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| Author | : Song, Min |
| Publisher | : IGI Global |
| Total Pages | : 901 |
| Release | : 2008-09-30 |
| Genre | : Computers |
| ISBN | : 1599049910 |
Examines recent advances and surveys of applications in text and web mining which should be of interest to researchers and end-users alike.
| Author | : Min Song |
| Publisher | : |
| Total Pages | : 479 |
| Release | : 2009 |
| Genre | : |
| ISBN | : |
| Author | : Trivedi, Shrawan Kumar |
| Publisher | : IGI Global |
| Total Pages | : 438 |
| Release | : 2017-02-14 |
| Genre | : Computers |
| ISBN | : 1522520325 |
The development of business intelligence has enhanced the visualization of data to inform and facilitate business management and strategizing. By implementing effective data-driven techniques, this allows for advance reporting tools to cater to company-specific issues and challenges. The Handbook of Research on Advanced Data Mining Techniques and Applications for Business Intelligence is a key resource on the latest advancements in business applications and the use of mining software solutions to achieve optimal decision-making and risk management results. Highlighting innovative studies on data warehousing, business activity monitoring, and text mining, this publication is an ideal reference source for research scholars, management faculty, and practitioners.
| Author | : Zhang, Qingyu |
| Publisher | : IGI Global |
| Total Pages | : 362 |
| Release | : 2010-10-31 |
| Genre | : Computers |
| ISBN | : 1609601041 |
"This book is a comprehensive reference on concepts, algorithms, theories, applications, software, and visualization of data mining, text mining, Web mining and computing/supercomputing, covering state-of-the-art of the theory and applications of mining"--
| Author | : do Prado, Hercules Antonio |
| Publisher | : IGI Global |
| Total Pages | : 376 |
| Release | : 2007-10-31 |
| Genre | : Computers |
| ISBN | : 1599043750 |
"This book provides the most recent technical information related to the computational models of the text mining process, discussing techniques within the realms of classification, association analysis, information extraction, and clustering. Offering an innovative approach to the utilization of textual information mining to maximize competitive advantage, it will provide libraries with the defining reference on this topic"--Provided by publisher.
| Author | : Ronen Feldman |
| Publisher | : Cambridge University Press |
| Total Pages | : 423 |
| Release | : 2007 |
| Genre | : Computers |
| ISBN | : 0521836573 |
Publisher description
| Author | : Bing Liu |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 637 |
| Release | : 2011-06-25 |
| Genre | : Computers |
| ISBN | : 3642194605 |
Liu has written a comprehensive text on Web mining, which consists of two parts. The first part covers the data mining and machine learning foundations, where all the essential concepts and algorithms of data mining and machine learning are presented. The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured data extraction, information integration, opinion mining and sentiment analysis, Web usage mining, query log mining, computational advertising, and recommender systems are all treated both in breadth and in depth. His book thus brings all the related concepts and algorithms together to form an authoritative and coherent text. The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in Web mining and data mining both as a learning text and as a reference book. Professors can readily use it for classes on data mining, Web mining, and text mining. Additional teaching materials such as lecture slides, datasets, and implemented algorithms are available online.
| Author | : Taniar, David |
| Publisher | : IGI Global |
| Total Pages | : 340 |
| Release | : 2006-10-31 |
| Genre | : Computers |
| ISBN | : 1599042738 |
Activities in data warehousing and mining are constantly emerging. Data mining methods, algorithms, online analytical processes, data mart and practical issues consistently evolve, providing a challenge for professionals in the field. Research and Trends in Data Mining Technologies and Applications focuses on the integration between the fields of data warehousing and data mining, with emphasis on the applicability to real-world problems. This book provides an international perspective, highlighting solutions to some of researchers' toughest challenges. Developments in the knowledge discovery process, data models, structures, and design serve as answers and solutions to these emerging challenges.
| Author | : George Chang |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 180 |
| Release | : 2012-12-06 |
| Genre | : Computers |
| ISBN | : 1461516390 |
Mining the World Wide Web: An Information Search Approach explores the concepts and techniques of Web mining, a promising and rapidly growing field of computer science research. Web mining is a multidisciplinary field, drawing on such areas as artificial intelligence, databases, data mining, data warehousing, data visualization, information retrieval, machine learning, markup languages, pattern recognition, statistics, and Web technology. Mining the World Wide Web presents the Web mining material from an information search perspective, focusing on issues relating to the efficiency, feasibility, scalability and usability of searching techniques for Web mining. Mining the World Wide Web is designed for researchers and developers of Web information systems and also serves as an excellent supplemental reference to advanced level courses in data mining, databases and information retrieval.
| Author | : Gabe Ignatow |
| Publisher | : SAGE Publications |
| Total Pages | : 189 |
| Release | : 2016-04-20 |
| Genre | : Social Science |
| ISBN | : 1483369323 |
Online communities generate massive volumes of natural language data and the social sciences continue to learn how to best make use of this new information and the technology available for analyzing it. Text Mining brings together a broad range of contemporary qualitative and quantitative methods to provide strategic and practical guidance on analyzing large text collections. This accessible book, written by a sociologist and a computer scientist, surveys the fast-changing landscape of data sources, programming languages, software packages, and methods of analysis available today. Suitable for novice and experienced researchers alike, the book will help readers use text mining techniques more efficiently and productively.
