The Spatial- Temporal Prediction of Various Crime Types: In Houston, TX Based on Hot-Spot Techniques - Couverture souple

Fan, Shuzhan; Leitner, Michael

9783659631573: The Spatial- Temporal Prediction of Various Crime Types: In Houston, TX Based on Hot-Spot Techniques

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ISBN 10 : 3659631574 ISBN 13 : 9783659631573

Editeur : LAP LAMBERT Academic Publishing, 2018

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A series of hotspot mapping theories and methods have been proposed to predict where and when a crime will happen. Each method has its strengths and weaknesses. In addition, the predictive accuracy of each hotspot method varies depending on the study area, crime type, parameter settings of each method, etc. The predictive accuracy of hotspot methods can be quantified by three measures, which include the hit rate, the predictive accuracy index (PAI), and the recapture rate index (RRI). This work applied eight hotspot mapping techniques from the crime analysis field to predict crime hotspot patterns. In addition, these hotspot methods were compared and evaluated in order to possibly find a single best method that outperforms all other methods based on the three predictive accuracy measures. Identifying the single best method is carried out for all Part1 Crimes combined and individually, for five of the nine Part 1 Crime. In addition to the spatial analysis, a spatial–temporal analysis of the same crime dataset was conducted to investigate the distribution of crime clusters from both the space and time dimensions.

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�diteur: LAP LAMBERT Academic Publishing
Date d'�dition: 2018
Langue: anglais
ISBN 10: 3659631574
ISBN 13: 9783659631573
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Nombre de pages: 80
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The Spatial- Temporal Prediction of Various Crime Types : In Houston, TX Based on Hot-Spot Techniques

Shuzhan Fan, Michael Leitner

Edit� par LAP LAMBERT Academic Publishing, 2018

ISBN 10 : 3659631574 ISBN 13 : 9783659631573

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The Spatial- Temporal Prediction of Various Crime Types

Shuzhan Fan|Michael Leitner

Edit� par LAP LAMBERT Academic Publishing, 2018

ISBN 10 : 3659631574 ISBN 13 : 9783659631573

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The Spatial- Temporal Prediction of Various Crime Types : In Houston, TX Based on Hot-Spot Techniques

Shuzhan Fan

Edit� par LAP LAMBERT Academic Publishing, 2018

ISBN 10 : 3659631574 ISBN 13 : 9783659631573

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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - A series of hotspot mapping theories and methods have been proposed to predict where and when a crime will happen. Each method has its strengths and weaknesses. In addition, the predictive accuracy of each hotspot method varies depending on the study area, crime type, parameter settings of each method, etc. The predictive accuracy of hotspot methods can be quantified by three measures, which include the hit rate, the predictive accuracy index (PAI), and the recapture rate index (RRI). This work applied eight hotspot mapping techniques from the crime analysis field to predict crime hotspot patterns. In addition, these hotspot methods were compared and evaluated in order to possibly find a single best method that outperforms all other methods based on the three predictive accuracy measures. Identifying the single best method is carried out for all Part1 Crimes combined and individually, for five of the nine Part 1 Crime. In addition to the spatial analysis, a spatial-temporal analysis of the same crime dataset was conducted to investigate the distribution of crime clusters from both the space and time dimensions. N� de r�f. du vendeur 9783659631573

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The Spatial- Temporal Prediction of Various Crime Types

Shuzhan Fan

Edit� par LAP LAMBERT Academic Publishing Jul 2018, 2018

ISBN 10 : 3659631574 ISBN 13 : 9783659631573

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -A series of hotspot mapping theories and methods have been proposed to predict where and when a crime will happen. Each method has its strengths and weaknesses. In addition, the predictive accuracy of each hotspot method varies depending on the study area, crime type, parameter settings of each method, etc. The predictive accuracy of hotspot methods can be quantified by three measures, which include the hit rate, the predictive accuracy index (PAI), and the recapture rate index (RRI). This work applied eight hotspot mapping techniques from the crime analysis field to predict crime hotspot patterns. In addition, these hotspot methods were compared and evaluated in order to possibly find a single best method that outperforms all other methods based on the three predictive accuracy measures. Identifying the single best method is carried out for all Part1 Crimes combined and individually, for five of the nine Part 1 Crime. In addition to the spatial analysis, a spatial-temporal analysis of the same crime dataset was conducted to investigate the distribution of crime clusters from both the space and time dimensions. 80 pp. Englisch. N� de r�f. du vendeur 9783659631573

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The Spatial- Temporal Prediction of Various Crime Types

Shuzhan Fan

Edit� par LAP LAMBERT Academic Publishing Jul 2018, 2018

ISBN 10 : 3659631574 ISBN 13 : 9783659631573

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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

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Taschenbuch. Etat : Neu. Neuware -A series of hotspot mapping theories and methods have been proposed to predict where and when a crime will happen. Each method has its strengths and weaknesses. In addition, the predictive accuracy of each hotspot method varies depending on the study area, crime type, parameter settings of each method, etc. The predictive accuracy of hotspot methods can be quantified by three measures, which include the hit rate, the predictive accuracy index (PAI), and the recapture rate index (RRI). This work applied eight hotspot mapping techniques from the crime analysis field to predict crime hotspot patterns. In addition, these hotspot methods were compared and evaluated in order to possibly find a single best method that outperforms all other methods based on the three predictive accuracy measures. Identifying the single best method is carried out for all Part1 Crimes combined and individually, for five of the nine Part 1 Crime. In addition to the spatial analysis, a spatial�temporal analysis of the same crime dataset was conducted to investigate the distribution of crime clusters from both the space and time dimensions.Books on Demand GmbH, �berseering 33, 22297 Hamburg 80 pp. Englisch. N� de r�f. du vendeur 9783659631573

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