Application of Data Mining Technology in Digital Library

نویسنده

  • Mei Zhang
چکیده

With the rapid development of computer technology and network technology, it ushers in a new Internet era characterized by information and knowledge. There is an urgent need for a new generation of technologies and methods to help exploit the treasures of information, and to be refined, so as to become useful knowledge. Data mining is the core part of knowledge discovery. Its techniques and methods have great application space and value in the digital library. Data mining technology can help people to develop vast amounts of information in depth, extract the inherent link of the heterogeneous information to promote the digital library. This paper describes technologies relating with data mining, introduces the process of data mining, illustrates the main features, explores applications of three aspects in the digital library, indicates application meaning, analyzes the key problems of implementation in digital libraries, and finally take a study case on analysis of low utilization readers in Linyi university library by decision tree algorithm.

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

ثبت نام

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

An Interlibrary Cooperation Framework for Digital Libraries Using P2p Technology

InterLibrary Cooperation is an important activity of libraries. However, the emerging digital library architecture has not explicitly supported this requirement. In this paper, we propose an InterLibrary Cooperation Framework for digital libraries using P2P technology. An application of this framework to Faculty Publication Sharing System is presented. Besides, a reputation model based on data ...

متن کامل

بررسی کاربرد فناوری معنایی برای سازماندهی اطلاعات در نرم‌افزارهای کتابخانه دیجیتالی

The present study was an attempt to investigate the use of semantic technologies to organize information in digital library software systems. The present study was a practical one which employed a descriptive survey method. The study sample consisted of three digital library software systems entitled Pars Azarakhsh, Parvan Pajoh, and Payam Mashregh. Data were collected through a checklist incl...

متن کامل

A field investigation of application of digital terrestrial photogrammetry to characterize geometric properties of discontinuities in open-pit slopes

In order to analyze the slope stability in open-pit mines, the structural parameters of rock mass such as persistence and spatial orientation of discontinuities are characterized through field surveys, which involve spending high costs and times as well as posing high risks of rock toppling and rock fall. In the present work, a new application of terrestrial digital photogrammetry is introduced...

متن کامل

Applying Web Usage Mining to an Educational Digital Library Service

This case study in educational data mining (EDM) describes the motivation, methods, results, and best practices used while studying the usage data from users of a web-based tool, the Instructional Architect (IA.usu.edu). Our focus is twofold: (a) to highlight lessons learned for those new to data mining and (b) to introduce the analysis techniques of latent class modeling as an analysis tool. T...

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

عنوان ژورنال:
  • JCP

دوره 6  شماره 

صفحات  -

تاریخ انتشار 2011