
|
035 |
|
|
|a (DE-599)KXP186615267X
|
040 |
|
|
|a DE-627
|b ger
|c DE-627
|e rda
|
041 |
|
|
|a eng
|
084 |
|
|
|a 2,1
|2 ssgn
|
100 |
1 |
|
|a Rumi, Shakila Khan
|e VerfasserIn
|4 aut
|
245 |
1 |
0 |
|a Modelling Regional Crime Risk using Directed Graph of Check-ins
|
264 |
|
1 |
|c 2020
|
336 |
|
|
|a Text
|b txt
|2 rdacontent
|
337 |
|
|
|a Computermedien
|b c
|2 rdamedia
|
338 |
|
|
|a Online-Ressource
|b cr
|2 rdacarrier
|
520 |
|
|
|a The location-based social network, Foursquare, reflects the human activities of a city. The mobility dynamics inferred from Foursquare helps us understanding urban social events like crime In this paper, we propose a directed graph from the aggregated movement between regions using Foursquare data. We derive region risk factor from the movement direction, quantity and crime history in different periods of the day. Later, we propose a new set of features, DIrected graph Flow FEatuRes (DIFFER) which are associated with region risk factor. The reliable correlations between DIFFER and crime count are observed. We verify the effectiveness of the DIFFER in monthly crime count using Linear, XGBoost, and Random Forest regression in two cities, Chicago and New York City.Comment: 4 Pages, This paper has been accepted to publish in Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM' 20
|
700 |
1 |
|
|a Salim, Flora D.
|e VerfasserIn
|4 aut
|
856 |
4 |
0 |
|u http://arxiv.org/abs/1908.02570
|x Verlag
|z kostenfrei
|3 Volltext
|
912 |
|
|
|a NOMM
|
935 |
|
|
|a mkri
|
951 |
|
|
|a BO
|
ELC |
|
|
|a 1
|
LOK |
|
|
|0 000 xxxxxcx a22 zn 4500
|
LOK |
|
|
|0 001 4391833433
|
LOK |
|
|
|0 003 DE-627
|
LOK |
|
|
|0 004 186615267X
|
LOK |
|
|
|0 005 20231018043719
|
LOK |
|
|
|0 008 231018||||||||||||||||ger|||||||
|
LOK |
|
|
|0 035
|a (DE-2619)CORE87094792
|
LOK |
|
|
|0 040
|a DE-2619
|c DE-627
|d DE-2619
|
LOK |
|
|
|0 092
|o n
|
LOK |
|
|
|0 852
|a DE-2619
|
LOK |
|
|
|0 852 1
|9 00
|
LOK |
|
|
|0 935
|a core
|
OAS |
|
|
|a 1
|
ORI |
|
|
|a SA-MARC-krimdoka001.raw
|