RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY

This thesis explores the force exerted by victims on criminals and crime phenomena based on the theory of “interactive relationship”, providing a new perspective for the study of crime risk and crime formation. Through researching and applying information extraction technology, a knowledge graph of...

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Main Authors: Tuo Shi, Danyang Li, Qi Zhang
Format: Article
Language:English
Published: Zibeline International 2023-12-01
Series:Acta Informatica Malaysia
Subjects:
Online Access:https://actainformaticamalaysia.com/archives/AIM/1aim2024/1aim2024-01-04.pdf
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author Tuo Shi
Danyang Li
Qi Zhang
author_facet Tuo Shi
Danyang Li
Qi Zhang
author_sort Tuo Shi
collection DOAJ
description This thesis explores the force exerted by victims on criminals and crime phenomena based on the theory of “interactive relationship”, providing a new perspective for the study of crime risk and crime formation. Through researching and applying information extraction technology, a knowledge graph of the interaction risk characteristics between home invasion theft offenders and victims is constructed, which serves as a reference for comprehensively, accurately, and dynamically understanding the formation of crime risk. This enables those in charge of crime control to anticipate the interactive patterns of such crime risks in advance, so as to intervene and control the crime risk before the crime fact emerges.
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institution Kabale University
issn 2521-0874
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publishDate 2023-12-01
publisher Zibeline International
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series Acta Informatica Malaysia
spelling doaj-art-d54c4ee519c94d379a93b0cfc5ac16b92025-02-05T06:49:47ZengZibeline InternationalActa Informatica Malaysia2521-08742521-05052023-12-0181010410.26480/aim.01.2024.01.04RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGYTuo Shi0Danyang Li1Qi Zhang2Beijing Police College, Beijing, ChinaBeijing Police College, Beijing, ChinaBeijing Police College, Beijing, ChinaThis thesis explores the force exerted by victims on criminals and crime phenomena based on the theory of “interactive relationship”, providing a new perspective for the study of crime risk and crime formation. Through researching and applying information extraction technology, a knowledge graph of the interaction risk characteristics between home invasion theft offenders and victims is constructed, which serves as a reference for comprehensively, accurately, and dynamically understanding the formation of crime risk. This enables those in charge of crime control to anticipate the interactive patterns of such crime risks in advance, so as to intervene and control the crime risk before the crime fact emerges.https://actainformaticamalaysia.com/archives/AIM/1aim2024/1aim2024-01-04.pdfknowledge graphinteraction riskinformation extraction
spellingShingle Tuo Shi
Danyang Li
Qi Zhang
RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY
Acta Informatica Malaysia
knowledge graph
interaction risk
information extraction
title RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY
title_full RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY
title_fullStr RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY
title_full_unstemmed RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY
title_short RESEARCH ON THE CONSTRUCTION OF A KNOWLEDGE GRAPH OF INTERACTION RISK BETWEEN HOME INVASION THEFT OFFENDERS AND VICTIMS BASED ON INFORMATION EXTRACTION TECHNOLOGY
title_sort research on the construction of a knowledge graph of interaction risk between home invasion theft offenders and victims based on information extraction technology
topic knowledge graph
interaction risk
information extraction
url https://actainformaticamalaysia.com/archives/AIM/1aim2024/1aim2024-01-04.pdf
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AT danyangli researchontheconstructionofaknowledgegraphofinteractionriskbetweenhomeinvasiontheftoffendersandvictimsbasedoninformationextractiontechnology
AT qizhang researchontheconstructionofaknowledgegraphofinteractionriskbetweenhomeinvasiontheftoffendersandvictimsbasedoninformationextractiontechnology