scholarly journals Efficient Decomposition of Bayesian Networks With Non-graded Variables

2021 ◽  
Vol 10 (2) ◽  
pp. 52
Author(s):  
Alessandro Magrini
Keyword(s):  
Bayesian Networks ◽  
General Definition ◽  
Causal Interaction ◽  
Exact Inference ◽  
Joint Tree ◽  
Causal Independence ◽  
Probability Table ◽  
Definition Of ◽  
The Impact ◽  
Nominal Variables

Elicitation, estimation and exact inference in Bayesian Networks (BNs) are often difficult because the dimension of each Conditional Probability Table (CPT) grows exponentially with the increase in the number of parent variables. The Noisy-MAX decomposition has been proposed to break down a large CPT into several smaller CPTs exploiting the assumption of causal independence, i.e., absence of causal interaction among parent variables. In this way, the number of conditional probabilities to be elicited or estimated and the computational burden of the joint tree algorithm for exact inference are reduced. Unfortunately, the Noisy-MAX decomposition is suited to graded variables only, i.e., ordinal variables with the lowest state as reference, but real-world applications of BNs may also involve a number of non-graded variables, like the ones with reference state in the middle of the sample space (double-graded variables) and with two or more unordered non-reference states (multi-valued nominal variables). In this paper, we propose the causal independence decomposition, which includes the Noisy-MAX and two generalizations suited to double-graded and multi-valued nominal variables. While the general definition of BN implicitly assumes the presence of all the possible causal interactions, our proposal is based on causal independence, and causal interaction is a feature that can be added upon need. The impact of our proposal is investigated on a published BN for the diagnosis of acute cardiopulmonary diseases.

scholarly journals Considerations Concerning the Impact of Propensities on Basic Macroeconomic Occurrences

2008 ◽  
Vol 7 (1) ◽  
pp. 109-116 ◽  
Author(s):  
Mariusz Doszyń
Keyword(s):  
Interest Rate ◽  
Interest Rates ◽  
Money Supply ◽  
National Income ◽  
General Definition ◽  
Consumption Expenditures ◽  
Keynesian Model ◽  
Definition Of ◽  
The Impact

Considerations Concerning the Impact of Propensities on Basic Macroeconomic Occurrences In the article theoretical deliberations relating to impact of propensities on basic macroeconomic phenomena were presented. A general definition of propensity was discussed. The influence of propensity for consumption, propensity for investment and propensity for thesaurization on national income, interest rates, consumption expenditures, investments and money supply was analyzed. Derivatives that make it possible to identify quantitative effects of propensities were introduced. On the basis of the discussed Keynesian model it is possible to say that the propensity to consume increases interest rate and national income, the propensity to invest makes investments, national income and interest rates higher and the propensity for thesaurization could increase interest rates by lowering money supply.

scholarly journals Θεραπευτική σχέση: αλλαγές και προκλήσεις σε ένα ταχέως εξελισσόμενο περιβάλλον

2021 ◽  
Vol 26 (2) ◽  
pp. 156
Author(s):  
Evangelos C. Karademas
Keyword(s):  
Health Care ◽  
Therapeutic Alliance ◽  
Social Factors ◽  
Digital Technology ◽  
General Definition ◽  
Special Issue ◽  
Complex Interactions ◽  
Short Commentary ◽  
Definition Of ◽  
The Impact

The aim of this short Commentary is to convey some thoughts and concerns that have arisen after reading the excellent articles included in this Special Issue. The focus will be on three particular points: (a) The differences that seem to exist, not so much regarding the general definition of therapeutic alliance, but rather with respect to the identification of the specific characteristics of this phenomemon and the factors that shape it. (b) The need to understand therapeutic alliance after taking into account the complex interactions that take place between several biological, psychological and social factors. Finally, (c) the impact of recent advancements, such as the great innovations in digital technology and health care, on therapeutic alliance. In any case, it is certain that our perception of therapeutic alliance will continue to evolve and change in the future.

scholarly journals The Impact of Spirituality and Spiritually-Oriented Therapeutic Interventions on Schizophrenia Patients

2019 ◽  
Vol 4 (3) ◽  
pp. 309-320
Author(s):  
Özge Erduran-Tekin
Keyword(s):  
Short Term Memory ◽  
Well Being ◽  
Therapeutic Interventions ◽  
General Definition ◽  
Schizophrenic Patients ◽  
Spiritual Counseling ◽  
Definition Of ◽  
And Behavior ◽  
The Impact ◽  
Counseling Practices

Schizophrenia, with its various aspects that are as yet as unexplainable and which causes those suffering from it to move away from relationships and reality, is a severe psychiatric disorder that usually deteriorates thinking and behavior from an early age. A general definition of schizophrenia has been mentioned for the purpose of this study without describing the types of schizophrenia in detail. The main axis of the study is what role spirituality may have in increasing schizophrenic patients’ well-being, which is the last step in the model for their medical treatment. A lack of deterioration in patients’ consciousness and short-term memory is very important in order for them to be able to understand the therapeutic practices; the study discusses spiritual counseling practices that can be studied with schizophrenic patients who have no problems in these areas. The study evaluates the concept of insight in schizophrenia patients from different perspectives and includes spiritual counseling practices that can be done with schizophrenia patients possessing high levels of insight. The study continues by examining which individual spiritual counseling practices are possible for patients with schizophrenia and presents the example of group counseling over spiritual counseling practices for patients with schizophrenia as well as which counseling practices can be done for schizophrenic patients and their families. The main aim of this study is to present to clinicians, psychologists, and psychological counselors working in the field a general review of the literature on studies that have examined the relationship between schizophrenia and spirituality and to give them ideas into how to integrate spiritual counseling practices into the process while working with schizophrenia patients and their relatives.

scholarly journals High impact on students’ understanding of atomics radius on crystals geometry concept through implementation of JITT with 3D animation

2021 ◽  
pp. 153-160
Author(s):  
Hena Dian Ayu ◽  
Akhmad Jufriadi ◽  
Ratri Andinisari
Keyword(s):  
Physics Education ◽  
Atomic Radius ◽  
High Impact ◽  
General Definition ◽  
3D Animation ◽  
Solid State Physics ◽  
Study Program ◽  
Crystal Lattices ◽  
Definition Of ◽  
The Impact

This study was conducted to analyze the students 'initial and final understanding after the application of JITT with 3D animation, to identify students' responses and arguments, and to determine the impact of using JITT with 3D animation. This research involved 43 students of the 6th semester of the 2019-2020 academic year of the Physics Education study program of the Universitas PGRI Kanjuruhan Malang who took solid state physics course. Students' initial and final understanding was analyzed through responses and arguments presented during the pretest, while the impact of JITT application with 3D animation was analyzed based on the results of the pretest and posttest as well as student responses during the learning process expressed through short interviews and discussions. The qualitative and quantitative data generated from the mixed-method approach were analyzed simultaneously. The results show that the students understand that the atomic radius for all the different crystal lattices is the same, namely a/2. This was awakened by an early understanding of the general definition of the radius. However, after following the JITT stages with 3D animation, their understanding changed that the atomic radius of each crystal lattice is different in length. In addition, the results of statistical analysis showed that there was a very significant increase in the students' mastery of concepts from an average of 26.9 to 96.7. Meanwhile, the N-gain value is very high, namely 0.96 in the very effective category, which illustrates that JITT with 3D animation has had a high impact on students' understanding of atomic radius in the concept of crystal geometry.

scholarly journals Accounting and tax implications of the creation and use of technical provisions of commercial insurance companies

2013 ◽  
Vol 61 (7) ◽  
pp. 2123-2131 ◽  
Author(s):  
Jana Gláserová ◽  
Eva Vávrová
Keyword(s):  
Balance Sheet ◽  
Financial Statements ◽  
Insurance Companies ◽  
General Definition ◽  
Insurance Company ◽  
Commercial Insurance ◽  
The Creation ◽  
Definition Of ◽  
Methodological Aspects ◽  
The Impact

Entities such as commercial insurance companies are obliged to create technical provisions in order to fulfill their activities. Technical provisions are used to cover liabilities of commercial insurance companies arising from insurance and reinsurance activities. The principal aim of this paper is to determine the impact of the creation and use of technical provisions for some important items of the financial statements, which are liabilities, a balance sheet, profit and an income tax base. A prerequisite to fulfill the objective of the paper is to analyze the accounting legislation for technical provisions in an insurance company. The intention of the presented paper can be divided according to its conception into two parts. The first part of the paper is devoted to methodological aspects in relation to the general definition of the accounting principles and their importance in the accounting of commercial insurance companies. The second part deals with the methodological procedure of the accounting of the creation and use of technical provisions and the specifics of how they are reported in the financial statements of commercial insurers. Conclusions of the paper show contemporary issues in the analyzed area in the context of the financial crisis.

A THEORETICAL FRAMEWORK FOR POSSIBILISTIC INDEPENDENCE IN A WEAKLY ORDERED SETTING

2002 ◽  
Vol 10 (02) ◽  
pp. 117-155 ◽  
Author(s):  
N. BEN AMOR ◽  
K. MELLOULI ◽  
S. BENFERHAT ◽  
D. DUBOIS ◽  
H. PRADE
Keyword(s):  
Graphical Representation ◽  
Multiple Criteria Decision Making ◽  
Possibility Theory ◽  
General Definition ◽  
Uncertain Reasoning ◽  
Joint Distributions ◽  
The World ◽  
Definition Of ◽  
The Impact ◽  
Independence Relations

The notion of independence is central in many information processing areas, such as multiple criteria decision making, databases, or uncertain reasoning. This is especially true in the later case, where the success of Bayesian networks is basically due to the graphical representation of independence they provide. This paper first studies qualitative independence relations when uncertainty is encoded by a complete pre-order between states of the world. While a lot of work has focused on the formulation of suitable definitions of independence in uncertainty theories our interest in this paper is rather to formulate a general definition of independence based on purely ordinal considerations, and that applies to all weakly ordered settings. The second part of the paper investigates the impact of the embedding of qualitative independence relations into the scale-based possibility theory. The absolute scale used in this setting enforces the commensurateness between local pre-orders (since they share the same scale). This leads to an easy decomposability property of the joint distributions into more elementary relations on the basis of the independence relations. Lastly we provide a comparative study between already known definitions of possibilistic independence and the ones proposed here.

scholarly journals Consensual Decision-Making Among Epistemic Peers

Episteme ◽  
2009 ◽  
Vol 6 (2) ◽  
pp. 110-129 ◽  
Author(s):  
Stephan Hartmann ◽  
Carlo Martini ◽  
Jan Sprenger
Keyword(s):  
Decision Making ◽  
Social Network ◽  
General Definition ◽  
Equal Weight ◽  
Wagner Model ◽  
Formal Tool ◽  
Epistemic Peers ◽  
Group Deliberation ◽  
Definition Of ◽  
The Impact

ABSTRACTThis paper focuses on the question of how to resolve disagreement and uses the Lehrer-Wagner model as a formal tool for investigating consensual decision-making. The main result consists in a general definition of when agents treat each other as epistemic peers (Kelly 2005; Elga 2007), and a theorem vindicating the “equal weight view” to resolve disagreement among epistemic peers. We apply our findings to an analysis of the impact of social network structures on group deliberation processes, and we demonstrate their stability with the help of numerical simulations.

PERTANGGUNGJAWABAN KERUGIAN NEGARA DALAM PENGELOLAAN KEUANGAN DAERAH

EDUKASI ◽  
2018 ◽  
Vol 16 (1) ◽  
Author(s):  
Hendra Karianga
Keyword(s):  
Financial Management ◽  
Criminal Liability ◽  
The State ◽  
Legal Proceedings ◽  
Regional Finance ◽  
Regional Budget ◽  
State Finance ◽  
Budget Policy ◽  
Definition Of ◽  
The Impact

Sources of revenue and expenditure of APBD (regional budget) can be allocated to finance the compulsory affairs and optional affairs in the form of programs and activities related to the improvement of public services, job creation, poverty alleviation, improvement of environmental quality, and regional economic growth. The implications of these policies is the need for funds to finance the implementation of the functions, that have become regional authority, is also increasing. In practice, regional financial management still poses a complicated issue because the regional head are reluctant to release pro-people regional budget policy, even implication of regional autonomy is likely to give birth to little kings in region causing losses to state finance and most end up in legal proceedings. This paper discusses the loss of state finance and forms of liability for losses to the state finance. The result of the study can be concluded firstly,  there are still many differences in giving meaning and definition of the loss of state finace and no standard definition of state losses, can cause difficulties. The difficulty there is in an effort to determine the amount of the state finance losses. The calculation of state/regions losses that occur today is simply assessing the suitability of the size of the budget and expenditure without considering profits earned by the community and the impact of the use of budget to the community. Secondly, the liability for losses to the state finance is the fulfillment of the consequences for a person to give or to do something in the regional financial management by giving birth to three forms of liability, namely the Criminal liability, Civil liability, and Administrative liability.Keywords: state finance losses, liability, regional finance.

Empowering Women Entrepreneurs Through Microfinance - A Case of Rural Bangladesh

2017 ◽  
Vol 3 (2) ◽  
pp. 7
Author(s):  
Saida Parvin
Keyword(s):  
Women's Empowerment ◽  
Assessment Tools ◽  
Women’S Empowerment ◽  
Case Study Method ◽  
Policy Makers ◽  
Theoretical Contribution ◽  
Donor Agencies ◽  
Definition Of ◽  
The Impact

Women’s empowerment has been at the centre of research focus for many decades. Extant literature examined the process, outcome and various challenges. Some claimed substantial success, while others contradicted with evidence of failure. But the success remains a matter of debate due to lack of empirical evidence of actual empowerment of women around the world. The current study aimed to address this gap by taking a case study method. The study critically evaluates 20 cases carefully sampled to include representatives from the entire country of Bangladesh. The study demonstrates popular beliefs about microfinance often misguide even the borrowers and they start living in a fabricated feeling of empowerment, facing real challenges to achieve true empowerment in their lives. The impact of this finding is twofold; firstly there is a theoretical contribution, where the definition of women’s empowerment is proposed to be revisited considering findings from these cases. And lastly, the policy makers at governmental and non-governmental organisations, and multinational donor agencies need to revise their assessment tools for funding.

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