University of Bahrain
Scientific Journals

Fuzzy Hypergraph Modeling, Analysis and Prediction of Crimes

Show simple item record P.M., Dhanya P.B., Ramkumar Cletus, Nirmaljith Joy, Paul 2022-01-18T14:18:47Z 2022-01-18T14:18:47Z 2022-01-20
dc.description.abstract Hypergraphs are graphs in which more nodes are found in an edge as opposed to two nodes in a simple graph. In this work hypergraphs are created out of crime data and this is used to highlight areas with more crime. Various hypergraph morphological operations like dilation with respect to node, edge, erosion with respect to node, edge are applied which will result in crime data analysis. Moreover, the nodes and edges are fuzzified to make it a fuzzy hypergraph. This is pioneer work which models data using fuzzy hypergraph by applying morphological operations on crime data. Also this is a premier work in multilevel hypergraph. The aim of our work is the development of a novel prediction model which predicts crime behavior of a location using Lukasiewicz implication applied on a fuzzy multilevel hypergraph. Various parameters like proximity to ATMs, highways, shopping malls, railway stations, bus stations, literacy rate, urban/rural factor and the existing crime behavior of a location are considered for this crime prediction. en_US
dc.language.iso en en_US
dc.publisher University Of Bahrain en_US
dc.subject Hypergraph en_US
dc.subject Dilation en_US
dc.subject Erosion en_US
dc.subject Morphology en_US
dc.subject Lukasiewicz en_US
dc.title Fuzzy Hypergraph Modeling, Analysis and Prediction of Crimes en_US
dc.type Article en_US
dc.volume 11 en_US
dc.issue 1 en_US
dc.pagestart 649 en_US
dc.pageend 661 en_US
dc.contributor.authorcountry India en_US
dc.contributor.authoraffiliation Department of Computer Science and Engineering, Rajagiri School of Engineering and Technology, Kerala en_US
dc.contributor.authoraffiliation Department of Mathematics, Rajagiri School of Engineering and Technology, Kerala en_US
dc.source.title International Journal of Computing and Digital Systems en_US
dc.abbreviatedsourcetitle IJCDS en_US

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