The future of data mining / Cem Ufuk Baytar, PhD, editor.
| Other author | Lai, Wing-Fu. |
| Format | Electronic |
| Publication Info | New York : Nova Science Publishers, [2022] |
| Description | viii, 142 pages : illustrations ; 23 cm. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Series | Research methodology and data analysis |
| Contents | Data analytics applied to the human resources industry / C. Ufuk Baytar -- Toxicogenomics data mining as a promising priortization tool in toxicity testing / Dajijela Đukić-Ćosić et al. -- Applications of data mining algorithms for customer recommendations in retail marketing / Elif Delice et al. -- Analysis of customer churn in banking industry using data mining / Özge Doǧuc̣ -- The crowdsourcing concept-based data mining approach applied in prosumer microgrids / B.C. Negu et al. -- Active learning / Jože M. Rožanec et al. -- Prediction of general anxiety disorder using machine learning techniques - Kevser Ṣahinbaṣ. |
| Abstract | "The purpose of this book is to discuss data mining, which is a subset of data science, from a variety of perspectives. With the technological advances of recent years, new software and hardware-based systems are available in most business environments. With these systems, data production continues to increase in personal, corporate, commercial and many other areas. Information systems convert raw data, which alone are not so meaningful, into information after the processes are applied. Database systems are necessary for the storage and management of the information generated. Revealing meaningful relationships hidden in a stack of high-volume data shows the function of data mining. Processing big data has become important to produce information that will support business decisions and be a strategic tool in today's competitive environment. In this context, the effectiveness of data mining applications is increasing day by day as a decision support system to develop marketing strategies in every sector by identifying customer behavior and target groups"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2022045727 |
| ISBN | 9798886972504 |
| ISBN | (adobe pdf) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |