An Individulized Prison Network Public Opinion Algorithm Based on Belief Network

2013 ◽  
Vol 718-720 ◽  
pp. 1956-1960
Author(s):  
Man Li ◽  
Shu Fang Wu ◽  
Jie Zhu
Keyword(s):  
Decision Making ◽  
Public Opinion ◽  
Hot Spots ◽  
Sharp Increase ◽  
Information Network ◽  
Belief Network ◽  
The Public ◽  
Judicial Authority ◽  
The Government ◽  
Network Public Opinion

With the development of Internet and the sharp increase of the number of netizens, Network is becoming an important public platform for the public to express the opinion, Network public opinion is becoming the improtant base of decision making to the government and companies.Managing the public opinion information and timely discovering hot spots is essential to correctly guiding the public opinion trends, so the Network Public Opinion has become a hot point in this years.Because of the different demand, it is impossible for all the users to acquire the satisfied result.This paper describes an individulized prison Network Public Opinion algorithm based on information network to solve this problem expecially for the judicial authority.

scholarly journals EOM-NPOSESs: Emergency Ontology Model Based on Network Public Opinion Spread Elements

2021 ◽  
Vol 2021 ◽  
pp. 1-11
Author(s):  
Guozhong Dong ◽  
Weizhe Zhang ◽  
Haowen Tan ◽  
Rahul Yadav ◽  
Shuaishuai Tan
Keyword(s):  
Decision Making ◽  
Public Opinion ◽  
Emergency Management ◽  
Data Sources ◽  
Semantic Relationship ◽  
The Public ◽  
Model Based ◽  
Ontology Model ◽  
Important Basis ◽  
Network Public Opinion

The construction of an emergency ontology model plays an important role in emergency management, which is an important basis for emergency public opinion management and decision-making. Integration of network public opinion spread elements into the emergency ontology model is crucial for realizing knowledge sharing in the field of emergency and public opinion responses. In this study, we crawl a large amount of emergency data from different data sources and construct an emergency dataset. Based on this dataset, we analyze the public opinion elements of emergencies and propose an emergency ontology model based on network public opinion spread elements (EOM-NPOSESs). Thereafter, we consider the coronavirus disease (COVID-19) emergency as an example to construct the EOM-NPOSESs. Finally, we design some strategies to realize rule reasoning and present the COVID-19 emergency application based on the constructed EOM-NPOSESs and the geographic information system platform. The results demonstrate that EOM-NPOSESs can not only describe the semantic relationship between emergencies and emergency elements but also perform semantic logical reasoning on different emergencies.

Deep Structured Learning for Natural Language Processing

2021 ◽  
Vol 20 (3) ◽  
pp. 1-14
Author(s):  
Yong Li ◽  
Xiaojun Yang ◽  
Min Zuo ◽  
Qingyu Jin ◽  
Haisheng Li ◽  
...  
Keyword(s):  
Public Opinion ◽  
Food Safety ◽  
Language Processing ◽  
Early Warning ◽  
Conditional Random Field ◽  
Semantic Features ◽  
Related Sequence ◽  
The Public ◽  
Network Public Opinion

The real-time and dissemination characteristics of network information make net-mediated public opinion become more and more important food safety early warning resources, but the data of petabyte (PB) scale growth also bring great difficulties to the research and judgment of network public opinion, especially how to extract the event role of network public opinion from these data and analyze the sentiment tendency of public opinion comment. First, this article takes the public opinion of food safety network as the research point, and a BLSTM-CRF model for automatically marking the role of event is proposed by combining BLSTM and conditional random field organically. Second, the Attention mechanism based on vocabulary in the field of food safety is introduced, the distance-related sequence semantic features are extracted by BLSTM, and the emotional classification of sequence semantic features is realized by using CNN. A kind of Att-BLSTM-CNN model for the analysis of public opinion and emotional tendency in the field of food safety is proposed. Finally, based on the time series, this article combines the role extraction of food safety events and the analysis of emotional tendency and constructs a net-mediated public opinion early warning model in the field of food safety according to the heat of the event and the emotional intensity of the public to food safety public opinion events.

scholarly journals Free and Frank Advice and the Official Information Act

2018 ◽  
Vol 14 (2) ◽  
Author(s):  
Andrew Kibblewhite ◽  
Peter Boshier
Keyword(s):  
Decision Making ◽  
New Zealand ◽  
Government Agency ◽  
Government Officials ◽  
The Public ◽  
Good Government ◽  
Work Programme ◽  
The Government ◽  
The Right ◽  
Official Information

Concern exists that New Zealand hasn’t struck the right balance between two potentially competing principles of good government: officials should provide free and frank advice to ministers, and the public should have opportunities to participate in decision making and hold the government to account. Steps we have taken to address this include: strengthening constitutional underpinnings for free and frank advice (Cabinet Manual changes and issuing expectations for officials); a work programme to improve government agency practice in relation to the Official Information Act; and the Office of the Ombudsman reducing uncertainty about when advice can be withheld by issuing new principles-based guidance and providing more advisory services.

scholarly journals E-LEARNING ACCESSIBILITY IN STATE-OWNED SCHOOLS IN NORTH BALI

2019 ◽  
Vol 26 (1) ◽  
pp. 8
Author(s):  
Wicaksana Gede Dharma Arya ◽  
Dewi Ni Putu Febriana
Keyword(s):  
Qualitative Research ◽  
Public Opinion ◽  
Snowball Sampling ◽  
The Real ◽  
The Public ◽  
Interview Guide ◽  
E Learning ◽  
The Government ◽  
Descriptive Qualitative

This study aimed at investigating the implementation of e-learning in one of government non-favourite schools in Singaraja. This study was the result of the real implementationof e-learning in Bali in which the government expected e-learning to be applicable in every school in Bali since the launching of Balinese version of E-learning 2017. This research was a descriptive qualitative research. This study used snowball sampling in which the public opinion was counted. The data were collected by using observation and interview guide. The result of the study showed that the implementation of e-learning was not running well and became a serious problem. Some sollutions were offered in this study.

scholarly journals The Role of Public Participation in Governance towards Achieving Sustainable Development. Part 1

2021 ◽  
Vol 8 (4) ◽  
pp. 395-404
Author(s):  
Maurice S. Nyarangaa ◽  
Chen Hao ◽  
Duncan O. Hongo
Keyword(s):  
Decision Making ◽  
Sustainable Development ◽  
Public Participation ◽  
Good Governance ◽  
Policy Formulation ◽  
Government Officials ◽  
Political Class ◽  
The Public ◽  
Decision Making Processes ◽  
The Government

Public participation aimed at improving the effectiveness of governance by involving citizens in governance policy formulation and decision-making processes. It was designed to promote transparency, accountability and effectiveness of any modern government. Although Kenya has legally adopted public participation in day-to-day government activities, challenges still cripple its effectiveness as documented by several scholars. Instead of reducing conflicts between the government and the public, it has heightened witnessing so many petitions of government missing on priorities in terms of development and government policies. Results show that participation weakly relates with governance hence frictions sustainable development. Theoretically, public participation influences governance efficiency and development, directly and indirectly, thus sustainable development policy and implementation depends on Public participation and good governance. However, an effective public participation in governance is has been fractioned by the government. Instead of being a promoter/sponsor of public participation, the government of Kenya has failed to put structures that would spur participation of citizens in policy making and other days to activities. This has brought about wrong priority setting and misappropriation of public resources; The government officials and political class interference ultimately limit public opinion and input effects on decision-making and policy formulation, which might be an inner factor determining the failure of public participation in Kenya. The study suggests the need for strengthening public participation by establishing an independent institution to preside over public participation processes.

scholarly journals Through a Glass Darkly: The Role and Review of "National Security" Concepts in Canadian Law

2015 ◽  
Author(s):  
Craig Forcese
Keyword(s):  
Public Policy ◽  
Decision Making ◽  
National Security ◽  
Administrative Law ◽  
The Public ◽  
Precise Meaning ◽  
Canadian Law ◽  
Real Importance ◽  
The Government

The expression "national security" or its close similes lacks a precise meaning, even in the public policy literature. Nevertheless, the concept appears in over 30 federal statutes. In most instances, the term is undefined, an important oversight in light of the significant powers these statutes accord the government. Under these circumstances, how courts review government invocations of "national security" is of real importance. With some exceptions, courts applying s. 7 of the Charter and standard administrative law doctrines have accorded substantial deference to government national security determinations. When largely deferential substantive review of the ambiguous concept of national security is coupled with the ex parti and in camera context in which these cases are often heard, the net effect is to leave government with a freer hand in national security matters than in other domains of administrative decision making. Several possible responses to this problem are proposed.

scholarly journals Public Opinion and Public Policy in Advanced Democracies

2011 ◽  
Author(s):  
Christopher Wlezien
Keyword(s):  
Public Policy ◽  
Public Opinion ◽  
Voting Behavior ◽  
Descriptive Representation ◽  
Political Systems ◽  
Roll Call ◽  
Political Actors ◽  
The Public ◽  
Self Interest ◽  
The Government

The representation of public opinion in public policy is of obvious importance in representative democracies. While public opinion is important in all political systems, it is especially true where voters elect politicians; after all, opinion representation is a primary justification for representative democracy. Not surprisingly, a lot of research addresses the connection between the public and the government. Much of the work considers “descriptive representation”—whether the partisan and demographic characteristics of elected politicians match the characteristics of the electorate itself. This descriptive representation is important but may not produce actual “substantive representation” of preferences in policy. Other work examines the positions of policymakers. Some of this research assesses the roll call voting behavior of politicians and institutions. The expressed positions and voting behavior of political actors do relate to policy but are not the same things. Fortunately, a good amount of research analyzes policy. With but a handful of exceptions noted below, this research focuses on expressed preferences of the public, not their “interests.” That is, virtually all scholars let people be the judges of their own interests, and they assess the representation of expressed opinion no matter how contrary to self-interest it may seem.

How Judges Use Weapons of Influence: The Social Psychology of Courts

2013 ◽  
Vol 46 (1) ◽  
pp. 7-24
Author(s):  
Guy Davidov ◽  
Maayan Davidov
Keyword(s):  
Social Psychology ◽  
Decision Making ◽  
Case Law ◽  
Judicial Decision ◽  
Judicial Decision Making ◽  
The Public ◽  
The Social ◽  
The Face ◽  
Decision Making Processes ◽  
The Government

Research on compliance has shown that people can be induced to comply with various requests by using techniques that capitalise on the human tendencies to act consistently and to reciprocate. Thus far this line of research has been applied to interactions between individuals, not to relations between institutions. We argue, however, that similar techniques are applied by courts vis-à-vis the government, the legislature and the public at large, when courts try to secure legitimacy and acceptance of their decisions. We discuss a number of known influence techniques – including ‘foot in the door’, ‘low-balling’, ‘giving a reputation to uphold’ and ‘door in the face’ – and provide examples from Israeli case law of the use of such techniques by courts. This analysis offers new insights that can further the understanding of judicial decision-making processes.

Corruption and the Public Service Ethos in Mid-Victorian Administration: The Case of Leonard Horner and the Factory Office*

2020 ◽  
Vol 135 (575) ◽  
pp. 860-891
Author(s):  
Ian Cawood
Keyword(s):  
Public Opinion ◽  
Public Service ◽  
Public Support ◽  
Political Corruption ◽  
The Public ◽  
Victorian Britain ◽  
The Press ◽  
The Government ◽  
Set Up ◽  
Changing Attitudes

Abstract While the problem of political corruption in mid-nineteenth century Britain has been much studied, the experience of corrupt behaviour in public bodies, both new and long established, is comparatively neglected. This article takes the example of one of the first inspectorates set up after the Great Reform Act, the Factory Office, to examine the extent of corrupt practices in the British civic state and the means whereby it was addressed. It examines the changing processes of appointment, discipline and promotion, the issues of remuneration and venality, and the relationships between inspectors, workers, factory owners, the government and the wider civil service, and the press and public opinion. The article argues that the changing attitudes of the inspectors, especially those of Leonard Horner, were indicative of a developing ‘public service ethos’ in both bureaucratic and cultural settings and that the work of such unsung administrators was one of the agencies through which corrupt behaviour in the civic structures of Victorian Britain was, with public support, challenged. The article concludes that the endogenous reform of bureaucratic practice achieved by the factory inspectorate may even be of equal significance as that which resulted from the celebrated Northcote–Trevelyan Report of 1854.

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