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Statute Recommendation Based on Word Embedding
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作者 Peitang Ling Zian Wang +4 位作者 Yi Feng Jidong Ge Mengting He Chuanyi Li Bin Luo 《国际计算机前沿大会会议论文集》 2019年第1期546-548,共3页
The statute recommendation problem is a sub problem of the automated decision system, which can help the legal staff to deal with the process of the case in an intelligent and automated way. In this paper, an improved... The statute recommendation problem is a sub problem of the automated decision system, which can help the legal staff to deal with the process of the case in an intelligent and automated way. In this paper, an improved common word similarity algorithm is proposed for normalization. Meanwhile, word mover’s distance (WMD) algorithm was applied to the similarity measurement and statute recommendation problem, and the problem scene which was originally used for classification was extended. Finally, a variety of recommendation strategies different from traditional collaborative filtering methods were proposed. The experimental results show that it achieves the best value of Fmeasure reaching 0.799. And the comparative experiment shows that WMD algorithm can achieve better results than TF-IDF and LDA algorithm. 展开更多
关键词 statute RECOMMENDATION WORD EMBEDDING WORD mover’s DISTANCE COLLABORATIVE FILTERING
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Thought and Discussion from the Treatment of Formaldehyde Pollution
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作者 Wang Jinquan Luo Jianzhong +1 位作者 Chen Yehuan Zhu Youchun 《Ecological Economy》 2005年第3期58-59,共2页
This paper introduces the effect of economic, statute, environmental protection, and sustainable development oftreatment of formaldehyde pollution.
关键词 Formaldehyde pollution TREATMENT environmental protection statute
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Police Emergency Commitment Powers in Cases of Persons Experiencing Mental Health Crisis in “Public Spaces”: Review of the Commitment Process in England and Wales, in Comparison to the Practice in the United States of America (USA)
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作者 Albert Mark Essaw Coleman 《Open Journal of Psychiatry》 2021年第4期219-228,共10页
Police emergency commitment powers for detention of persons in the community perceived to be seriously mentally ill for further specialist examination in a designated facility have always raised interest in medical an... Police emergency commitment powers for detention of persons in the community perceived to be seriously mentally ill for further specialist examination in a designated facility have always raised interest in medical and legal circles on both sides of the Atlantic. The objective of this article is to detail the police commitment procedure in England and Wales, as dictated by the mental health act of 1983 (MHA 1983) amended in 2007 (MHA 2007);and compare this with similar legal provisions as prevails under current state mental health statutes in the United States of America (USA). The comparative review of the commitment processes in England and Wales to that of the USA reveals that the process in England and Wales seeks to primarily ensure that persons with mental disorder (PWMD) in crisis are directed to a specialist hospital for evaluation and appropriate specialist care. In the USA such persons in a good number of cases may end up in the criminal justice system due to application of the “dangerousness” standard. Additionally whereas in England and Wales the commitment law is uniform in law and application, the federal system in the USA is such that the commitment law may have minor variations depending on the individual states. The minor variation in state commitment laws may engender a situation where the commitment law in England and Wales may seem relatively equitable and just towards PWMD in crisis, compared to the state commitment laws in the USA. 展开更多
关键词 Mentally Disordered Persons Public Places POLICE Emergency Commitment Powers Evaluation Law/statutes
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Homicide, Same-Sex Rape, and the Pursuit of Justice in Early 19th Century China
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作者 Jeffrey Riegel 《Fudan Journal of the Humanities and Social Sciences》 2015年第2期271-290,共20页
This paper examines early nineteenth century legal cases in which Qing jurists had to determine a just way to punish a male offender who had murdered a man in order to defend himself against rape. Earlier, in the eigh... This paper examines early nineteenth century legal cases in which Qing jurists had to determine a just way to punish a male offender who had murdered a man in order to defend himself against rape. Earlier, in the eighteenth century, jurists judging such cases exhibited considerable skepticism that same-sex rape had occurred. They regarded the claim of rape as an excuse offered by the murderer, demanded an extraordinary measure of proof that there had been a rape, and pun- ished the murderers harshly. But over time, as illustrated in model cases gathered together in the Xing'an huilan ~lj~ or Conspectus of Punishment Cases, various officials pursuing their judicial responsibilities came to acknowledge a broader range of possible circumstances in which same-sex rape might have occurred and hence showed greater leniency to males who claimed to have tour- dered because they had been raped or judicial practice came to a climax in 1825 threatened with rape. This evolution in when the Court of Revision petitioned the Emperor to approve even greater leniency but the Board of Punishments refuted the argument. 展开更多
关键词 The Great Qing Code of statutes and Sub-statutes Conspectus of punishment cases Same-sex rape Qing dynasty justice Qingli or "reason and good sense"
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