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 Data Warehouse Testing: A Step Towards using Business Intelligence in Banking

2019 ◽  
Vol 8 (4) ◽  
pp. 12365-12372
Keyword(s):  
Decision Making ◽  
Data Warehouse ◽  
Business Intelligence ◽  
Business Performance ◽  
Quality Analysis ◽  
Decision Making Process ◽  
Management Problem ◽  
Process Data ◽  
Report Generation ◽  
Business Decision

In the modern era, technology plays a vital role by contributing in the development of business by providing various tools and techniques to enhance the business decision-making process. Data warehouse is an important entity that contributes to the decision-making process, which can be seen in the literature available over the years. Data warehouse provides the basis for quality analysis of available data by deriving accurate information from data. Like many other industries, banking sector is also facing challenges due to various reasons like large over-dues, non-performing assets, changing customer demographics, matching customer expectation levels, increased competition from financial technological companies and banking competitors, etc. Thus data warehouse system serves to be the best solution for the banks to overcome challenges as data warehouse system integrates all the data at one place and provides a consolidated view of the past transactions which can be used for report generation and performing analytical analysis in order to help the management to maximize business performance. In addition to making strategic decisions, data warehouse also assist in helping the banks to improve customer retention, optimize discounting, market segmentation, business performance, customer deposits, etc. Thus, a data warehouse system provides a solution to all data management problem and generate patterns and reports for analytical end users for enhancing decision making processes. In this research paper, we shall be representing a bank model that focuses on the loan department of a bank data warehouse and shall be explaining how business intelligence plays a role in improving the loan analysis for the banks. Loan analysis may include summarizing the classified loans, analyzing loans within and exceeding the threshold limits of Loan-To-Value (LTV) ratio, analysis of loan rejections and other analysis pertaining to loans.

scholarly journals MODELING AS A SCIENTIFIC TOOL FOR SUBSTANTIATION OF MANAGEMENT DECISIONS IN OPERATIONAL ACTIVITIES OF TRANSPORT ENTERPRISES

2021 ◽  
Vol 49 (2) ◽  
pp. 162-172
Author(s):  
Snizhko L ◽  
◽  
Buzun T ◽  
Razvodovska V ◽  
◽  
...  
Keyword(s):  
Decision Making ◽  
System Analysis ◽  
Management Decision ◽  
Decision Making Process ◽  
Management Decisions ◽  
Legal Form ◽  
Operational Decisions ◽  
Operational Activities ◽  
Problem Formalization ◽  
Scientific Tool

On the basis of analysis of existing approaches to the process of decision making, in this article the procedure of taking optimal operational decisions is proposed, which describes in detail all of its aspects and features related to the specifics of the operational activities of transport enterprises. In this procedure the basic steps are those directly related to the modeling: formulation of the problem (formalization of the original problem), construction of the model, its solution, credibility and adequacy check, restoration (or adjustment) of the model. The object of the research is decision-making process in the operational management of transport enterprises. The purpose of the research is to develop a procedure for the process of making optimal operational decisions based on existing approaches to the decision-making process, using modeling as a scientific tool to substantiate them. The research method is methods of system analysis and modeling. It has been discovered that the need to reduce the subjectivity of the process of making important decisions in the operational activities of transport enterprises and increase its scientific validity is especially relevant today, in the face of threats and uncertainty about the external environment of the organization. All methods of rational decision-making are based on models, which, in turn, are scientific tools. Modeling creates a serious informational and methodological basis for structural analysis of decisions needed to improve the management process for operational managers and hence - to increase the level of management in general, because it makes them more systematic, and the tools used during this help them be more rational. The results of the article can be implemented during making complex and important management decisions in the operational activities of both transport enterprises and other business entities of various activities, regardless of the organizational and legal form and ownership. KEY WORDS: MODELING METHOD, MODELING, MODEL, TRANSPORT ENTERPRISE, OPERATIONAL ACTIVITY, OPERATIONS MANAGER, MANAGEMENT DECISION.

scholarly journals Improvement of the Statement of Financial Results as an Information Base for Strategic Decision Making

2021 ◽  
Vol 8 (4) ◽  
pp. 69-79
Author(s):  
T. Yu. Druzhilovskaya ◽  
E. S. Druzhilovskaya
Keyword(s):  
Decision Making ◽  
Financial Statements ◽  
Educational Process ◽  
Strategic Decision ◽  
Educational Institutions ◽  
Strategic Decisions ◽  
Accounting Standard ◽  
State Sector ◽  
Information Base ◽  
Wide Range

The article presents the results of a study of the possibilities to improve approaches to generating a report on financial results as an information base for making strategic decisions. It critically analyses the significance of the changes in this report, stipulated by the draft federal accounting standard for the non-state sector “Financial statements of the organization” (FAS FS), which should come into force from 2021. The authors identify and systematize the main changes planned by the FAS FS draft in report on financial results formation, including not only adjusting certain articles, but also improving the approaches to the presentation of a number of indicators. The importance of each of these changes, their positive and negative significance for the persons making strategic decisions is determined; the main problematic and debatable issues to improve the formation of the report on financial results from the perspective of users of the reporting are identified. An example of the form of the report on financial results is provided, aimed at presenting the reliable and understandable information necessary for decision-making users. The results of the study can be useful to a wide range of readers interested in the problems of forming a report on financial results, and can also be applied in the practical work of the accounting departments of organizations, in the educational process of higher educational institutions and in the creation and improvement of relevant regulatory documents on accounting.

scholarly journals Quality Assurance in Knowledge Data Warehouse

2017 ◽  
Author(s):  
Andysah Putera Utama Siahaan
Keyword(s):  
Decision Making ◽  
Knowledge Discovery ◽  
Data Warehouse ◽  
Noisy Data ◽  
Strategic Decision ◽  
Strategic Decision Making ◽  
Quality Of Information ◽  
External Data ◽  
Existing Data

Knowledge discovery is the process of adding knowledge from a large amount of data. The quality of knowledge generated from the process of knowledge discovery greatly affects the results of the decisions obtained. Existing data must be qualified and tested to ensure knowledge discovery processes can produce knowledge or information that is useful and feasible. It deals with strategic decision-making for an organization. Combining multiple operational databases and external data create the data warehouse. This treatment is very vulnerable to incomplete, inconsistent, and noisy data. Data mining provides a mechanism to clear this deficiency before finally stored in the data warehouse. This research tries to give technique to improve the quality of information in the data warehouse.

scholarly journals PENGEMBANGAN DATA WAREHOUSE CALL CENTER DENGAN METODOLOGI KIMBALL NINE-STEP PADA BINA SARANA INFORMATIKA

2016 ◽  
Vol 2 (2) ◽  
Author(s):  
ADJAT SUDRADJAT
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Data Warehouse ◽  
Call Center ◽  
Educational Institution ◽  
Public Information ◽  
Strategic Information ◽  
Web Based ◽  
Academic Services ◽  
Operational Data

ABSTRACT - As an educational institution, Bina Sarana Informatika of course requires summary of information which is comprehensive and sustainable as a support to management in doing evaluation, planning and decision-making in the field of academic services. But the information system from operational data processing today can’t meet the needs, because it’s only able to produce detailed reports periodically. The research studies the development of a data warehouse for Call Center on The Division of Public Information of Bina Sarana Informatika in order to explore the strategic information contained in the operational database and present them in the form of summary information which is useful as input in improving the quality of academic services. By using a nine steps kimball approach, the research produce a data warehouse which is equipped with a web-based presentation application that can be easily accessed by all stakeholders of Bina Sarana Informatika. The development of data warehouse has been able to extract operational data into strategic information summaries that are useful to Bina Sarana Informatika management as supporting in doing evaluation, planning and decision-making in the field of academic services. Keywords : Nine Steps Kimball, Call Center, Data Warehouse, Decision Support. ABSTRAKSI - Sebagai sebuah institusi pendidikan, Bina Sarana Informatika tentu membutuhkan ringkasan informasi yang komprehensif dan berkesinambungan sebagai penunjang bagi manajemen dalam melakukan evaluasi, perencanaan dan pengambilan keputusan di bidang pelayanan akademik. Namun sistem informasi yang berasal dari pengolahan data operasional saat ini tidak dapat memenuhi kebutuhan tersebut, karena hanya mampu menghasilkan laporan–laporan yang bersifat detail dan periodik. Penelitian ini mengkaji pengembangan data warehouse Call Center pada Divisi Informasi Publik Bina Sarana Informatika untuk menggali informasi strategis yang terdapat pada database operasional dan menyajikannya dalam bentuk ringkasan informasi yang berguna sebagai masukan dalam usaha peningkatan kualitas pelayanan akademik. Dengan menggunakan metodologi kimball nine-step, penelitian menghasilkan sebuah data warehouse dilengkapi dengan aplikasi presentasi berbasis web yang dapat diakses dengan mudah oleh seluruh stakeholder Bina Sarana Informatika. Pengembangan data warehouse telah mampu mengekstrak data operasional menjadi ringkasan informasi strategis yang berguna bagi manajemen Bina Sarana Informatika sebagai penunjang dalam melakukan evaluasi, perencanaan dan pengambilan keputusan di bidang pelayanan akademik. Kata Kunci : Nine Steps Kimball, Call Center, Data Warehouse, Decision Support.

Analysis and Intuition in Strategic Decision Making

2011 ◽  
pp. 1531-1542
Author(s):  
Zita Zoltay Paprika
Keyword(s):  
Decision Making ◽  
Decision Makers ◽  
Strategic Decision ◽  
Strategic Decision Making ◽  
Decision Making Process ◽  
Strategic Decisions ◽  
Managerial Skills ◽  
Research Scholarship ◽  
Empirical Tests

Many management scholars believe that the process used to make strategic decisions affects the quality of those decisions. However, several authors have observed a lack of research on the strategic decision-making process. Empirical tests of factors that have been hypothesized to affect the way strategic decisions are made are notably absent (Fredrickson, 1985). This article reports the results of a study that attempts to assess the effects of decision-making circumstances, focusing mainly on the approaches applied and the managerial skills and capabilities the decision makers built on during concrete strategic decisionmaking procedures. The study was conducted in California between September 2005 and June 2006 and it was sponsored by a Fulbright research scholarship grant.

Core Methodologies in Data Warehouse Design and Development

2013 ◽  
Vol 1 (1) ◽  
pp. 57-66
Author(s):  
James Yao ◽  
John Wang ◽  
Qiyang Chen ◽  
Ruben Xing
Keyword(s):  
Data Warehouse ◽  
System Development ◽  
Hybrid Approach ◽  
Heterogeneous Data ◽  
Data Driven ◽  
Decision Making Process ◽  
Process Data ◽  
Design And Development ◽  
Heterogeneous Data Sources ◽  
Warehouse Design

Data warehouse is a system which can integrate heterogeneous data sources to support the decision making process. Data warehouse design is a lengthy, time-consuming, and costly process. There has been a high failure in data warehouse development projects. Thus how to design and develop a data warehouse have become important issues for information systems designers and developers. This paper reviews and discusses some of the core data warehouse design and development methodologies in information system development. The paper presents in particular the most recent and much heated hybrid approach which is a combination of data-driven and requirement-driven approaches.

scholarly journals Analysis and Design of Data Warehouse on Academic STMIK STIKOM Bali

2017 ◽  
Vol 2 (1) ◽  
pp. 35
Author(s):  
Komang Budiarta ◽  
Putu Agung Ananta Wijaya ◽  
Cokorde Gede Indra Partha
Keyword(s):  
Decision Making ◽  
Data Warehouse ◽  
Evaluation Process ◽  
Process Data ◽  
Study Program ◽  
Analysis And Design ◽  
Self Evaluation ◽  
Data Source ◽  
System Information

College accreditation by BAN-PT is one of the parameters in determining the quality of universities in Indonesia. As consideration to achieve the standard from BAN-PT, so they have an evaluation process itself in study program or college to be meet the standard universities when set by the BAN-PT. In carrying out the process of self evaluation, required data source that is used as the basis in assessing on a criteria. In most of the study program, all data spread on the system information and physical document that different, that is require more time and effort to integrate up to interpret. Data warehouse fight important in collecting data that spread and become an information. The process data warehouse with ETL used to integrate, extract, clean, transforming and reload into the data warehouse. With the existence of the data warehouse on Academic STIMIK STIKOM Bali can make it easier for executives to get the information to support the standard accreditation standart three and can be used as a reference in decision making.

Group Decision And Negotiation In Strategic-Decision-Making

2011 ◽  
pp. 322-351
Author(s):  
Tamio Shimizu ◽  
Marley Monteiro de Carvalho ◽  
Fernando Jose Barbin
Keyword(s):  
Decision Making ◽  
Point Of View ◽  
Strategic Decision ◽  
Rational Approach ◽  
Strategic Decision Making ◽  
Decision Making Process ◽  
Great Effort ◽  
Logical Operators ◽  
Cognitive Limitations ◽  
Decision Alternatives

In the previous chapters, decisions models have been modeled based on the economic point of view of the problem expressed mainly through quantitative values and, in some cases by qualitative representation. The economic perspective draws unique coherence from economic assumptions of rational behavior and it draws predictive power from strongly valid rules of influence that employ mathematical or logical operators. Because the decision must be expressed in a way that is compatible with the rules of inference, great simplicity, and structure are required. In strategic decision making problems great effort has been directed toward relaxing the mathematical constraints, while retaining the economic — logic inference. Another important aspect to be considered is that in both theoretical and practical decision-making models, fixed numbers of decision alternatives or prefixed value of parameters have been considered. The major inputs to the analysis of an econometric model of decision-making process are subjective probabilities, utility values, and decision tree structures. Individuals may differ in their subjective value of probabilities, their utilities of outcomes or in their perceptions of the subsequent actions available. Strategic decision problems involve not only one person’s opinion but involve a group of individuals belonging to different classes and levels of interests inside and outside the organization. No longer is the problem concerned with the selection of the preferred alternative of one person. The analysis must be extended for a group of decision-makers, each one exhibiting a certain preference structure, perceiving different consequences, and corresponding to a diverse set of interest and responsibility. In some cases, depending on the number of persons involved as well as on the nature of the decision problem (for instance, promoting or hiring persons or, electing the president) it will be necessary to adopt a voting system. How can different groups of individual affect a decision-making process? In this chapter, we consider some behavioral aspects of individuals and group of individuals that may affect a decision-making process. Behavioral perspectives of competitive decision-making are neither as well articulated nor as complete as those of economic view. In behavioral views cognitive limitations and the use of mental effort are emphasized. In contrast to the rational approach of the economic frame, the behavioral views acknowledge that players may adopt different kind of rationality.

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