scholarly journals Intelligent Association Classification Technique for Phishing Website Detection

2020 ◽  
Vol 17 (4) ◽  
pp. 488-496
Author(s):  
Mustafa Al-Fayoumi ◽  
Jaber Alwidian ◽  
Mohammad Abusaif
Keyword(s):  
Decision Making ◽  
Decision Making Process ◽  
Process Data ◽  
Confidence Measure ◽  
Classification Technique ◽  
Visualization Process ◽  
Accuracy Level ◽  
New Association ◽  
Automated Tools ◽  
Automated Tool

Many critical applications need more accuracy and speed in the decision making process. Data mining scholars developed set of artificial automated tools to enhance the entire decisions based on type of application. Phishing is one of the most critical application needs for high accuracy and speed in decision making when a malicious webpage impersonates as legitimate webpage to acquire secret information from the user. In this paper, we proposed a new Association Classification (AC) algorithm as an artificial automated tool to increase the accuracy level of the classification process that aims to discover any malicious webpage. An Intelligent Association Classification (IAC) algorithm developed in this article by employing the Harmonic Mean measure instead of the support and confidence measure to solve the estimation problem in these measures and discovering hidden pattern not generated by the existing AC algorithms. Our algorithm compared with four well-known AC algorithm in terms of accuracy, F1, Precision, Recall and execution time. The experiments and the visualization process show that the IAC algorithm outperformed the others in all cases and emphasize on the importance of the general and specific rules in the classification process

scholarly journals Perancangan Data Warehouse Untuk Informasi Strategi Studi Kasus Penerimaan Siswa Baru STIE Binaniaga Bogor

2020 ◽  
Vol 6 (1) ◽  
pp. 111-120
Author(s):  
Rahmat Tri Yunandar ◽  
Amir Amir ◽  
Khairul Rizal
Keyword(s):  
Decision Making ◽  
Data Warehouse ◽  
Strategic Decision ◽  
Educational Institutions ◽  
Decision Making Process ◽  
Process Data ◽  
Strategic Information ◽  
Business Context ◽  
Final Goal ◽  
Operational Activities

As an Educational institutions need to have more knowledge, in evaluating, designing and making decisions. Where from such knowledge can be obtained from the data stored in the operational activities of educational institutions databases into the data warehose, so it can be used as a support in the decision making process. Data Warehouse has a major role in the provision of strategic information that can be used to meet the needs of management in a business context. This study examines the development of the data warehouse to the data of new admissions to the STIE Binaniaga Bogor, which can dig up important information that can help retrieval strategic decision to support promotional activities at the STIE Binaniaga Bogor. The final goal of this study was to produce a design of a data warehouse that can support the needs of management in making decisions by providing strategic information on new admissions, which produces a summary of information that is accurate and useful as input to determine strategies for promotion.

scholarly journals Vibration Edge Computing in Maritime IoT

2022 ◽  
Vol 3 (1) ◽  
pp. 1-18
Author(s):  
Anna Lito Michala ◽  
Ioannis Vourganas ◽  
Andrea Coraddu
Keyword(s):  
Decision Making ◽  
Edge Computing ◽  
Decision Making Process ◽  
Process Data ◽  
Content Type ◽  
Time Dynamic ◽  
Data Volume ◽  
Promising Solution ◽  
The Cost ◽  
The Impact

IoT and the Cloud are among the most disruptive changes in the way we use data today. These changes have not significantly influenced practices in condition monitoring for shipping. This is partly due to the cost of continuous data transmission. Several vessels are already equipped with a network of sensors. However, continuous monitoring is often not utilised and onshore visibility is obscured. Edge computing is a promising solution but there is a challenge sustaining the required accuracy for predictive maintenance. We investigate the use of IoT systems and Edge computing, evaluating the impact of the proposed solution on the decision making process. Data from a sensor and the NASA-IMS open repository were used to show the effectiveness of the proposed system and to evaluate it in a realistic maritime application. The results demonstrate our real-time dynamic intelligent reduction of transmitted data volume by without sacrificing specificity or sensitivity in decision making. The output of the Decision Support System fully corresponds to the monitored system's actual operating condition and the output when the raw data are used instead. The results demonstrate that the proposed more efficient approach is just as effective for the decision making process.

Improving the Decision-Making Process in a Hospital Environment With New Interactive Visualization Methods

2021 ◽  
pp. 1001-1014
Author(s):  
Cristiana Neto ◽  
Diana Ferreira ◽  
António Abelha
Keyword(s):  
Decision Making ◽  
Medical Errors ◽  
Interactive Visualization ◽  
Hospital Environment ◽  
Diagnostic Process ◽  
Decision Making Process ◽  
Test Results ◽  
Adequate Treatment ◽  
Efficient Access ◽  
Visualization Process

A large number of medical errors occurring in hospitals happen in the diagnostic process, such as the use of outmoded tests and the failure to perform on test results, leading to delays in the diagnosis. Thus, fast and efficient access to the patients' exams and test results is essential to provide them adequate treatment. This need demands solving problems that exist during this process of consulting the results in order to reduce clinical risk. Therefore, an analysis of the problems in the visualization process of the exams in Centro Hospitalar do Porto was carried out, leading to the development of a new platform - AIDA-MCDT, whose main objective was to fill the gaps verified, making the access to exams' results more efficient and intuitive. This platform has significantly improved the system's usability, including several features designed to help healthcare professionals make decisions more quickly and securely.

scholarly journals ANALISIS EFISIENSI PENGELOLAAN TEMPAT TIDUR RUMAH SAKIT BERDASARKAN GRAFIK BARBER JOHNSON DI RS PKU MUHAMMADIYAH YOGYAKARTA TAHUN 2015

2019 ◽  
Vol 5 (3) ◽  
pp. 231-238
Author(s):  
Maya Nanda Dewi ◽  
Adesti Ratna Pratiwi
Keyword(s):  
Decision Making ◽  
Information Source ◽  
Utilization Efficiency ◽  
Measurement Tool ◽  
Decision Making Process ◽  
Process Data ◽  
Cross Sectional ◽  
Bed Management ◽  
Hospital Statistic ◽  
Computerized System

Background: Hospital Statistic can be applied as a measurement tool of service quality by the hospital and as a concern for decision-making. Barber Johnson Graphic (BJG) can be used as an information source in decision-making process. Barber Johnson indicators are BOR, LOS, TOI, BTO to measure beds utilization efficiency. RS PKU Muhammadiyah Yogyakarta has employed computerized Barber Johnson Graphic, however, in 2015 the graphics did not indicate efficiency. Objective: To analyze the efficiency of beds management based on BJG in RS PKU Muhammadiyah Yogyakarta in 2015. Methods: This study was descriptive qualitative with cross sectional approach. Result: RS PKU Muhammadiyah Yogyakarta has been using computerized system to collect and process data of daily inpatient census, and to present hospital indicators with BJG. Based on BJG comparison between wards, it showed that Arafah ward presented efficient area with the value of hospital indicators were BOR= 76.14%, LOS= 5.02, TOI= 1,57, and BTO= 55,38. Whereas the least efficient area is showed by IMC ward with the value of hospital indicators were BOR= 46.81%, LOS= 14.59, TOI=16.57, and BTO= 11,71. Conclusion: Beds management in RS PKU Muhammadiyah Yogyakarta has employed computerized system. BJG showed that Arafah ward was the most efficient ward in bed management, and IMC is the least efficient in bed management. Keywords: Efficiency, Beds Management, Barber Johnson Graphic.

scholarly journals The analysis of process flow automation during manufacture of ship structures.

2020 ◽  
pp. 61-68
Author(s):  
Е.Г. Лебедева ◽  
А.А. Сомпольцева
Keyword(s):  
Decision Making ◽  
Information Model ◽  
Flow Diagram ◽  
Decision Making Process ◽  
Process Data ◽  
Ship Structures ◽  
Process Flow ◽  
Flow Parameters ◽  
Hull Structure ◽  
Process Operations

В работе обосновывается положение о том, что ход принятия решений при разработке технологических процессов изготовления судовых конструкций может быть автоматизирован за счет использования информационной модели судовой конструкции. Для создания автоматизированного подхода процесса принятия решений при разработке технологических процессов проведен анализ процесса принятия решений, разработан единый алгоритм процесса и построена принципиальная схема разработки технологического процесса изготовления корпусной конструкции. Проанализирована взаимосвязь различных факторов, таких как: цели разработки данного техпроцесса, параметры техпроцесса, варианты технологического решения и виды технологических операций. Проведен пример выбора технологического процесса в конкретном случае при резке корпусных деталей различными способами и определен способ, соответствующий поставленным целям. В статье предложена концепция информационной модели судовой корпусной конструкции, которая предполагает применение 3D модели конструкции и набор баз данных, включающих стандартный набор элементов корпуса судна, технологические данные, нормативно-техническую и справочную документацию, технологические операции. The paper substantiates the statement that decision-making process during development of process flow for manufacture of ship structures can be automated using an information model of a ship structure. In order to create an automated approach to the decision-making process during development of process flow, an analysis of the decision-making process has been carried out, a unified process algorithm has been developed and a flow diagram for development of a process flow for manufacturing a hull structure has been built. The interrelation of various factors has been analyzed, such as: goals for development of the given process flow, parameters of the process flow, options for the process solution and types of process operations. An example has been given of selecting a process flow in a specific case when cutting hull parts using various ways, and a method has been determined that corresponds to the goals set. The article proposes the concept of an information model of a ship's hull structure, which involves the use of a 3D model of the structure and a set of databases, including a standard framing of hull stiffening members, process data, regulatory and reference documentation, process operations.

scholarly journals Konsep Dasar Sistem Informasi Manajemen Serta Implementasinya Dalam Bidang Pendidikan

2019 ◽  
Author(s):  
Sukma Ap
Keyword(s):  
Decision Making ◽  
Information System ◽  
Processing System ◽  
Decision Making Process ◽  
Management Information ◽  
Input Process ◽  
Data Processing System ◽  
Process Data ◽  
Control Information ◽  
And Control

The system is an input, process and also output that is used as a control. Information system is a data processing system that is used to provide information to process data in order to provide concrete information to management. Information is a processed data that is useful in order to assist a management in the planning, operational and control fields. Management Information System is a series of joint steps that collect and create relevant, organized and concrete data that can support the decision making process in an organization. MIS is a group of processes where data is obtained, assessed, and presented for the purpose of decision making in an organization. This MIS is a tool for the purpose of monitoring and directing the company's operations.

Bicameral Negotiations: The Navette System in France

1995 ◽  
Vol 25 (1) ◽  
pp. 101-129 ◽  
Author(s):  
George Tsebelis ◽  
Jeannette Money
Keyword(s):  
Decision Making ◽  
Incomplete Information ◽  
Complete Information ◽  
Veto Power ◽  
The Political ◽  
Decision Making Process ◽  
Process Data ◽  
Fifth Republic ◽  
Political Implications ◽  
Number Of Iterations

This article investigates the decision-making process in the French bicameral legislature: the navette system. In this system, the legislation shuttles between the two houses until agreement is reached or until a stopping rule is applied. We examine the interaction between upper and lower houses as a bargaining game with complete and one-sided incomplete information.The complete information model permits us to evaluate the political implications of the navette's various institutional features (where the bill is first introduced, number of iterations, final veto power, etc.). The incomplete information approach permits us to predict the duration of the navette process. Data from the French Fifth Republic in the 1959–86 period corroborate the conclusions of the model. Because the navette system is the most commonly used method of decision making in bicameral legislatures, the model can be usefully generalized to other countries.

Improving the Decision-Making Process in a Hospital Environment With New Interactive Visualization Methods

2020 ◽  
Vol 9 (1) ◽  
pp. 13-24
Author(s):  
Cristiana Neto ◽  
Diana Ferreira ◽  
António Abelha
Keyword(s):  
Decision Making ◽  
Medical Errors ◽  
Healthcare Professionals ◽  
Hospital Environment ◽  
Diagnostic Process ◽  
Decision Making Process ◽  
Test Results ◽  
Adequate Treatment ◽  
Efficient Access ◽  
Visualization Process

A large number of medical errors occurring in hospitals happen in the diagnostic process, such as the use of outmoded tests and the failure to perform on test results, leading to delays in the diagnosis. Thus, fast and efficient access to the patients' exams and test results is essential to provide them adequate treatment. This need demands solving problems that exist during this process of consulting the results in order to reduce clinical risk. Therefore, an analysis of the problems in the visualization process of the exams in Centro Hospitalar do Porto was carried out, leading to the development of a new platform - AIDA-MCDT, whose main objective was to fill the gaps verified, making the access to exams' results more efficient and intuitive. This platform has significantly improved the system's usability, including several features designed to help healthcare professionals make decisions more quickly and securely.

scholarly journals Ethical Decision Making Process of Albanian Accountants: the Impact of Organizational Factors

2015 ◽  
Vol 2 (1) ◽  
pp. 33
Author(s):  
Loreta Bebi ◽  
Brunilda Llaftiu
Keyword(s):  
Decision Making ◽  
Ethical Decision ◽  
Ethical Decision Making ◽  
Organizational Factors ◽  
Developed Countries ◽  
Decision Making Process ◽  
Process Data ◽  
Organizational Variables ◽  
Management Accountants ◽  
The Impact

Taking into consideration the fact that nowadays ethics regarding the accounting profession constitutes one of the most discussed issues all over the world this paper aims to study the impact of organizational variables in the ethical decision-making process of Albanian accountants. Based on the previous researches made mainly in developed countries and as in Albania researches regarding this discipline are extremely rare in this study four organizational variables will be considered:Code of Ethics, industry type, organization size and ethical climate.A sample of about one hundred management accountants who work in Albanian organizations was chosed and they were asked to fill a questionarie regarding these variables and their impact in the ethical decision-making process. Data were entered and processed in SPSS and concluded that these factors have no significant in the ethical decision-making process of the accountants. This study represents a simple contribution for our country as we have an emerging economy for which understanding the factors that influence the ethical decision-making process is crucial.

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