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Author : Michael L. Ash
Publisher :
ISBN 13 :
Total Pages : 388 pages
Book Rating : 4.:/5 (56 download)
Download or read book A Decision Support System to Predict Student Retention in Higher Education written by Michael L. Ash and published by . This book was released on 2004 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Suliman Hawamdeh
Publisher : CRC Press
ISBN 13 : 1351806998
Total Pages : 312 pages
Book Rating : 4.3/5 (518 download)
Download or read book Analytics and Knowledge Management written by Suliman Hawamdeh and published by CRC Press. This book was released on 2018-08-06 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: The process of transforming data into actionable knowledge is a complex process that requires the use of powerful machines and advanced analytics technique. Analytics and Knowledge Management examines the role of analytics in knowledge management and the integration of big data theories, methods, and techniques into an organizational knowledge management framework. Its chapters written by researchers and professionals provide insight into theories, models, techniques, and applications with case studies examining the use of analytics in organizations. The process of transforming data into actionable knowledge is a complex process that requires the use of powerful machines and advanced analytics techniques. Analytics, on the other hand, is the examination, interpretation, and discovery of meaningful patterns, trends, and knowledge from data and textual information. It provides the basis for knowledge discovery and completes the cycle in which knowledge management and knowledge utilization happen. Organizations should develop knowledge focuses on data quality, application domain, selecting analytics techniques, and on how to take actions based on patterns and insights derived from analytics. Case studies in the book explore how to perform analytics on social networking and user-based data to develop knowledge. One case explores analyze data from Twitter feeds. Another examines the analysis of data obtained through user feedback. One chapter introduces the definitions and processes of social media analytics from different perspectives as well as focuses on techniques and tools used for social media analytics. Data visualization has a critical role in the advancement of modern data analytics, particularly in the field of business intelligence and analytics. It can guide managers in understanding market trends and customer purchasing patterns over time. The book illustrates various data visualization tools that can support answering different types of business questions to improve profits and customer relationships. This insightful reference concludes with a chapter on the critical issue of cybersecurity. It examines the process of collecting and organizing data as well as reviewing various tools for text analysis and data analytics and discusses dealing with collections of large datasets and a great deal of diverse data types from legacy system to social networks platforms.
Author : Rogers, Patricia L.
Publisher : IGI Global
ISBN 13 : 1605661996
Total Pages : 2612 pages
Book Rating : 4.6/5 (56 download)
Download or read book Encyclopedia of Distance Learning, Second Edition written by Rogers, Patricia L. and published by IGI Global. This book was released on 2009-01-31 with total page 2612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers comprehensive coverage of the issues, concepts, trends, and technologies of distance learning.
Author : David L. Olson
Publisher : Springer Science & Business Media
ISBN 13 : 354076917X
Total Pages : 182 pages
Book Rating : 4.5/5 (47 download)
Download or read book Advanced Data Mining Techniques written by David L. Olson and published by Springer Science & Business Media. This book was released on 2008-01-01 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It also contains chapters on a number of different techniques often used in data mining. Part III focuses on business applications of data mining.
Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1466652039
Total Pages : 2862 pages
Book Rating : 4.4/5 (666 download)
Download or read book Encyclopedia of Business Analytics and Optimization written by Wang, John and published by IGI Global. This book was released on 2014-02-28 with total page 2862 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.
Author : Alejandro Peña-Ayala
Publisher : Springer
ISBN 13 : 3319027387
Total Pages : 477 pages
Book Rating : 4.3/5 (19 download)
Download or read book Educational Data Mining written by Alejandro Peña-Ayala and published by Springer. This book was released on 2013-11-08 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the Educational Data Mining arena. It highlights works that show relevant proposals, developments, and achievements that shape trends and inspire future research. After a rigorous revision process sixteen manuscripts were accepted and organized into four parts as follows: · Profile: The first part embraces three chapters oriented to: 1) describe the nature of educational data mining (EDM); 2) describe how to pre-process raw data to facilitate data mining (DM); 3) explain how EDM supports government policies to enhance education. · Student modeling: The second part contains five chapters concerned with: 4) explore the factors having an impact on the student's academic success; 5) detect student's personality and behaviors in an educational game; 6) predict students performance to adjust content and strategies; 7) identify students who will most benefit from tutor support; 8) hypothesize the student answer correctness based on eye metrics and mouse click. · Assessment: The third part has four chapters related to: 9) analyze the coherence of student research proposals; 10) automatically generate tests based on competences; 11) recognize students activities and visualize these activities for being presented to teachers; 12) find the most dependent test items in students response data. · Trends: The fourth part encompasses four chapters about how to: 13) mine text for assessing students productions and supporting teachers; 14) scan student comments by statistical and text mining techniques; 15) sketch a social network analysis (SNA) to discover student behavior profiles and depict models about their collaboration; 16) evaluate the structure of interactions between the students in social networks. This volume will be a source of interest to researchers, practitioners, professors, and postgraduate students aimed at updating their knowledge and find targets for future work in the field of educational data mining.
Author : Sushabhan Choudhury
Publisher : Springer Nature
ISBN 13 : 9811386188
Total Pages : 966 pages
Book Rating : 4.8/5 (113 download)
Download or read book Intelligent Communication, Control and Devices written by Sushabhan Choudhury and published by Springer Nature. This book was released on 2019-08-28 with total page 966 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on the integration of intelligent communication systems, control systems, and devices related to all aspects of engineering and sciences. It includes high-quality research papers from the 3rd international conference, ICICCD 2018, organized by the Department of Electronics, Instrumentation and Control Engineering at the University of Petroleum and Energy Studies, Dehradun on 21–22 December 2018. Covering a range of recent advances in intelligent communication, intelligent control and intelligent devices., the book presents original research and findings as well as researchers’ and industrial practitioners’ practical development experiences of.
Author : Shan Suthaharan
Publisher : Springer
ISBN 13 : 1489976418
Total Pages : 364 pages
Book Rating : 4.4/5 (899 download)
Download or read book Machine Learning Models and Algorithms for Big Data Classification written by Shan Suthaharan and published by Springer. This book was released on 2015-10-20 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random forest (an ensemble hierarchical approach), and deep learning (a layered approach) are highly suitable for the system that can handle such problems. This book helps readers, especially students and newcomers to the field of big data and machine learning, to gain a quick understanding of the techniques and technologies; therefore, the theory, examples, and programs (Matlab and R) presented in this book have been simplified, hardcoded, repeated, or spaced for improvements. They provide vehicles to test and understand the complicated concepts of various topics in the field. It is expected that the readers adopt these programs to experiment with the examples, and then modify or write their own programs toward advancing their knowledge for solving more complex and challenging problems. The presentation format of this book focuses on simplicity, readability, and dependability so that both undergraduate and graduate students as well as new researchers, developers, and practitioners in this field can easily trust and grasp the concepts, and learn them effectively. It has been written to reduce the mathematical complexity and help the vast majority of readers to understand the topics and get interested in the field. This book consists of four parts, with the total of 14 chapters. The first part mainly focuses on the topics that are needed to help analyze and understand data and big data. The second part covers the topics that can explain the systems required for processing big data. The third part presents the topics required to understand and select machine learning techniques to classify big data. Finally, the fourth part concentrates on the topics that explain the scaling-up machine learning, an important solution for modern big data problems.
Author : Radek Silhavy
Publisher : Springer Nature
ISBN 13 : 3031535529
Total Pages : 473 pages
Book Rating : 4.0/5 (315 download)
Download or read book Data Analytics in System Engineering written by Radek Silhavy and published by Springer Nature. This book was released on with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : John M. Braxton
Publisher : John Wiley & Sons
ISBN 13 : 1118415663
Total Pages : 166 pages
Book Rating : 4.1/5 (184 download)
Download or read book Rethinking College Student Retention written by John M. Braxton and published by John Wiley & Sons. This book was released on 2013-10-21 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on studies funded by the Lumina Foundation, the nation's largest private foundation focused solely on increasing Americans' success in higher education, the authors revise current theories of college student departure, including Tinto's, making the important distinction between residential and commuter colleges and universities, and thereby taking into account the role of the external environment and the characteristics of social communities in student departure and retention. A unique feature of the authors' approach is that they also consider the role that the various characteristics of different states play in degree completion and first-year persistence. First-year college student retention and degree completion is a multi-layered, multi-dimensional problem, and the book's recommendations for state- and institutional-level policy and practice will help policy-makers and planners at all levels as well as anyone concerned with institutional retention rates—and helping students reach their maximum potential for success—understand the complexities of the issue and develop policies and initiatives to increase student persistence.
Author : Efraim Turban
Publisher : Pearson Education India
ISBN 13 : 9788131761090
Total Pages : 724 pages
Book Rating : 4.7/5 (61 download)
Download or read book Decision Support and Business Intelligence Systems written by Efraim Turban and published by Pearson Education India. This book was released on 2011 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Lakshmi S. Iyer
Publisher : Springer
ISBN 13 : 3319115758
Total Pages : 269 pages
Book Rating : 4.3/5 (191 download)
Download or read book Reshaping Society through Analytics, Collaboration, and Decision Support written by Lakshmi S. Iyer and published by Springer. This book was released on 2014-12-04 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores emerging research and pedagogy in analytics, collaboration, and decision support with an emphasis on business intelligence and social media. In general, the chapters help understand where technology involvement in human decisions is headed. Reading the chapters can help understand the opportunities and threats associated with the use of information technology in decision making. Computing and information technologies are reshaping our global society, but they can potentially reshape it in negative as well as positive ways. Analytics, collaboration and computerized decision support are powerful decision aiding and decision making tools that have enormous potential to impact crisis decision making, regulation of financial systems, healthcare decision making and many more important decision domains. Many information technologies can potentially support, assist and even decide for human decision makers. Despite the potential, some researchers think that we know the answers to how these technologies will change society. The "Wisdom of Crowds" or "Big Data" become the topic of the day and are soon replaced with new marketing terms. In many ways, mobile technology is just another form factor to adapt decision support capabilities too and experiment with new capabilities. The cloud is a nebulous metaphor that adds to the mystery of information technology. Wireless technology enables the ubiquitous presence of analytics and decision support. With new networking capabilities, collaboration is possible anywhere and everywhere using voice, video and text. Documents can be widely shared and massive numbers of documents can be carried on a small tablet computer. Recent developments in technologies impact the processes organizations use to make decisions. In addition, academics are looking for ways to enhance their pedagogy to train students to be more adept in understanding how emerging technology will be used effectively for decision making in organizations. The chapters are based on papers originally reviewed at the Special Interest Group on Decision Support Systems (SIGDSS) Workshop at the 2013 International Conference on Information Systems (ICIS 2013). Ultimately this volume endeavors to find a balance between systematizing what we know, so we can teach our findings from prior research better, and stimulating excitement to move the field in new directions.
Author : Sharvari Tamane
Publisher : Springer Nature
ISBN 13 : 9464631368
Total Pages : 1027 pages
Book Rating : 4.4/5 (646 download)
Download or read book Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022) written by Sharvari Tamane and published by Springer Nature. This book was released on 2023-05-01 with total page 1027 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. As on date, huge volumes of data are being generated through sensors, satellites, and simulators. Modern research on data analytics and its applications reveal that several algorithms are being designed and developed to process these datasets, either through the use of sequential and parallel processes. In the current scenario of Industry 4.0, data analytics, artificial intelligence and machine learning are being used to support decisions in space and time. Further, the availability of Graphical Processing Units (GPUs) and Tensor Processing Units (TPUs) have enabled to processing of these datasets. Some of the applications of Artificial Intelligence, Machine Learning and Data Analytics are in the domains of Agriculture, Climate Change, Disaster Prediction, Automation in Manufacturing, Intelligent Transportation Systems, Health Care, Retail, Stock Market, Fashion Design, etc. The international conference on Applications of Machine Intelligence and Data Analytics aims to bring together faculty members, researchers, scientists, and industry people on a common platform to exchange ideas, algorithms, knowledge based on processing hardware and their respective application programming interfaces (APIs).
Author : David Moxley
Publisher : Routledge
ISBN 13 : 1136360247
Total Pages : 210 pages
Book Rating : 4.1/5 (363 download)
Download or read book Keeping Students in Higher Education written by David Moxley and published by Routledge. This book was released on 2013-06-17 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text examines the issues surrounding student drop-outs and presents a practical guide to identifying reasons for drop out and developing solutions to the problem of retaining students in higher education.
Author : Gupta, P.K.
Publisher : IGI Global
ISBN 13 : 1522562117
Total Pages : 316 pages
Book Rating : 4.5/5 (225 download)
Download or read book Predictive Intelligence Using Big Data and the Internet of Things written by Gupta, P.K. and published by IGI Global. This book was released on 2018-12-28 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent growth of big data and the internet of things (IoT), individuals can now upload, retrieve, store, and collect massive amounts of information to help drive decisions and optimize processes. Due to this, a new age of predictive computing is taking place, and data can now be harnessed to predict unknown occurrences or probabilities based on data collected in real time. Predictive Intelligence Using Big Data and the Internet of Things highlights state-of-the-art research on predictive intelligence using big data, the IoT, and related areas to ensure quality assurance and compatible IoT systems. Featuring coverage on predictive application scenarios to discuss these breakthroughs in real-world settings and various methods, frameworks, algorithms, and security concerns for predictive intelligence, this book is ideally designed for academicians, researchers, advanced-level students, and technology developers.
Author : Jennifer K. Swift
Publisher :
ISBN 13 :
Total Pages : 114 pages
Book Rating : 4.:/5 (531 download)
Download or read book To Stay Or Not to Stay written by Jennifer K. Swift and published by . This book was released on 2003 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mantz Yorke
Publisher : McGraw-Hill Education (UK)
ISBN 13 : 0335228496
Total Pages : 198 pages
Book Rating : 4.3/5 (352 download)
Download or read book EBOOK: Retention and Student Success in Higher Education written by Mantz Yorke and published by McGraw-Hill Education (UK). This book was released on 2004-03-16 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: ·What is the policy background to current interest in retention and student success? ·What causes students to leave institutions without completing their programmes? ·How can theory and research help institutions to encourage student success? Retention and completion rates are important measures of the performance of institutions and higher education systems. Understanding the causes of student non-completion is vital for an institution seeking to increase the chances of student success. The early chapters of this book discuss retention and student success from a public policy perspective. The later chapters concentrate on theory and research evidence, and on how these can inform institutional practices designed to enhance retention and success (particularly where students are enrolled from disadvantaged backgrounds). This book draws upon international experience, particularly from the United Kingdom, Australia, South Africa and the United States. Retention and Student Success in Higher Education is essential reading for lecturers, support staff, and senior managers in higher education institutions, and for those with a wider policy interest in these matters.
