New Developments in Data Mining: a Review of the Key Data Mining Technologies and Applications for the 21 Century
نویسنده
چکیده
This paper discusses a number of technologies, approaches, and research areas which have been identified as having critical and future promise in the field of data mining. Among the areas which are being developed, investigated, and applications identified for include hypertext and hypermedia data mining, ubiquitous data mining (UDM), phenomenal data mining, distributed and collective data mining, time series, constraint-based, spatial/geographic, and related methods.
منابع مشابه
Analysis of Pre-processing and Post-processing Methods and Using Data Mining to Diagnose Heart Diseases
Today, a great deal of data is generated in the medical field. Acquiring useful knowledge from this raw data requires data processing and detection of meaningful patterns and this objective can be achieved through data mining. Using data mining to diagnose and prognose heart diseases has become one of the areas of interest for researchers in recent years. In this study, the literature on the ap...
متن کاملDATA MINING TRENDS AND DEVELOPMENTS : The Key Data Mining Technologies and Applications for the 21 Century
This paper discusses a number of technologies, approaches, and research areas which have been identified as having critical and future promise in the field of data mining. There is currently an explosion in the amount of data which we now produce and have access to, and mining from these sources can uncover important information. The extensive use of handheld, wireless, and other ubiquitous dev...
متن کاملA state-of-the-art review of mechanical rock excavation technologies
The first step in mining activities is rock excavation in both mine development and production. Constant pressure for cost reduction and creating an improved/safe work environment for personnel has naturally resulted in increased use of mechanical excavation systems in many mining operations. Also, mechanical excavation and mining is more compatible with automation, meaning possibility of reduc...
متن کاملAutomatic Discovery of Technology Networks for Industrial-Scale R&D IT Projects via Data Mining
Industrial-Scale R&D IT Projects depend on many sub-technologies which need to be understood and have their risks analysed before the project can begin for their success. When planning such an industrial-scale project, the list of technologies and the associations of these technologies with each other is often complex and form a network. Discovery of this network of technologies is time consumi...
متن کاملA 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