scholarly journals Assessment of text clustering approaches for legal documents

2021 ◽  
Author(s):  
Ingrid L. A. da Silva ◽  
Rafael Ferreira Mello ◽  
Péricles B. C. Miranda ◽  
André C. A. Nascimento ◽  
Isabel W. S. Maldonado ◽  
...  
Keyword(s):  
Text Clustering ◽  
Legal Documents

O sistema judiciário é composto por inúmeros documentos relacionados a processos jurídicos. Esses documentos podem conter informações relevantes que suportem a tomada de decisão em processos futuros. No entanto, a coleta dessas informações não é uma tarefa trivial. Este artigo propõe o uso de agrupamento para reunir processos semelhantes e facilitar a coleta de informações. Dessa forma, diferentes abordagens foram avaliadas com a intenção de identificar a mais adequada para realizar esta tarefa. As abordagens foram aplicadas a uma base de dados composta por 1515 textos de fatos de petições iniciais. Essas abordagens foram avaliadas levando em consideração métricas de avaliação internas e os textos dos processos agrupados. Os resultados apontaram que a melhor abordagem para realizar o agrupamento de processos jurídicos é composta pelo algoritmo K-Means e pela técnica de representação TF-IDF em combinação com a técnica PCA.

PROBLEMS OF STRAY ANIMALS IN NOVOSIBIRSK

2020 ◽  
Vol 4 (2) ◽  
pp. 85-91
Author(s):  
Elena E. Rinchinova ◽  
Diyara A. Takumova ◽  
Irina I. Bochkareva
Keyword(s):  
Urban Population ◽  
Domestic Animals ◽  
Legal Documents ◽  
Quantitative Indicators ◽  
The City

The article discusses main issues of organizing activities for the treatment of stray and street animals in the city of Novosibirsk. The important role of successful solving the problem of stray animals in ensuring environmental comfort and safety of the urban population is noted. Definitions of the concepts “stray animals” and “street animals” are given, the differences between them are emphasized. The main regulatory and legal documents governing the handling of stray and street animals are listed. The ways in which domestic animals get into a stray state are described briefly. The results of the collection and analysis of information on the activities of shelters for stray animals in Novosibirsk are described. The information on the quantitative indicators of the shelters are given. Conclusions on how to solve the problem of stray animals, relying on the latest regulations are drawn.

Factors Affecting the Decision to Apply Material Flows Cost Accounting MFCA in Thai Nguyen Steel Production Enterprises

2020 ◽  
Vol 36 (3) ◽  
Author(s):  
Nguyen Thi Kim Huyen
Keyword(s):  
Production Process ◽  
Environmental Performance ◽  
Steel Production ◽  
Cost Accounting ◽  
Environmental Accounting ◽  
Production Costs ◽  
Accounting System ◽  
Material Flows ◽  
Factors Affecting ◽  
Legal Documents

Applying the Material Flows Cost Accounting method in Thai Nguyen steel enterprises is one of the solutions to improve the efficiency in the production process, using input materials, and environmental performance, as well as to measure more correctly the production costs based on the change of the price calculation basic. Identifying the factors which affect the decision on applying MFCA to the accounting process of Thai Nguyen steel production enterprises by a direct survey is carried out with 119 accountants and managers working at 13 steel enterprises. The results show that applying MFCA to the accounting process in these enterprises depends on the strategies, capacities, the accounting system of those enterprises, and the system of legal documents related to environmental accounting.

ECOLOGICAL INNOVATIONS IN THE GREEN ECONOMY SYSTEM (LEGAL ASPECT)

2017 ◽  
Author(s):  
Dmytro Zadychaylo ◽  
◽  
Krystyna Rutvian ◽  
Keyword(s):  
Legal Aspect ◽  
Central Place ◽  
Green Economy ◽  
Modern Trend ◽  
Environmental Innovation ◽  
Economic Relations ◽  
Legal Documents ◽  
Tax Benefits ◽  
Environmental Technologies ◽  
Traditional Economy

The article is devoted to the content of the concept of "environmental innovation" in the system of socio-economic relations of the green economy. The genesis of the origin of the category "green economy" and the specifics of its functional content are clarified. It is stated that in contrast to international legal documents in the legislation of Ukraine there is no clear and systematic separation of the green economy as an important segment of the national economy. The article emphasizes the idea that the central place in the green economy should be occupied by two system-forming categories. The first is ecological management, which can be implemented in both commercial and non-commercial forms. The second is environmental innovation, as a source of the green economy gaining the same level of profitability as the traditional economy, and over time, its significant growth. Various definitions of "environmental innovation" are considered, as there is no single definition today. The article emphasizes the prospects of environmental innovations and the green economy in general, emphasizes their profitability. It is believed that caring for the ecosystem in which we live is not only a modern trend, but also a guarantee of stability of the entire biosphere. These aspects pose a large number of challenges to the environmental and economic legislation of Ukraine, both in terms of institutionalization of these categories, and in terms of providing them with effective implementation mechanisms. An attempt has been made to identify in which legislative acts these issues could be resolved. It was emphasized that the legislator does not provide any benefits for the introduction of environmental innovations and environmental management. It is proposed to introduce certain incentives for businesses that use environmental technologies or attract other environmental innovations, in the form of tax benefits.

Ontological Model of Government Documents

2013 ◽  
Author(s):  
Tatiana Vashchilko
Keyword(s):  
Qualitative And Quantitative ◽  
Legal Documents ◽  
Government Documents ◽  
The Subject ◽  
Ontological Model ◽  
Investment Agreements ◽  
Extract Information

The paper develops an ontological model to extract information from government legal documents and facilitate the understanding of its content. In particular, international bilateral investment agreements between countries are the subject of analysis, which aims to quantify their semantic diversity. The paper argues it as an accurate approach to extract qualitative and quantitative information.Cette communication expose un modèle ontologique pour extraire de l’information à partir des documents juridiques du gouvernement et faciliter la compréhension du contenu. Plus particulièrement, les ententes internationales d’investissements bilatéraux entre pays ont fait l’objet d’une analyse, dans le but de quantifier la diversité sémantique. La communication conclut qu’il s’agit d’une approche exacte pour extraire de l’information qualitative et quantitative.

Due To Sell Off Power Of Legal Documents Are Made In Making Act Commerce Land And Buildings By Notary

Jurnal Akta ◽  
2018 ◽  
Vol 5 (3) ◽  
pp. 777
Author(s):  
Paulus Meldif Dika Pratama ◽  
Gunarto Gunarto
Keyword(s):  
Income Tax ◽  
Government Regulation ◽  
Legal Theory ◽  
Real Life ◽  
Social Institution ◽  
Justice Theory ◽  
Certificate Authority ◽  
Legal Documents ◽  
Legal Consequences ◽  
Made In

The purpose of this study was to analyze the legal consequences of the agreement of power sell off made in the manufacture of an agreement of sale by Notary. Legal theory used in this study, among others: justice theory, the theory of authority and responsibility theory. The approach used in this study is primarily sociological juridical approach. Sociological juridical approach is to identify and conceptualize law as a social institution that is real and functional in a real life system. The results of this study finally provides the answer that the certificate authority to sell off which made the authorizer to the Proxy should still be subject to and required for payment of taxes from the sale of land and / or buildings that have been sold such, it thus obliged Notary socialize at the time the parties face because it is concerned responsibility by agreement authorized to sell he made in the manufacture of an agreement of sale in accordance with the provisions stipulated in the Indonesian Government Regulation No. 36 of 2016 regarding Income Tax on Income From the Transfer of Rights to Land and / or Buildings, And Agreements sale and purchase Land And / Or Building Along with its amendment.Keywords: Certificate Authority To Sell; Agreement Of Sale; Notary.

Unmaking and Remaking the World in Long-Term Solitary Confinement

2018 ◽  
Vol 1 (1) ◽  
pp. 16
Author(s):  
Lisa Guenther
Keyword(s):  
The Body ◽  
Solitary Confinement ◽  
Hunger Strike ◽  
State Prison ◽  
Legal Documents ◽  
The Social ◽  
The World ◽  
Collective Resistance ◽  
Civil Death

In The Body in Pain, Elaine Scarry analyzes the structure of torture as an unmaking of the world in which the tools that ought to support a person’s embodied capacities are used as weapons to break them down. The Security Housing Unit (SHU) of California’s Pelican Bay State Prison functions as a weaponized architecture of torture in precisely this sense; but in recent years, prisoners in the Pelican Bay Short Corridor have re-purposed this weaponized architecture as a tool for remaking the world through collective resistance. This resistance took the form of a hunger strike in which prisoners exposed themselves to the possibility of biological death in order to contest the social and civil death of solitary confinement. By collectively refusing food, and by articulating the meaning and motivation of this refusal in articles, interviews, artwork, and legal documents, prisoners reclaimed and expanded their perceptual, cognitive, and expressive capacities for world-making, even in a space of systematic torture.

INFORMATION ASPECT OF THE FORMATION OF THE ANTI-TERRORIST EURASIAN SPACE

2020 ◽  
Author(s):  
L.L. KHOPERSKAYA
Keyword(s):  
Central Asia ◽  
Relevant Information ◽  
Kyrgyz Republic ◽  
Sources Of Information ◽  
Labor Migrants ◽  
Legal Documents ◽  
Complex Information ◽  
Special Services ◽  
State Commission ◽  
The Republic

The article deals with the problem of completeness of information on measures to counter terrorism and extremism taken by the labor-surplus states of Central Asia. With the help of some former labor migrants, a new model of terrorism (IS 2.0) is being developed based on the use of pendulum migration of radical Islamists to the countries of Central Asia and Russia, such Islamists serve as the core of various extremist organizations. A serious problem for the Russian experts is that none of the countries (Tajikistan, Kyrgyzstan or Uzbekistan) sending labor migrants to Russia publishes complex information each country publishes mainly statistical or regulatory information or news. For example, not all official documents are available in Tajikistan or Uzbekistan and it is difficult to obtain official statistics in Uzbekistan or Kyrgyzstan. Nevertheless, the analysis of the disparate experience of the three countries, among which we can highlight the purposeful work with labor migrants carried out by the representative offices of the Republic of Tajikistan abroad the courses for imams of mosques and clerics on the prevention of radicalization of the population organized by the State Commission for religious affairs of the Kyrgyz Republic and the system of social rehabilitation of repentant extremists in Uzbekistan prove the need for relevant information in a certain standardized form. The main sources of information used in the article are documents of the UN, the CIS Anti-Terrorist Center, speeches of the President of the Republic of Tajikistan containing statistical information, news information from the websites of the special services of the Kyrgyz Republic and legal documents of Uzbekistan. The article substantiates the conclusion about the need to highlight the information aspect in the formation of the anti-terrorist Eurasian space, the relevance of which was discussed at the Council of the CSTO Parliamentary Assembly in May 2019.

The impact of land reform on the development of united territorial communities

2020 ◽  
pp. 29-33
Author(s):  
Tamara Smovzhenko ◽  
Oryslava Korkuna ◽  
Ivan Korkuna ◽  
Ulyana Khromyak
Keyword(s):  
Land Reform ◽  
Agricultural Land ◽  
Public Lands ◽  
Living Standards ◽  
The Public ◽  
Legal Documents ◽  
Practical Research ◽  
The Impact ◽  
Land Code

Nowadays, according to decentralization and current legislation (Land Code of Ukraine, Resolution of the Cabinet of Ministers of Ukraine and the Law of Ukraine «On Self-Governance»), the public lands have been transferred to the CTCs since 1 February 2018. In 2018/2019, 788 CTCs received communal ownership of 1.68 ha of public lands. According to the Draft Law «On Amendments to Several Legal Documents of Ukraine on Agricultural Lands Turnover», the consolidated territorial communities become the legal entities and can acquire property rights to agricultural land plots. Therefore, transferring the lands to be used by the newly created CTCs is currently an urgent issue that requires extended scientific and practical research. The paper aims to research the role of land reform in Ukraine and its impact on increase of CTCs’ budget revenues. The stages of land reform and the development of the land reform in Ukraine as well as its implementation strategy are outlined. The disparities of the integrated satellite map and the data of the Land Cadaster of Ukraine in terms of unregistered lands are defined. The amount of a CTC budget’s increased revenues due to the reform is estimated. Statistical data on small, medium, and large farmers and their interest in the land reform are analyzed. The terms of selling the land to foreign investors and conditions of participation in land auctions are examined. The mechanisms of land purchase, selling, and lease in line with the land reform are suggested. Generalizing the presented aspects of the land reform in Ukraine and their impact on economic activity of the newly created CTCs, it can be argued that the process is quite positive and necessary for both communities and businesses in order to get additional budget revenues for CTCs. The land reform improves the living standards of Ukrainian people through the disclosure of the country’s agricultural capacity.

K-means text clustering algorithm based on density and nearest neighbor

2010 ◽  
Vol 30 (7) ◽  
pp. 1933-1935 ◽  
Author(s):  
Wen-ming ZHANG ◽  
Jiang WU ◽  
Xiao-jiao YUAN
Keyword(s):  
Clustering Algorithm ◽  
Nearest Neighbor ◽  
Text Clustering
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