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Comparative transcriptomic analysis of ovary and testis reveals sex-related genes in roughskin sculpin Trachidermus fasciatus
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作者 Dongxiu XUE Sudong XIA +2 位作者 Tengfei XING Yuqian GAO Jinxian LIU 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2024年第5期1673-1682,共10页
The mechanisms underlying sex determination and differentiation have long intrigued researchers in the fields of development and evolutionary biology.The roughskin sculpin(Trachidermus fasciatus Heckel),displaying sex... The mechanisms underlying sex determination and differentiation have long intrigued researchers in the fields of development and evolutionary biology.The roughskin sculpin(Trachidermus fasciatus Heckel),displaying sexual dimorphism,provides an ideal model for studying the mechanisms.However,both genetic and genomic information concerning sex determination and differentiation,such as gonadal transcriptome data in roughskin sculpin,are lacking.Here,we present the first gonadal transcriptomes of roughskin sculpin and identify sex-related genes.We identified 8531 differentially expressed genes(DEGs),among them 4065 were upregulated in the ovary and 4466 upregulated in the testis.Several sex-related gene ontology(GO)terms were enriched in ovary-biased genes,including“binding of sperm to zona pellucida”,“egg coat formation”,“positive regulation of acrosome reaction”,“cell division”,and“cell cycle”,while the GO terms such as“spermatogenesis”,“sperm axoneme assembly”,“cilium assembly”,“cilium movement”,and“cilium movement involved in cell motility”were enriched in testis-biased genes.Moreover,six KEGG pathways were significantly enriched in the ovary,whereas only one was enriched in the testis.Of these DEGs,40 sex-related genes were identified,which including 26 testis-biased genes(such as Dmrtb 1,Gsdf,Sox 9 b,Wnt 4 b,Tcp 11 l 2,and Efhb),and 14 ovary-biased genes(such as Cyp 19 a 1 a,Foxh 1,Foxr 1,Gdf 3,Hsd 17 b 12,and Igf 2 bp 3).This gonadal transcript dataset would broaden our understanding of sex determination and differentiation mechanisms in roughskin sculpin,expand the genomic database,support future studies on sex-related gene functions,and facilitate molecular biology research into roughskin sculpin. 展开更多
关键词 Trachidermus fasciatus TRANSCRIPTOME OVARY TESTIS sex-related gene
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Expression profiles of sex-related genes in gonads of genetic male Takifugu rubripes after 17β-estradiol immersion 被引量:2
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作者 HU Peng LIU Bin +3 位作者 MA Qian LIU Shufang LIU Xinfu ZHUANG Zhimeng 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2019年第3期1113-1124,共12页
Estradiol treatment during early life stages of tiger puffer Takifugu rubripes induces feminization in genetic males.However,the ovaries in genetic males may revert to testes once estradiol treatment is halted.Therefo... Estradiol treatment during early life stages of tiger puffer Takifugu rubripes induces feminization in genetic males.However,the ovaries in genetic males may revert to testes once estradiol treatment is halted.Therefore studies should investigate molecular mechanisms underlying ovary-to-testis recovery in genetic males after treatment.In the present study,tiger puffer were exposed to 10,and 100μg/L 17β-estradiol(E 2)from 15 to 100 days post-hatching(dph),then gonad phenotypes and expression profi les of six sex-related genes(cyp19a,foxl2,dmrt1,amh,sox9a,and sox9b)were characterized after the exposure.Results showed that both 10 and 100μg/L E2 induced ovarian development in genetic males at 100 dph.However,all ovaries induced by 10μg/L E2 first developed into intersexual gonads and subsequently reverted to testes after the exposure.As for treatment of 100μg/L E2,while the rest of the ovaries maintained morphological stability,percentages of intersexual gonads reached 38%-57%,and none were reverted to testes.Increased mRNA levels of cyp19a,foxl2 and sox9b and decreased mRNA levels of dmrt1,amh,and sox9a were observed during the ovarian development in genetic males.While contrary gene expression profiles were detected during ovary-to-testis transformation.The mRNA levels of all the six genes were increased during the development of intersexual gonads.These results indicated that up-regulation of dmrt1,amh and sox9a is associated with initial ovary-to-intersexual transformation,and suppression of foxl2,cyp19a and sox9b is essential for complete ovary-to-testis recovery in genetic males.This research will help to trace the molecular processes underlying gonadal transformation in teleosts. 展开更多
关键词 TAKIFUGU rubripes ovary-to-testis recovery sex-related GENES mRNA expression
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Expression of Sex-Related Genes in Chicken Embryos During Male-to-Female Sex Reversal Exposure to Diethylstilbestrol 被引量:2
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作者 FANG Li-xiu XIN Rui +1 位作者 CHE Yi XU Shi-qing 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2013年第1期127-135,共9页
Sex emerges out of a delicate dance between a variety of promale, anti-male, and possibly profemale genes. To investigate the role that sex-related genes play in sex determination and gonadal differentiation of fowl, ... Sex emerges out of a delicate dance between a variety of promale, anti-male, and possibly profemale genes. To investigate the role that sex-related genes play in sex determination and gonadal differentiation of fowl, we constructed a male-to- female sex-reversal model of chick induced by diethylstilbestrol (DES) at onset of incubation (E0). The results of semi- quantitative PCR showed that the expression of Sf1, the orphan nuclear receptor steroidogenic factor-1 gene, was put forward from E7d to E5d and up-regulated during E5-7d; the Dmrt1, the double sex and the Mab-3 related to transcription factor 1 gene, was down-regulated during E3-7d. Meanwhile, anti-Müllerian hormone gene (Amh) expressed at a similar level in the genetic females and sex-reversal females before E7d, while no expression products of the three female-specific genes Wpkci, Fet1 and Foxl2 were detected in male-to-female embryos. These findings suggest that the expression of some certain sex-related genes, induced by the exogenous estrogen during period of sex determination and gonadal differentiation, results in the male-to-female sex reversal. Moreover, high activity of Sf1 gene during E5-7d might be related to the profemale process, while low activity of Dmrt1 gene during E3-5d might be anti-male. The expression activity of Amh gene might only contribute to the promale process after E7d, however, it is possibly not an anti-female gene in chick embryos. 展开更多
关键词 sex reversal DIETHYLSTILBESTROL CHICKEN sex determination sexual differentiation sex-related gene
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Influence of Parental Factors on Sex-related Knowledge,Attitudes and Practice in Unmarried Youth 被引量:1
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作者 NianCUI Min-xiangLI Ai-pingTIAN LiXIE Shi-yuanLUO Xiao-qinCHEN 《Journal of Reproduction and Contraception》 CAS 2004年第1期47-54,共8页
Objective To explore the influence of parental factors on sexual and reproductive health awareness,attitudes to pre-marital sex, and pre-marital sexual activity among unmarried youthMethods Data were collected by anon... Objective To explore the influence of parental factors on sexual and reproductive health awareness,attitudes to pre-marital sex, and pre-marital sexual activity among unmarried youthMethods Data were collected by anonymous self-completed questionnaire survey among eli-gible unmarried youth aged 15~22 in Chengdu City, Southwest China during 1998~1999 andthe study comprised of 3 307 valid subjects.Results Awareness of safe sex and contraception among unmarried youth was limited and theirattitudes towards pre-marital sexual activity appeared to be positive. Large proportions of dat-ing subjects were sexually active and reported ever-using contraceptives, regular or appropriateuse of contraceptives was likely to be limited. About two thirds of adolescents had communica-tion with their parents frequently, but fewer had communicated with their parents on sex-relatedissues. but they did influence the sexual behaviours of adolescents. In fact, it appeared that co-residence and extensive communication with parents on sex-related issues could delay sexualactivity among adolescents, and the sexually active youth co-resided with their parents weremore likely to take contraceptive measures.Conclusion Programmes are needed not only for youth to encourage them to communicate withtheir parents on sex-related issues, but also for parents to know the current sexual health statusof youth and realize the necessity to communicate with their adolescent children about sexualand reproductive health issues. 展开更多
关键词 parental factors INFLUENCE unmarried youth sex-related KAP
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Corrigendum to: Expression profiles of sex-related genes in gonads of genetic male Takifugu rubripes after 17β-estradiol immersion
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作者 HU Peng LIU Bin +3 位作者 MA Qian LIU Shufang LIU Xinfu ZHUANG Zhimeng 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2019年第5期1789-1789,共1页
The original version of this article unfortunately contained a mistake. The publication year in the header on the first page (p.1113) of this article was incorrect. The corrected publication year is given below:
关键词 sex-related GENES TAKIFUGU rubripes 17Β-ESTRADIOL IMMERSION
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基于CRIME理论的康美药业财务造假分析及防范研究
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作者 方欣 刘龙青 《江苏商论》 2024年第7期97-100,共4页
随着经济的快速发展,资本市场中财务造假事件频繁发生,损害了中小股东的利益,给债权人、广大投资者乃至社会带来了巨大的损失。利用传统财务指标对舞弊手段进行识别的作用有限,提出的解决措施治标不治本。因此,需要采用系统的理论对上... 随着经济的快速发展,资本市场中财务造假事件频繁发生,损害了中小股东的利益,给债权人、广大投资者乃至社会带来了巨大的损失。利用传统财务指标对舞弊手段进行识别的作用有限,提出的解决措施治标不治本。因此,需要采用系统的理论对上市公司财务舞弊进行深入分析,才能提出针对性的治理对策。本文运用CRIME舞弊行为理论,从舞弊者、舞弊手段、舞弊动机、监管机制、舞弊后果五个角度,对康美药业舞弊现象进行剖析,针对产生的问题提出了相应的预防措施,以期增强投资者的风险辨识能力。 展开更多
关键词 康美药业 crime舞弊行为理论 财务舞弊
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基于CRIME理论的^(*)ST宜生财务舞弊案例研究 被引量:1
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作者 吕晶晶 《财务管理研究》 2024年第1期54-59,共6页
资本市场不断完善对我国经济发展起到重要的推动作用,但同时财务舞弊事件也层出不穷。上市公司财务舞弊行为严重侵害了投资者权益,扰乱了我国资本市场的正常运行,不利于社会经济健康发展。运用CRIME理论,分别从造假行为人、造假手段、... 资本市场不断完善对我国经济发展起到重要的推动作用,但同时财务舞弊事件也层出不穷。上市公司财务舞弊行为严重侵害了投资者权益,扰乱了我国资本市场的正常运行,不利于社会经济健康发展。运用CRIME理论,分别从造假行为人、造假手段、造假动因、监督机制、造假结果5个方面对^(*)ST宜生财务舞弊事件进行分析,厘清了财务舞弊的来龙去脉,并针对性地从公司、会计师事务所和监管机制3个角度提供启示,希望对相关主体具有借鉴意义,减少财务舞弊行为的发生,肃清资本市场不良风气。 展开更多
关键词 财务舞弊 crime理论 内部控制
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从CRIME理论看公司财务造假
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作者 张馨仪 吴留全 《合作经济与科技》 2024年第12期133-135,共3页
随着经济的飞速发展,我国上市公司数量逐年增加,但并不是所有的上市公司都能够保持持续盈利或者在行业中占据主导地位,财务造假严重影响着正常的经济运作规律,给社会带来巨大的危害。本文从CRIME理论五个因素出发,以中信国安公司财务造... 随着经济的飞速发展,我国上市公司数量逐年增加,但并不是所有的上市公司都能够保持持续盈利或者在行业中占据主导地位,财务造假严重影响着正常的经济运作规律,给社会带来巨大的危害。本文从CRIME理论五个因素出发,以中信国安公司财务造假为案例,对该公司造假者、造假手段、造假动机、监管机制、最终后果进行探究,从中寻找启示。 展开更多
关键词 上市公司 财务造假 crime理论
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A Survey of Crime Scene Investigation Image Retrieval Using Deep Learning
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作者 Ying Liu Aodong Zhou +1 位作者 Jize Xue Zhijie Xu 《Journal of Beijing Institute of Technology》 EI CAS 2024年第4期271-286,共16页
Crime scene investigation(CSI)image is key evidence carrier during criminal investiga-tion,in which CSI image retrieval can assist the public police to obtain criminal clues.Moreover,with the rapid development of deep... Crime scene investigation(CSI)image is key evidence carrier during criminal investiga-tion,in which CSI image retrieval can assist the public police to obtain criminal clues.Moreover,with the rapid development of deep learning,data-driven paradigm has become the mainstreammethod of CSI image feature extraction and representation,and in this process,datasets provideeffective support for CSI retrieval performance.However,there is a lack of systematic research onCSI image retrieval methods and datasets.Therefore,we present an overview of the existing worksabout one-class and multi-class CSI image retrieval based on deep learning.According to theresearch,based on their technical functionalities and implementation methods,CSI image retrievalis roughly classified into five categories:feature representation,metric learning,generative adversar-ial networks,autoencoder networks and attention networks.Furthermore,We analyzed the remain-ing challenges and discussed future work directions in this field. 展开更多
关键词 crime scene investigation(CSI)image image retrieval deep learning
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The Windy City’s Dark Side: A Statistical Exploration of Crime in the City of Chicago
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作者 Clement Odooh Somtobe Olisah +7 位作者 Jane Onwuchekwa Omoshola Owolabi Sevidzem Simo Yufenyuy Oluwadare Aderibigbe Echezona Obunadike Oghenekome Efijemue Saheed Akintayo Samson Edozie 《Journal of Data Analysis and Information Processing》 2024年第3期370-387,共18页
This paper presents a detailed statistical exploration of crime trends in Chicago from 2001 to 2023, employing data from the Chicago Police Department’s publicly available crime database. The study aims to elucidate ... This paper presents a detailed statistical exploration of crime trends in Chicago from 2001 to 2023, employing data from the Chicago Police Department’s publicly available crime database. The study aims to elucidate the patterns, distribution, and variations in crime across different types and locations, providing a comprehensive picture of the city’s crime landscape through advanced data analytics and visualization techniques. Using exploratory data analysis (EDA), we identified significant insights into crime trends, including the prevalence of theft and battery, the impact of seasonal changes on crime rates, and spatial concentrations of criminal activities. The research leveraged a Power BI dashboard to visually represent crime data, facilitating an intuitive understanding of complex patterns and enabling dynamic interaction with the dataset. Key findings highlight notable disparities in crime occurrences by type, location, and time, offering a granular view of crime hotspots and temporal trends. Additionally, the study examines clearance rates, revealing variations in the resolution of cases across different crime categories. This analysis not only sheds light on the current state of urban safety but also serves as a critical tool for policymakers and law enforcement agencies to develop targeted interventions. The paper concludes with recommendations for enhancing public safety strategies and suggests directions for future research, emphasizing the need for continuous data-driven approaches to effectively address and mitigate urban crime. This study contributes to the broader discourse on urban safety, crime prevention, and the role of data analytics in public policy and community well-being. 展开更多
关键词 crime Analysis Chicago Data Visualization crime Trends Power BI Urban Safety
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基于CRIME理论视角下东方金钰财务舞弊分析
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作者 任玥 《金融》 2024年第3期1020-1026,共7页
近年来,随着资本市场的不断完善,我国经济得到了高速发展,但与此同时伴随着上市公司财务舞弊行为的频繁发生,这不仅极大损害了投资者的利益,还严重影响了资本市场的诚信机制。因此,对上市公司财务舞弊行为进行有效识别与采取防范手段极... 近年来,随着资本市场的不断完善,我国经济得到了高速发展,但与此同时伴随着上市公司财务舞弊行为的频繁发生,这不仅极大损害了投资者的利益,还严重影响了资本市场的诚信机制。因此,对上市公司财务舞弊行为进行有效识别与采取防范手段极为重要。本文以东方金钰财务造假案件为例,运用CRIME理论,分别从舞弊行为人、舞弊手段、舞弊动因、监管机制、舞弊结果五个方面对东方金钰财务舞弊事件进行分析,并针对这五个方面提出有关的建议。希望对相关研究具有借鉴意义,以减少财务舞弊行为的发生。 展开更多
关键词 财务舞弊 crime理论 东方金钰 案例研究 舞弊手段
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基于CRIME理论的财务舞弊问题研究——以Z公司为例
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作者 郭学祯 《行政事业资产与财务》 2024年第6期94-96,共3页
随着数字经济和互联网的兴起,上市公司财务舞弊现象层出不穷。本文基于CRIME理论,从财务的舞弊者、舞弊手段、舞弊动机、舞弊监管机制、舞弊结果五个方面系统分析了Z公司的财务舞弊案例,从内部防范、人员素质、外部监管三个方面提出了建... 随着数字经济和互联网的兴起,上市公司财务舞弊现象层出不穷。本文基于CRIME理论,从财务的舞弊者、舞弊手段、舞弊动机、舞弊监管机制、舞弊结果五个方面系统分析了Z公司的财务舞弊案例,从内部防范、人员素质、外部监管三个方面提出了建议,希望对资本市场的完善有所启示。 展开更多
关键词 财务舞弊 crime理论 管理层
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通过扫黑除恶的社会治理——以贯彻落实《反有组织犯罪法》为视角
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作者 莫洪宪 罗建武 《海南大学学报(人文社会科学版)》 2025年第1期129-141,共13页
在黑恶势力及其违法犯罪严重影响基层政权稳定的严峻形势下,党和国家决定开展扫黑除恶专项斗争,经过三年的全面、深入、系统推进,成效显著,赢得全面胜利。扫黑除恶是国家专门力量直接介入基层社会治理的重要体现,但单纯通过刑事司法或... 在黑恶势力及其违法犯罪严重影响基层政权稳定的严峻形势下,党和国家决定开展扫黑除恶专项斗争,经过三年的全面、深入、系统推进,成效显著,赢得全面胜利。扫黑除恶是国家专门力量直接介入基层社会治理的重要体现,但单纯通过刑事司法或综合治理均无法达到深入且快速的良好治理效果。在总体国家安全观的指导下《,反有组织犯罪法》以“四个结合”为治理理念,构建惩防并举、标本兼治的有组织犯罪治理体系。其具体体现了司法治理与综合治理并重,且重点突出、有机衔接的共治路径及其立法思路。其中,司法治理强调宽严相济刑事政策的细化落实及关联治理机制的体系性完备,综合治理则突出群众路线下治本且治标的综合预防体系健全。通过不断完善的法治来推动常态化、高质效的有组织犯罪治理,保障扫黑除恶的法律效果、政治效果与社会效果相统一,有利于促进实现国家治理体系和治理能力现代化。 展开更多
关键词 扫黑除恶 社会治理 反有组织犯罪法 司法治理 综合治理
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侵犯商业秘密罪评价标准的修正与规范解读
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作者 冯明昱 张勇 《海南大学学报(人文社会科学版)》 2025年第1期185-194,共10页
《刑法修正案(十一)》完成了侵犯商业秘密罪由数额犯到情节犯的全面转型,但未跟进更新的司法解释易使得司法实务将情节犯作数额犯化处理,仅关注数额要素对于犯罪评价的影响。侵犯商业秘密罪所保护的是复合法益:一是商业秘密权利人对商... 《刑法修正案(十一)》完成了侵犯商业秘密罪由数额犯到情节犯的全面转型,但未跟进更新的司法解释易使得司法实务将情节犯作数额犯化处理,仅关注数额要素对于犯罪评价的影响。侵犯商业秘密罪所保护的是复合法益:一是商业秘密权利人对商业秘密享有的私权利,二是市场竞争秩序,后者又可还原为具体的个人法益——商业秘密权。以此为逻辑起点,侵犯商业秘密罪的评价体系应当坚持区分性、形式与实质相统一、强保护的原则,建构综合评价体系。各要素不可单独作为入罪标准,而应综合考量,建构起以数额要素为主,非数额要素为辅的“情节严重”解释体系。 展开更多
关键词 侵犯商业秘密罪 情节犯 数额犯
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hate crime译名商榷
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作者 谢梦昕 《中国科技术语》 2013年第3期31-33,39,共4页
hate crime是警务英语中使用较多的一个术语,但其译名并不统一。通过追溯该术语的概念和内涵,分析比较既有译名,找出翻译过程中法律文化缺省和翻译方法不当的问题,笔者结合中外法律文化特点,采用仿译的方法,提出新的译名。
关键词 HATE crime 术语 文化缺省 仿译
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骗取贷款罪中“重大损失”之理解
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作者 李瑞杰 《海南大学学报(人文社会科学版)》 2025年第1期174-184,共11页
虽然《中华人民共和国刑法修正案(十一)》已经修改骗取贷款罪的入罪条件,然而关于重大损失的数额计算、产生时间和体系位置等问题的学理讨论尚不充分。重大损失不应包括放贷利息,其产生于贷款到期之后。将重大损失理解成骗取贷款罪客观... 虽然《中华人民共和国刑法修正案(十一)》已经修改骗取贷款罪的入罪条件,然而关于重大损失的数额计算、产生时间和体系位置等问题的学理讨论尚不充分。重大损失不应包括放贷利息,其产生于贷款到期之后。将重大损失理解成骗取贷款罪客观处罚条件的观点,不符合立法修改主旨和刑法条文内在逻辑,缺乏刑事政策上的合理性。客观超过要素理论本身存在缺陷,其也不适合描述重大损失在骗取贷款罪中的体系位置。骗取贷款罪中“重大损失”与“特别重大损失”直接影响行为刑事可罚性,属于骗取贷款罪的构成要件要素。 展开更多
关键词 骗取贷款罪 重大损失 构成要件要素
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基于CRIME五因素论的ST公司财务舞弊识别 被引量:7
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作者 管扬威 朱卫东 《财会月刊(下)》 2014年第8期12-16,共5页
ST公司财务舞弊对我国资本市场造成了不小的负面影响。本文以舞弊动因"CRIME"五因素论为基石,选取可能影响舞弊的22个指标,并使用3年的数据对30对ST公司舞弊与非舞弊样本做了t检验、Wilcoxon符号秩检验、Logistic回归,建立的... ST公司财务舞弊对我国资本市场造成了不小的负面影响。本文以舞弊动因"CRIME"五因素论为基石,选取可能影响舞弊的22个指标,并使用3年的数据对30对ST公司舞弊与非舞弊样本做了t检验、Wilcoxon符号秩检验、Logistic回归,建立的识别模型综合正确率达到81.7%。通过对模型进行稳健性检验,结果表明,识别舞弊样本的正确率为77.3%,说明该模型具有良好的应用效果。 展开更多
关键词 ST 财务报告舞弊 crime 稳健性检验
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Monitoring and Early Warning of New Cyber-Telecom Crime Platform Based on BERT Migration Learning 被引量:6
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作者 Shengli Zhou Xin Wang Zerui Yang 《China Communications》 SCIE CSCD 2020年第3期140-148,共9页
The network is a major platform for implementing new cyber-telecom crimes.Therefore,it is important to carry out monitoring and early warning research on new cyber-telecom crime platforms,which will lay the foundation... The network is a major platform for implementing new cyber-telecom crimes.Therefore,it is important to carry out monitoring and early warning research on new cyber-telecom crime platforms,which will lay the foundation for the establishment of prevention and control systems to protect citizens’property.However,the deep-learning methods applied in the monitoring and early warning of new cyber-telecom crime platforms have some apparent drawbacks.For instance,the methods suffer from data-distribution differences and tremendous manual efforts spent on data labeling.Therefore,a monitoring and early warning method for new cyber-telecom crime platforms based on the BERT migration learning model is proposed.This method first identifies the text data and their tags,and then performs migration training based on a pre-training model.Finally,the method uses the fine-tuned model to predict and classify new cyber-telecom crimes.Experimental analysis on the crime data collected by public security organizations shows that higher classification accuracy can be achieved using the proposed method,compared with the deep-learning method. 展开更多
关键词 NEW cyber-telecom crime BERT model deep LEARNING monitoring and WARNING text analysis
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Predicting the Type of Crime: Intelligence Gathering and Crime Analysis 被引量:3
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作者 Saleh Albahli Anadil Alsaqabi +3 位作者 Fatimah Aldhubayi Hafiz Tayyab Rauf Muhammad Arif Mazin Abed Mohammed 《Computers, Materials & Continua》 SCIE EI 2021年第3期2317-2341,共25页
Crimes are expected to rise with an increase in population and the rising gap between society’s income levels.Crimes contribute to a significant portion of the socioeconomic loss to any society,not only through its i... Crimes are expected to rise with an increase in population and the rising gap between society’s income levels.Crimes contribute to a significant portion of the socioeconomic loss to any society,not only through its indirect damage to the social fabric and peace but also the more direct negative impacts on the economy,social parameters,and reputation of a nation.Policing and other preventive resources are limited and have to be utilized.The conventional methods are being superseded by more modern approaches of machine learning algorithms capable of making predictions where the relationships between the features and the outcomes are complex.Making it possible for such algorithms to provide indicators of specific areas that may become criminal hot-spots.These predictions can be used by policymakers and police personals alike to make effective and informed strategies that can curtail criminal activities and contribute to the nation’s development.This paper aims to predict factors that most affected crimes in Saudi Arabia by developing a machine learning model to predict an acceptable output value.Our results show that FAMD as features selection methods showed more accuracy on machine learning classifiers than the PCA method.The naïve Bayes classifier performs better than other classifiers on both features selections methods with an accuracy of 97.53%for FAMD,and PCA equals to 97.10%. 展开更多
关键词 PREDICTION machine learning crime prevention naïve bayes crime prediction classification algorithms
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瑞幸咖啡财务舞弊事件分析——基于CRIME模型 被引量:1
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作者 孙辉 章辉 《生产力研究》 2021年第2期152-156,共5页
移动互联网时代给了企业前所未有的创新和实践的机会,但伴随的是诸多的不确定性,商业模式的创新给企业带来全新盈利模式的同时也隐藏着巨大风险。瑞幸造假事件给我们思考资本逐利本性、监管的缺位提供了一个很好的样本。文章通过财务舞... 移动互联网时代给了企业前所未有的创新和实践的机会,但伴随的是诸多的不确定性,商业模式的创新给企业带来全新盈利模式的同时也隐藏着巨大风险。瑞幸造假事件给我们思考资本逐利本性、监管的缺位提供了一个很好的样本。文章通过财务舞弊理论——CRIME模型,从舞弊行为人、舞弊手段、舞弊动机、监管机制以及结果五个方面来对瑞幸财务舞弊事件进行了全面分析,认为瑞幸造假事件的发生除了创始人陆正耀"一股独大"造成的公司内部管理失衡外,还在于中介机构和政府层面的监管存在疏漏,因此,要借此次瑞幸造假事件,反思自身的不足,加大企业欺诈的犯罪成本。 展开更多
关键词 财务舞弊 crime模型 瑞幸咖啡
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