Data mining applications in university information management system development

نویسندگان

چکیده

Abstract Nowadays, the modern management is promoted to resolve issue of unreliable information transmission and provide work efficiency. The basic aim be more effective in role school train talents serve society. This article focuses on application data mining (DM) development system (IMS) universities colleges. DM provides powerful approaches for a variety educational areas. Due large amount student that can used design valuable patterns relevant learning behavior, research field education continuously expanding. Educational by institutions assess performance, assisting institution recognizing student’s accomplishments. In DM, classification well-known technique has been regularly determine achievement. this study, process association rules introduced IMS results show curriculum covers whole minimum transaction support count 2, min conf = 70%. also suggested students who choose one course tend other course. theory university will greatly upsurge analysis capability administrators improve level.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Systematic Review of Data Mining Applications in Digital Libraries

Purpose: Study aimed to identify the applications of data mining in the provision of services, collection and management of digital libraries. Methodology: This is an applied study in terms of purpose and in terms of method is qualitative research that have been done by systematic review method. For this purpose, articles have been obtained by searching databases of Springer, Emerald, ProQuest,...

متن کامل

Curriculum Management Information System

Curriculum Management Information System

متن کامل

Evaluation of health information requirement in management information System

Introduction: Considering the importance of information, providing the management with a reliable information system, can facilitate decision making regarding planning, organizing and controlling. This study aimed to analyze and evaluate information needs of managers at vice - chancellorship for treatment in Iranian medical science universities. Methods: This cross-sectional study was car...

متن کامل

Data Mining in Hospital Information System

Data mining aims at discovering novel, interesting and useful knowledge from databases. Conventionally, the data is analyzed manually. Many hidden and potentially useful relationships may not be recognized by the analyst. Nowadays, many organizations including modern hospitals are capable of generating and collecting a huge amount of data. This explosive growth of data requires an automated way...

متن کامل

Grid resource management for data mining applications

Emerging data mining applications in science, engineering and other sectors increasingly exploit large and distributed data sources as well as computationally intensive algorithms. Adapting such applications to grid computing environments has implications for grid resource brokering. A grid resource broker supporting such applications needs to provide effective and efficient job scheduling, exe...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of intelligent systems

سال: 2022

ISSN: ['2191-026X', '0334-1860']

DOI: https://doi.org/10.1515/jisys-2022-0006