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Analysis and Design of Data Warehouse on Academic STMIK STIKOM Bali

Komang Budiarta, Putu Agung Ananta Wijaya, Cokorde Gede Indra Partha
2017 International journal of engineering and emerging technology  
Data warehouse fight important in collecting data that spread and become an information.  ...  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.  ...  Results Data Warehouse, data warehouse results in the form of a system that can provide information based on data that has been processed. B.  ... 
doi:10.24843/ijeet.2017.v02.i01.p08 fatcat:u44lt5ztzjbmloj6htgwqahij4

A Conceptual Model of Admission System and Performance Evaluation for a University

Amardeep Kaur, Sucharu Hasija
2015 International Journal of Computer Applications  
There is need of effective data mining to find dependent constraints and trend, as it is suited as one of the best for analysis in education system.  ...  The study presented a way to find the trend in the education system for the courses with assessing admission capacity alongside with management and evaluation of different affecting factors on the student's  ...  , [5] used Artificial intelligence, [4] uses a mathematical model and [16] used artificial neural network based on Indian Education system, to evaluate student performance [17] used a decision  ... 
doi:10.5120/ijca2015905896 fatcat:cu3nuilh3jdkdh4rokzrj5gieq

The Impact of Adopting Web 2.0-Based E-Book on Student Learning Skills

Hatim Ibrahim, Abdullah Alqahtani
2018 Eurasia Journal of Mathematics, Science and Technology Education  
The results also indicated that the e-book based on Web 2.0 applications effectively achieved more than (1.2%) gain ratio.  ...  The sample consisted of (60) students divided into two groups: the control group (25) and the experimental group (25), and (10) students for pilot study.  ...  of e-book based on Web 2.0 on developing the performative skills of utilizing data warehouse in post measurement.  ... 
doi:10.29333/ejmste/90085 fatcat:odtnoavjmjgjlayhgpguzjdpgq

Quality Assurance for Performing Arts Education: A Multi-Dimensional Analysis Approach

Qingyun Li, Zihao (Michael) Li, Jie Han, Huimin Ma
2022 Applied Sciences  
It analyzes the course evaluation data of all courses (669 courses and 2664 responses) in the academic year 2018/2019 to make evidence-based recommendations.  ...  This demands a novel and efficient way for policymakers and senior management to see and gain insights from a large volume of data (e.g., student course and teacher evaluation).  ...  To achieve the multi-dimensional model in Figure 3 , a data warehouse, also known as an enterprise data warehouse, a system for reporting and data analysis, is used as a core component of business intelligence  ... 
doi:10.3390/app12104813 fatcat:gi7ukeqtqzhprasprlptdolqry

Conformance Analysis of Student Activities to Evaluate Implementation of Outcome-Based Education in Early of Pandemic using Process Mining

Rachmadita Andreswari, Rokhman Fauzi, Larasati Valensia, Sabila Chanifah, D. Roy, G. Fragulis
2022 SHS Web of Conferences  
Educational process mining is a field in educational data mining that is concerned with finding, analyzing, and improving the overall educational process based on information hidden in educational data  ...  In one semester in the information technology-based study program, the subjects taken are data from programming and non-programming courses in the 5th semester of the information systems department, namely  ...  Introduction Educational process mining is one of the fields in educational data mining that is concerned with finding, analyzing, and improving the overall educational process based on information hidden  ... 
doi:10.1051/shsconf/202213903018 fatcat:gn3p5rmnzrakteznpfehiwiway

K-12 Students' Academic Status: A Data Warehouse Architecture Framework

2019 International journal of recent technology and engineering  
With this in mind, the researcher came across with designing data warehouse and data mining architecture in the analysis of drop-out, retention, and migration patterns of students.  ...  The K-12 Basic Education Program in the Philippine is now on its full swing status.  ...  K-12 Students' Academic Status data warehouse architecture academic status could help in the transformation of an operational database into an informational warehouse.  ... 
doi:10.35940/ijrte.b1337.0982s1119 fatcat:y7fqo4p3ynh7ziv6qqnbcauj7u

Use of Data Warehouse and Data Mining for Academic Data : A Case Study at a National University

Primasatria Edastama, Amitkumar Dudhat, Giandari Maulani
2021 International Journal of Cyber and IT Service Management  
If an organisation has full, rapid, exact, and accurate information, it may perform better in terms of evaluation, planning, and decision-making.  ...  The essential information can be derived from operational data maintained in an integrated database by a university that already has an information system.  ...  Tabel hasilstudy_fact This table contains information on students' academic records, such as the semester achievement index (IPS), cumulative achievement index (GPA), semester credit system (SKS) courses  ... 
doi:10.34306/ijcitsm.v1i2.55 fatcat:xwpinhhygjc5patrr2dvq7crv4

Organizing Decision-Making Support System Based Multi-Dimensional Analysis of the Educational Process Data

N. Beridze, G. Janelidze
2020 Journal of ICT Design Engineering and Technological Science  
Based on the analysis of the received data from the monitoring of teaching and study, the data warehouse and Online Analytical Processing (OLAP) technology are used for it.  ...  The education sector's decision-making process faces strict requirements to quickly process a great volume of information and data.  ...  The solution to the problem caused the support of the data warehouse and integrated information system which includes updated and reliable information about educational programs, educational plans, teachers  ... 
doi:10.33150/jitdets-4.1.1 fatcat:fhbkozq2gjgfpdaljtaexp2fpa

A Data Driven Educational Decision Support System

Yaqiong Zhu
2018 International Journal of Emerging Technologies in Learning (iJET)  
At the same time, the two sessions of education data is collected and tested in practice.  ...  To make use of the latest Internet technology to provide innovative support for teacher education, a comprehensive study is made on DDEDSS (data driven education decision support system) and DDEDSS software  ...  The data is established based on the theme of "students", including the students' basic information, academic achievements, courses, educational institutions, awards and other data [1] .  ... 
doi:10.3991/ijet.v13i11.9582 fatcat:gcxizq7eundcjamjy224b2ktry

Management Report for Marketing in Higher Education Based On Data Warehouse and Data Mining

Rudy, Eka Miranda
2015 International Journal of Multimedia and Ubiquitous Engineering  
The research method began with the collection of data and information, analyzes the current condition in marketing area, design the data warehouse model and mining the data.  ...  The obtained results were the data warehouse model and evaluation model using data mining technique to support the management in marketing decision-making process.  ...  There are many steps which can be used to ensure the development of data warehouse and data mining for higher education institutions in marketing area.  ... 
doi:10.14257/ijmue.2015.10.4.28 fatcat:h3axflodareqbcprvhvwmmojgi

A Decision Support System for Effective Academic Analysis by Using the Concept of Data Mining

2020 International Journal of Emerging Trends in Engineering Research  
For effective decision making, this system can be used to manage appropriate academic analytics & databases to collect, synthesize, and evaluate educational data.  ...  In India, higher education institutions experience the need for effective analysis and decision support tools to assist in all academic processes.  ...  A typical educational system with data mining [1] [13] [15] support requires following major components:  The RDBMS, data warehouse and Server system which consists of the set of databases, data warehouses  ... 
doi:10.30534/ijeter/2020/263892020 fatcat:5h2auumhufbepl2j7piwkxt5la

Open Source Dashboard Technology and IEDSS for Higher Education Institutions

Hemant Sharma
2017 International Journal Of Engineering And Computer Science  
Finally, an IEDSS system for higher education planning is introduced to illustrate and evaluate the use of dashboard technologies as intelligent decision-making tools.  ...  "An IEDSS is an intelligent information system that reduces the time in which decisions are made in an environmental domain and improves the consistency and quality of those decisions [Haagsma & Johanns  ...  This research contributes to getting an overview of intelligent decision support systems (IEDSS), and also the conceptual model in designing a higher education IEDSS to design the data warehouse model  ... 
doi:10.18535/ijecs/v6i6.01 fatcat:bac7rxm5xjd2jemofzehd4zuhm

University Accreditation using Data Warehouse [article]

Anita Sindar Sinaga
2021 figshare.com  
The data warehouse is built using nine steps that was introduced by Kimball. This method is applied to produce a data warehouse based on the accreditation assessment focusing in academic part.  ...  The accreditation aims assuring the quality the quality of the institution education.  ...  The data mining and data warehouse model can help the low achiever students, evaluate the course or module suitability, and tailor the interventions to increase student academic performance in schools  ... 
doi:10.6084/m9.figshare.14191889.v1 fatcat:atdwaw5jrng6fnj3fge74rx7zi

Sustainable Development of College and University Education by use of Data Mining Methods

Liwen Wang, Soo-Jin Chung
2021 International Journal of Emerging Technologies in Learning (iJET)  
First, the Apriori algorithm of association rules is used to mine the potential related patterns in the score data of college students and establish a reasonable teaching method.  ...  To improve the education efficiency of the students, the student-centered education plan is explored.  ...  Data mining technology has been applied to the field of education, such as teaching information management, teachers' teaching evaluation, analysis of students' psychological characteristics, formulation  ... 
doi:10.3991/ijet.v16i05.20303 fatcat:6bqqbuabi5dm5c4rxcv3kvuffi

Discovering vital patterns from UST students data by applying data mining techniques

Asma A Al-shargabi, Ali N Nusari
2010 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE)  
In addition, practical evaluation using SQL queries have been applied to test the accuracy of produced model (rules). student drop out, student academic achievements, and fees payment.  ...  It aims at discovering patterns within historical students' academic and financial data at UST (University of Science and Technology) from the year 1993 to 2005 in order to contribute improving academic  ...  Some of these measures and characteristics can be used in evaluating the implemented data mining system in a higher educational system.  ... 
doi:10.1109/iccae.2010.5451653 fatcat:elyehunuhndmxdg7kcdmgi5qdu
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