Exploring Data Mining Applications in Library Management with a Focus on Information Science and Knowledge Management
سال انتشار: 1400
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 649
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شناسه ملی سند علمی:
SMARTCITYC02_041
تاریخ نمایه سازی: 19 آذر 1400
چکیده مقاله:
Data mining is the technological process of extracting knowledge patterns from a massive dataset or a data warehouse. In this process, data mining integratesartificial intelligence, statistical analysis, and database management systems, to extract knowledge from the mass of data stored. A major problem is that although organizations/institutions have access to large volumes of data, they fail to effectively develop the data into knowledge systems. This study explores the most important applications of data mining in the field of library management by focusing on information science and knowledge management. Thestudy identifies thirteen major dimensions that collectively encompass numerous functions of data mining in systematically managing a library.
کلیدواژه ها:
Data Mining ، Knowledge and Information Science ، Data Management Libraries ، Knowledge Discovery ، E-Library
نویسندگان
Sara Khojasteh
Department of Computer Engineering Apadana Institute of Higher Education Shiraz, Iran
Kimia Bazargan
Department of Computer Engineering Apadana Institute of Higher Education Shiraz, Iran
Pirooz Shamsinejad Babaki
Department of Computer Engineering and Information Technology Shiraz University of Technology Shiraz,Iran