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Data Mining a Peoplesoft Database to Assist in Developing Student Retention Interventions

Data Mining a Peoplesoft Database to Assist in Developing Student Retention Interventions PDF Author: Greg Alan Đào Jonason
Publisher:
ISBN:
Category : Curriculum and Instruction
Languages : en
Pages :

Book Description
Per a Bellwether Education Partners study (Aldeman, 2015, p. 8), "As of 2013, there were 29.1 million college dropouts versus 24.5 million Americans who dropped out with less than a high school diploma. In pure, raw numbers, college dropouts are a bigger problem than high school dropouts." Conceptually this study is framed within theories of student persistence/attainment and the Knowledge Discovery Process (KDP). This research study developed first time in college (FTIC) and transfer (TRAN) student graduation prediction models by using decision trees and support vector machine (SVM) classification algorithms and identified attributes of students who graduate and do not graduate. Data was collected from the University of Houston's data warehouse to provide detailed student academic records as the basis for quantitative analysis. The data set included male and female undergraduate students enrolled in the College of Education's Teaching & Learning Program from 2000-2012 at the University of Houston. These findings may contribute to improving student success and subsequent graduation rates in the College of Education and other colleges across the campus.

Data Mining a Peoplesoft Database to Assist in Developing Student Retention Interventions

Data Mining a Peoplesoft Database to Assist in Developing Student Retention Interventions PDF Author: Greg Alan Đào Jonason
Publisher:
ISBN:
Category : Curriculum and Instruction
Languages : en
Pages :

Book Description
Per a Bellwether Education Partners study (Aldeman, 2015, p. 8), "As of 2013, there were 29.1 million college dropouts versus 24.5 million Americans who dropped out with less than a high school diploma. In pure, raw numbers, college dropouts are a bigger problem than high school dropouts." Conceptually this study is framed within theories of student persistence/attainment and the Knowledge Discovery Process (KDP). This research study developed first time in college (FTIC) and transfer (TRAN) student graduation prediction models by using decision trees and support vector machine (SVM) classification algorithms and identified attributes of students who graduate and do not graduate. Data was collected from the University of Houston's data warehouse to provide detailed student academic records as the basis for quantitative analysis. The data set included male and female undergraduate students enrolled in the College of Education's Teaching & Learning Program from 2000-2012 at the University of Houston. These findings may contribute to improving student success and subsequent graduation rates in the College of Education and other colleges across the campus.

Management Information Systems

Management Information Systems PDF Author: Kenneth C. Laudon
Publisher: Pearson Educación
ISBN: 9789702605287
Category : Business & Economics
Languages : en
Pages : 618

Book Description
Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases.

Computerworld

Computerworld PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 40

Book Description
For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.

Collegiate Learning Assessment Test (CLA+)

Collegiate Learning Assessment Test (CLA+) PDF Author: National Learning Corporation
Publisher: Passbooks
ISBN: 9781731858382
Category : Study Aids
Languages : en
Pages : 324

Book Description
The Collegiate Learning Assessment Test (CLA+) Passbook(R) prepares you for your exam by allowing you to take practice tests modeled after and similar to the selective-response questions found on the CLA+. These questions cover scientific & quantitative reasoning, critical reading & evaluation, and critiquing arguments, and require test-takers to base their answers on a series of supporting documents, including but not limited to: graphs, charts, tables, photos, articles, memos and emails.

Improving Student Learning Outcomes

Improving Student Learning Outcomes PDF Author: Chris Rust
Publisher:
ISBN: 9781873576625
Category : Education, Higher
Languages : en
Pages : 366

Book Description


A Beginner’s Guide to Learning Analytics

A Beginner’s Guide to Learning Analytics PDF Author: Srinivasa K G
Publisher: Springer Nature
ISBN: 3030702588
Category : Education
Languages : en
Pages : 326

Book Description
This book A Beginner’s Guide to Learning Analytics is designed to meet modern educational trends’ needs. It is addressed to readers who have no prior knowledge of learning analytics and functions as an introductory text to learning analytics for those who want to do more with evaluation/assessment in their organizations. The book is useful to all who need to evaluate their learning and teaching strategies. It aims to bring greater efficiency and deeper engagement to individual students, learning communities, and educators. Covered here are the key concepts linked to learning analytics for researchers and practitioners interested in learning analytics. This book helps those who want to apply analytics to learning and development programs and helps educational institutions to identify learners who require support and provide a more personalized learning experience. Like chapters show diverse uses of learning analytics to enhance student and faculty performance. It presents a coherent framework for the effective translation of learning analytics research for educational practice to its practical application in different educational domains. This book provides educators and researchers with the tools and frameworks to effectively make sense of and use data and analytics in their everyday practice. This book will be a valuable addition to researchers’ bookshelves.

Strengthening Domestic Resource Mobilization

Strengthening Domestic Resource Mobilization PDF Author: Raul Felix Junquera-Varela
Publisher: World Bank Publications
ISBN: 1464810745
Category : Business & Economics
Languages : en
Pages : 228

Book Description
Public spending plays a key role in the economic growth and development of most developing economies. This book analyzes revenues, policy, and administration of Domestic Resource Mobilization (DRM) in developing countries. It provides a broad landscape of practical examples, drawing from lessons learned in World Bank operations across Global Practices over the past several decades. It should be thought of as a starting point for a more comprehensive research agenda rather than a complete inventory itself. This book reviews the trends in tax revenue collection in developing countries. It provides an overview of efforts to close the revenue gap, many of which have been supported by World Bank operations. The book reviews the special challenges facing low income countries, which have traditionally relied on indirect revenues in the context of limited formalization of their economies. An overview of tax policy and administration reform programs is presented, with an overview of outstanding issues that will shape the policy agenda in years ahead.

Introduction to Business

Introduction to Business PDF Author: Lawrence J. Gitman
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 1455

Book Description
Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond. This is an adaptation of Introduction to Business by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.

Enhancing Enterprise Intelligence: Leveraging ERP, CRM, SCM, PLM, BPM, and BI

Enhancing Enterprise Intelligence: Leveraging ERP, CRM, SCM, PLM, BPM, and BI PDF Author: Vivek Kale
Publisher: CRC Press
ISBN: 1498705987
Category : Business & Economics
Languages : en
Pages : 388

Book Description
Enhancing Enterprise Intelligence: Leveraging ERP, CRM, SCM, PLM, BPM, and BI takes a fresh look at the benefits of enterprise systems (ES), focusing on the fact that ES collectively contribute to enhancing the intelligence quotient of an enterprise. The book provides an overview of the characteristic domains (i.e., business functions, processes, a

The Robotic Process Automation Handbook

The Robotic Process Automation Handbook PDF Author: Tom Taulli
Publisher: Apress
ISBN: 1484257294
Category : Computers
Languages : en
Pages : 359

Book Description
While Robotic Process Automation (RPA) has been around for about 20 years, it has hit an inflection point because of the convergence of cloud computing, big data and AI. This book shows you how to leverage RPA effectively in your company to automate repetitive and rules-based processes, such as scheduling, inputting/transferring data, cut and paste, filling out forms, and search. Using practical aspects of implementing the technology (based on case studies and industry best practices), you’ll see how companies have been able to realize substantial ROI (Return On Investment) with their implementations, such as by lessening the need for hiring or outsourcing. By understanding the core concepts of RPA, you’ll also see that the technology significantly increases compliance – leading to fewer issues with regulations – and minimizes costly errors. RPA software revenues have recently soared by over 60 percent, which is the fastest ramp in the tech industry, and they are expected to exceed $1 billion by the end of 2019. It is generally seamless with legacy IT environments, making it easier for companies to pursue a strategy of digital transformation and can even be a gateway to AI. The Robotic Process Automation Handbook puts everything you need to know into one place to be a part of this wave. What You'll Learn Develop the right strategy and planDeal with resistance and fears from employeesTake an in-depth look at the leading RPA systems, including where they are most effective, the risks and the costsEvaluate an RPA system Who This Book Is For IT specialists and managers at mid-to-large companies