scholarly journals A Novel Deep Convolutional Neural Network Model to Monitor People following Guidelines to Avoid COVID-19

2020 ◽  
Vol 2020 ◽  
pp. 1-15 ◽  
Author(s):  
M. Irfan Uddin ◽  
Syed Atif Ali Shah ◽  
Mahmoud Ahmad Al-Khasawneh

COVID-19, a deadly disease that originated in Wuhan, China, has resulted in a global outbreak. Patients infected with the causative virus SARS-CoV-2 are placed in quarantine, so the virus does not spread. The medical community has not discovered any vaccine that can be immediately used on patients infected with SARS-CoV-2. The only method discovered so far to protect people from this virus is keeping a distance from other people, wearing masks and gloves, as well as regularly washing and sanitizing hands. Government and law enforcement agencies are involved in banning the movement of people in different cities, to control the spread and monitor people following the guidelines of the CDC. But it is not possible for the government to monitor all places, such as shopping malls, hospitals, government offices, and banks, and guide people to follow the safety guidelines. In this paper, a novel technique is developed that can guide people to protect themselves from someone who has high exposure to the virus or has symptoms of COVID-19, such as having fever and coughing. Different deep Convolutional Neural Networks (CNN) models are implemented to test the proposed technique. The proposed intelligent monitoring system can be used as a complementary tool to be installed at different places and automatically monitor people adopting the safety guidelines. With these precautionary measurements, humans will be able to win this fight against COVID-19.

2018 ◽  
Vol 11 (1) ◽  
pp. 79-92 ◽  
Author(s):  
Masdar Masdar

Cash waqf in Indonesia has been long enough implemented based on some rules enacted by government and other rules defined by The Waqf Board of Indonesia (BWI). However, the implementation of cash waqf has not reached the level of success. Therefore, this article studies the application of cash waqf law in Indonesia according to Friedman’s legal system theory. The legal system theory of Friedman firstly looks at the substance of the law, which is the rules or regulations; and secondly it examines the structure of the law, encompassing the law enforcement agencies, such as judge, prosecutor, police and legal counselors. And lastly the theory examines the element of legal culture, which is a response from Muslim society. The first two examinations indicate that there is nothing to be a problem. But from the last examination there is a problem regarding the trust from Muslim society. From the legal culture point of view, the implementation of cash waqf by the government, which is performed by BWI, needs attracting society’s credentials in order to improve and maximize the performance of cash waqf in Indonesia.


2018 ◽  
Vol 4 (1) ◽  
pp. 1
Author(s):  
Ferry Fadzlul Rahman

Abortion is a social phenomenon that is increasingly alarming. The concern is not without reason, because so far the behavior of abortion many negative effects both for themselves the perpetrators and the wider community. With the passing of the Government Regulation No. 61 Year 2014 on Reproductive Health still raises the pros and cons in the middle of the community. The approach used to address the problem that the above problems are normative juridical approach. Based on the results of the study need to decriminalize abortion in Government Regulation No. 61 Year 2014 on Reproductive Health which has the goal of creating the legal basis for abortion and the experts who helped him as an indication of a medical emergency or pregnancy due to rape, and factors inhibiting the decriminalization of abortion is legal factors themselves, law enforcement officials factors, factors facilities or infrastructure, community factors, and cultural factors. Suggestion that the author should the government needs to review the Government Regulation No. 61 Year 2014 on Reproductive Health in particular Article 31 and Article 34 within the limited evidence of rape victims in just 40 days because of the time limit is not relative to the law enforcement agencies to prove it, as well as regarding the evidentiary aspects of pregnancy due to rape victims in order to avoid an impression of legitimizing the act of abortion in any form. Keywords: Abortion, , Reproductive Health


2016 ◽  
Vol 2 (2) ◽  
pp. 80
Author(s):  
Ferry Fadzul Rahman

Abortion is a social phenomenon that is increasingly alarming. The concern is not without reason, because so far the behavior of abortion many negative effects both for themselves the perpetrators and the wider community. With the passing of the Government Regulation No. 61 Year 2014 on Reproductive Health still raises the pros and cons in the middle of the community. The approach used to address the problem that the above problems are normative juridical approach. Based on the results of the study need to decriminalize abortion in Government Regulation No. 61 Year 2014 on Reproductive Health which has the goal of creating the legal basis for abortion and the experts who helped him as an indication of a medical emergency or pregnancy due to rape, and factors inhibiting the decriminalization of abortion is legal factors themselves, law enforcement officials factors, factors facilities or infrastructure, community factors, and cultural factors. Suggestion that the author should the government needs to review the Government Regulation No. 61 Year 2014 on Reproductive Health in particular Article 31 and Article 34 within the limited evidence of rape victims in just 40 days because of the time limit is not relative to the law enforcement agencies to prove it, as well as regarding the evidentiary aspects of pregnancy due to rape victims in order to avoid an impression of legitimizing the act of abortion in any form.


2015 ◽  
Vol 1 (1) ◽  
pp. 4-11
Author(s):  
Syed Sami Raza

In 2011 the law enforcement agencies of Pakistan killed a group of foreigners traveling across Pakistan-Afghanistan border. The agencies then tried to cover up the incident by calling it a potential suicide-bombing attack. However, they could not succeed in the cover-up plan primarily due to a photograph of one of the killed aliens—a woman—that appeared on local media. In this photograph the alien woman is shown lying on the ground near a sandbag-covered check-post waving for mercy/justice. The photograph becomes viral on both electronic news and social media and impels the government to order an inquiry. In this article, I engage the concept of “divine violence” and explore the photograph’s politics of aesthetics, which I argue contextualizes the photograph’s meaning during a creative moment for human rights.


2019 ◽  
Vol 53 (3) ◽  
pp. 333-372 ◽  
Author(s):  
Marcio Pereira Basilio ◽  
Valdecy Pereira ◽  
Gabrielle Brum

Purpose The purpose of this paper is to develop a methodology for knowledge discovery in emergency response service databases based on police occurrence reports, generating information to help law enforcement agencies plan actions to investigate and combat criminal activities. Design/methodology/approach The developed model employs a methodology for knowledge discovery involving text mining techniques and uses latent Dirichlet allocation (LDA) with collapsed Gibbs sampling to obtain topics related to crime. Findings The method used in this study enabled identification of the most common crimes that occurred in the period from 1 January to 31 December of 2016. An analysis of the identified topics reaffirmed that crimes do not occur in a linear manner in a given locality. In this study, 40 per cent of the crimes identified in integrated public safety area 5, or AISP 5 (the historic centre of the city of RJ), had no correlation with AISP 19 (Copacabana – RJ), and 33 per cent of the crimes in AISP 19 were not identified in AISP 5. Research limitations/implications The collected data represent the social dynamics of neighbourhoods in the central and southern zones of the city of Rio de Janeiro during the specific period from January 2013 to December 2016. This limitation implies that the results cannot be generalised to areas with different characteristics. Practical implications The developed methodology contributes in a complementary manner to the identification of criminal practices and their characteristics based on police occurrence reports stored in emergency response databases. The generated knowledge enables law enforcement experts to assess, reformulate and construct differentiated strategies for combating crimes in a given locality. Social implications The production of knowledge from the emergency service database contributes to the government integrating information with other databases, thus enabling the improvement of strategies to combat local crime. The proposed model contributes to research on big data, on the innovation aspect and on decision support, for it breaks with a paradigm of analysis of criminal information. Originality/value The originality of the study lies in the integration of text mining techniques and LDA to detect crimes in a given locality on the basis of the criminal occurrence reports stored in emergency response service databases.


2021 ◽  
pp. 215-238
Author(s):  
Paulo Machado ◽  
Lúcia G. Pais ◽  
Sérgio Felgueiras ◽  
Carina Quaresma

There have been profound social transformations in Portugal in the last 50 years. Portugal currently adheres to the international and European agenda to prevent domestic violence. In the chapter the Portuguese legislation and the reporting figures regarding domestic violence, the role of the Law Enforcement Agencies, other first responder agencies, and pertinent stakeholders in responding to high impact domestic violence, as well as the National Network for the Support of Victims of Domestic Violence, are addressed. The authors also discuss good practices and significant challenges. Two of these are intertwined – none of them is quickly addressed, nor can they be addressed by themselves. One is developing a collective attitude that considers domestic violence as unacceptable behaviour, besides being punished by the criminal law. The other is directly posed to the law enforcement agencies and has to do with the increasing complexity of the operational procedures (derived from the new tools presented by the government recently). The problem of elites provoking social change on a superlative level is to forget that adopting new social models is not achieved by decree but through social influence processes, which takes time.


2021 ◽  
pp. 1179
Author(s):  
Stefany Ismantara ◽  
Raden Ajeng Diah Puspa Sari ◽  
Cecilia Elvira ◽  
Rahaditya Rahaditya

Corruption is the abuse of power for private gain that dangers various aspects in a country. Recently, corruption case that eroded the moral legitimacy of law enforcement officers had been revealed. The purpose of this article is to evaluate law enforcement against corruption by public officials in Indonesia as well as measures to overcome its problems effectively. The methodology used in this research is normative legal research which focused on secondary data approach. The injustice that includes weak sentencing regarding the bribery case of Pinangki Sirna Malasari had caught the public's attention for the lack of impactful sentencing. This injustice makes more potential corruptors who are ignorant of the law. Indonesia’s law enforcement agencies are considered to have high tolerance for corruption cases, and this principle of conditional justice has become common knowledge for the people. Corruption has the potential to destroy the nation’s morale, hinder economic development, and trigger anarchism. The government and society must synergize in instilling an anti-corruption mindset towards themselves and the younger generation. Surveillance towards government institutions must be strengthened with public participation. Intervention of president as the highest authority is needed when there’s injustice under his realm of authority. Formulation of a supporting legislation and establishment of anti-corruption institutions in every government or state agencies are needed. In order to create a government that is free of corruption, realization of anti-corruption law in Indonesia had to be done seriously. Korupsi adalah penyalahgunaan kekuasaan untuk kepentingan pribadi yang membahayakan berbagai aspek kehidupan. Belum lama ini, terkuak kasus korupsi yang mengikis legitimasi moral aparat penegak hukum. Karya tulis ini bertujuan untuk mengkaji bagaimana penegakan hukum terhadap tindak pidana korupsi oleh oknum pejabat publik di Indonesia, serta langkah-langkah pemberantasan korupsi secara efektif. Metode penelitian yang digunakan dalam penyusunan artikel ini adalah metode penelitian hukum normatif yang berfokus pengumpulan data sekunder. Ketidakadilan tuntutan hukum akan kasus penyuapan Pinangki Sirna Malasari menyita perhatian publik karena tuntutan pidana yang kurang memadai terlepas dari pelanggaran kode etik yang dilakukan sebagai aparat penegak hukum negara.. Jika ketidakadilan ini terus terjadi, akan muncul banyak koruptor potensial bebal hukum yang menjadi awal bagi kehancuran negara. Apabila implementasi penegakan hukum tidak maksimal, maka nilai dari hukum tersebut akan berkurang. Lembaga penegakan hukum di Indonesia dinilai memiliki toleransi yang tinggi terhadap kasus korupsi, dan prinsip keadilan bersyarat ini sudah menjadi pengetahuan umum bagi rakyat. Korupsi dapat menghancurkan moral bangsa, menghambat pembangunan ekonomi, serta memicu anarkisme. Pemerintah dan masyarakat harus bersinergi dalam menanamkan pola pikir anti korupsi terhadap diri sendiri dan para generasi muda. Transparansi dan pengawasan terhadap lembaga-lembaga pemerintahan harus diperkuat dengan adanya partisipasi masyarakat. Presiden sebagai pemegang kekuasaan tertinggi wajib turun tangan ketika terdapat ketidakadilan yang terjadi di bawah rumpunnya. Dibutuhkan perumusan legislasi yang mendukung dan pembuatan lembaga pemberantas korupsi di setiap badan penyelenggara negara. Demi mengusahakan suatu pemerintahan yang bersih dari korupsi, penegakan hukum atas tindak pidana korupsi di Indonesia harus direalisasikan dengan sungguh-sungguh.


Author(s):  
Elina Sergeevna Sarygina

The subject of this article is the scientific and organizational-methodical patterns of forensic audit in conducting research on the objects of accounting processes of an economic entity, which describe records on the due and listed tax obligations seized by the Federal Tax Service to the government and (or) municipal formations. Special attention is given to the tactics of assigning such research in the criminal proceedings. In the course of this study, the author applied the comparative-analytical and system-structural methods of scientific cognition, as well as interdisciplinary approaches, since the study required knowledge of procedural and substantive law, forensic science, theory of forensic audit, economics and normative legal regulation regulation of the accounting processes of economic entities, which determined comprehensive character of this research. The author attempted to examine the forensic tax audit as an independent type of economic audit, which includes subject, object, goals and scientific-methodical recommendations for law enforcement agencies in commissioning such audits. The article describes the fundamental principles of private theory of forensic tax audit, which did not receive due attention within the scientific literature. The proposed recommendations are aimed at unification of investigative and judicial practices on commissioning and assessment of application of the results of forensic tax audit.  A comprehensive perspective upon the forensic tax audit and its current status is essential for its implementation by investigators, courts or investigating officers in criminal proceedings. The result of this work lies in formulation of recommendations for law enforcement agencies on the peculiarities of tactics used in commissioning forensic tax audit to state and non-state forensic audit institutions relating to peculiarities of preparing the objects of investigation, specificity of questions submitted to resolution by a forensic expert. A list of questions for forensic tax audit is presented.


2020 ◽  
Vol 17 (1) ◽  
pp. 74-86
Author(s):  
Boppuru Rudra Prathap ◽  
K. Ramesha

Crime is the most common social problem faced in a developing country. Crime affects the reputation of a nation and the quality of life of its citizens. Crime also affects the economy of the country, increasing the financial burden of the government due to the need for expenditure in the police force and judicial system. Various initiatives are taken by law enforcement to reduce the crime rate. One such initiative, real-time accurate crime predictions can help reduce the occurrence of crime. In this paper, a crime analytics platform is developed, which processes newsfeed data analysis for different types of crimes and identify crime hotspots using Kernel Density Estimation method. This system enables criminologists to understand the hidden relationships between crime and geographical locations. Interactive visualization features are available that enable law enforcement agencies to predict crime.


Modern Italy ◽  
2021 ◽  
pp. 1-20
Author(s):  
Cristina Barbieri ◽  
Vittorio Mete

This article examines kidnappings for ransom by the ’Ndrangheta in Italy from the more measured perspective that the passage of time allows. To investigate the importance and characteristics of this phenomenon, we analyse a new database compiled from various sources. We put forward an explanation of the way that the kidnapping era ended that derives both from statistical analysis of the 654 instances surveyed and from a case study (the abduction of Cesare Casella). Within this analysis, we award significant weight to the changing political context and to two particular factors: the crime's politicisation under new electoral pressure, and the behaviour of law enforcement agencies. The two factors often regarded as the principal explanations for the end of kidnapping, legislation on the freezing of assets and the appeal of the drugs trade, are treated here as simply aspects of the overall picture. The disappearance of this criminal practice seems to have followed a hiatus in relationships and a reciprocal show of strength. Although the repertoire of state threats, notably military action and prison sentences, was substantial, the political value of victims’ lives and the weakness of the government were powerful weapons for the final cohort of kidnappers.


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