Reasoning method for predicting crime partner by using intimacy network of bank accounts
In recent years,research on the law of capital transactions in the case of stakeholder-type illegal financial activities has attracted the attention of researchers.In order to solve the problem of using the bank transaction data to actively discover the abnormal account criminal crime partners,a cri...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2019-12-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2019062 |
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| _version_ | 1841530015863275520 |
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| author | Fang LYU Haibo LU Wei WANG Junheng HUANG Bailing WANG |
| author_facet | Fang LYU Haibo LU Wei WANG Junheng HUANG Bailing WANG |
| author_sort | Fang LYU |
| collection | DOAJ |
| description | In recent years,research on the law of capital transactions in the case of stakeholder-type illegal financial activities has attracted the attention of researchers.In order to solve the problem of using the bank transaction data to actively discover the abnormal account criminal crime partners,a crime partner prediction method based on the asymmetric intimacy network of the bank accounts was proposed.Firstly,a general network model for bank account transactions was established to embed time-series transaction data into the network structure.Then,using the direct and indirect transaction relationship information of the node,an account asymmetric intimacy calculation method was proposed.Finally,using the asymmetric interaction information of the nodes on the intimate network,the abnormal tendency index of the nodes is obtained.The experimental results on the actual data of the multi-level marketing group show that the crime partner prediction method based on the intimacy network can effectively find potential pyramid shelling members. |
| format | Article |
| id | doaj-art-e82a1b4d2c33426eac6a0dc2d3e44228 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2019-12-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-e82a1b4d2c33426eac6a0dc2d3e442282025-01-15T03:13:51ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2019-12-0159510459557233Reasoning method for predicting crime partner by using intimacy network of bank accountsFang LYUHaibo LUWei WANGJunheng HUANGBailing WANGIn recent years,research on the law of capital transactions in the case of stakeholder-type illegal financial activities has attracted the attention of researchers.In order to solve the problem of using the bank transaction data to actively discover the abnormal account criminal crime partners,a crime partner prediction method based on the asymmetric intimacy network of the bank accounts was proposed.Firstly,a general network model for bank account transactions was established to embed time-series transaction data into the network structure.Then,using the direct and indirect transaction relationship information of the node,an account asymmetric intimacy calculation method was proposed.Finally,using the asymmetric interaction information of the nodes on the intimate network,the abnormal tendency index of the nodes is obtained.The experimental results on the actual data of the multi-level marketing group show that the crime partner prediction method based on the intimacy network can effectively find potential pyramid shelling members.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2019062transaction network of bank accountsintimacy networkdirect intimacyindirect intimacy |
| spellingShingle | Fang LYU Haibo LU Wei WANG Junheng HUANG Bailing WANG Reasoning method for predicting crime partner by using intimacy network of bank accounts 网络与信息安全学报 transaction network of bank accounts intimacy network direct intimacy indirect intimacy |
| title | Reasoning method for predicting crime partner by using intimacy network of bank accounts |
| title_full | Reasoning method for predicting crime partner by using intimacy network of bank accounts |
| title_fullStr | Reasoning method for predicting crime partner by using intimacy network of bank accounts |
| title_full_unstemmed | Reasoning method for predicting crime partner by using intimacy network of bank accounts |
| title_short | Reasoning method for predicting crime partner by using intimacy network of bank accounts |
| title_sort | reasoning method for predicting crime partner by using intimacy network of bank accounts |
| topic | transaction network of bank accounts intimacy network direct intimacy indirect intimacy |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2019062 |
| work_keys_str_mv | AT fanglyu reasoningmethodforpredictingcrimepartnerbyusingintimacynetworkofbankaccounts AT haibolu reasoningmethodforpredictingcrimepartnerbyusingintimacynetworkofbankaccounts AT weiwang reasoningmethodforpredictingcrimepartnerbyusingintimacynetworkofbankaccounts AT junhenghuang reasoningmethodforpredictingcrimepartnerbyusingintimacynetworkofbankaccounts AT bailingwang reasoningmethodforpredictingcrimepartnerbyusingintimacynetworkofbankaccounts |