Methods for Analyzing and Leveraging Online Learning Data

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Author :
Publisher : IGI Global
ISBN 13 : 1522575294
Total Pages : 455 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Methods for Analyzing and Leveraging Online Learning Data by : Hai-Jew, Shalin

Download or read book Methods for Analyzing and Leveraging Online Learning Data written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2018-10-05 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: While online learning continues to be a rapidly expanding field of research, analyzing data allows educational institutions to fine tune their curriculum and teaching methods. Properly utilizing the data, however, becomes difficult when taking into account how socio-technical systems are used, the administration of those systems, default settings, how data is described and captured, and other factors. Methods for Analyzing and Leveraging Online Learning Data is a pivotal reference source that provides vital research on the application of data in online education for improving a system’s capabilities and optimizing it for teaching and learning. This publication explores data handling, cleaning, analysis, management, and representation, as well as the methods of effectively and ethically applying data research. Tying together education and information science with special attention paid to informal learning, online assessment, and social media, this book is ideally designed for educational administrators, system developers, curriculum designers, data analysts, researchers, instructors, and graduate-level students seeking current research on capturing, analyzing, storing, and sharing data-analytic insights regarding online learning environments.

Leveraging Data for Student Success

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Author :
Publisher : RTI Press
ISBN 13 : 1934831204
Total Pages : 124 pages
Book Rating : 4.9/5 (348 download)

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Book Synopsis Leveraging Data for Student Success by : Laura G. Knapp

Download or read book Leveraging Data for Student Success written by Laura G. Knapp and published by RTI Press. This book was released on 2016-09-29 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: People providing services to schools, teachers, and students want to know whether these services are effective. With that knowledge, a project director can expand services that work well and adjust implementation of activities that are not working as expected. When finding that an innovative strategy benefits students, a project director might want to share that information with other service providers who could build upon that strategy. Some organizations that fund programs for students will want a report demonstrating the program’s success. Determining whether a program is effective requires expertise in data collection, study design, and analysis. Not all project directors have this expertise—they tend to be primarily focused on working with schools, teachers, and students to undertake program activities. Collecting and obtaining student-level data may not be a routine part of the program. This book provides an overview of the process for evaluating a program. It is not a detailed methodological text but focuses on awareness of the process. What do program directors need to know about data and data analysis to plan an evaluation or to communicate with an evaluator? Examples focus on supporting college and career readiness programs. Readers can apply these processes to other studies that include a data collection component.

Online Survey Design and Data Analytics: Emerging Research and Opportunities

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Author :
Publisher : IGI Global
ISBN 13 : 1522585656
Total Pages : 241 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Online Survey Design and Data Analytics: Emerging Research and Opportunities by : Hai-Jew, Shalin

Download or read book Online Survey Design and Data Analytics: Emerging Research and Opportunities written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2019-05-03 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online survey research suites offer a vast array of capabilities, supporting the presentation of virtually every type of digital data – text, imagery, audio, video, and multimedia forms. With some researcher sophistication, these online survey research suites can enable a wide range of quantitative, qualitative, and mixed methods research. Online Survey Design and Data Analytics: Emerging Research and Opportunities is a critical scholarly resource that explores the utilization of online platforms for setting up surveys to achieve a specific result, eliciting data in in-depth ways and applying creative analytics methods to online survey data. Highlighting topics such as coding, education-based analysis, and online Delphi studies, this publication is ideal for researchers, professionals, academicians, data analysts, IT consultants, and students.

Data Analytics Applications in Education

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Publisher : CRC Press
ISBN 13 : 1498769284
Total Pages : 265 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Data Analytics Applications in Education by : Jan Vanthienen

Download or read book Data Analytics Applications in Education written by Jan Vanthienen and published by CRC Press. This book was released on 2017-09-29 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: The abundance of data and the rise of new quantitative and statistical techniques have created a promising area: data analytics. This combination of a culture of data-driven decision making and techniques to include domain knowledge allows organizations to exploit big data analytics in their evaluation and decision processes. Also, in education and learning, big data analytics is being used to enhance the learning process, to evaluate efficiency, to improve feedback, and to enrich the learning experience. As every step a student takes in the online world can be traced, analyzed, and used, there are plenty of opportunities to improve the learning process of students. First, data analytics techniques can be used to enhance the student’ s learning process by providing real-time feedback, or by enriching the learning experience. Second, data analytics can be used to support the instructor or teacher. Using data analytics, the instructor can better trace, and take targeted actions to improve, the learning process of the student. Third, there are possibilities in using data analytics to measure the performance of instructors. Finally, for policy makers, it is often unclear how schools use their available resources to "produce" outcomes. By combining structured and unstructured data from various sources, data analytics might provide a solution for governments that aim to monitor the performance of schools more closely. Data analytics in education should not be the domain of a single discipline. Economists should discuss the possibilities, issues, and normative questions with a multidisciplinary team of pedagogists, philosophers, computer scientists, and sociologists. By bringing together various disciplines, a more comprehensive answer can be formulated to the challenges ahead. This book starts this discussion by highlighting some economic perspectives on the use of data analytics in education. The book begins a rich, multidisciplinary discussion that may make data analytics in education seem as natural as a teacher in front of a classroom.

Research Anthology on Applying Social Networking Strategies to Classrooms and Libraries

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Publisher : IGI Global
ISBN 13 : 1668471248
Total Pages : 2012 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Applying Social Networking Strategies to Classrooms and Libraries by : Management Association, Information Resources

Download or read book Research Anthology on Applying Social Networking Strategies to Classrooms and Libraries written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-07-08 with total page 2012 pages. Available in PDF, EPUB and Kindle. Book excerpt: The introduction of social media has given many communities the opportunity to connect and communicate with each other at a higher level than ever before. Many organizations, from businesses to governments, have taken advantage of this important tool to conduct research and enhance efficiency. Libraries and educational institutions have also made use of social media to enhance educational marketing, engage with learning communities, adapt educational tools, and more. The Research Anthology on Applying Social Networking Strategies to Classrooms and Libraries describes the applications, tools, and opportunities provided by the intersection of education and social media. It also considers the ways in which social media encourages learner engagement and community participation. Covering topics such as data collection, online professional learning networks, and reinforcement learning, this major reference work is a dynamic resource for pre-service teachers, teacher educators, faculty and administrators of both K-12 and higher education, librarians, archivists, government officials, researchers, and academicians.

Educational Technology and the New World of Persistent Learning

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Publisher : IGI Global
ISBN 13 : 1522563628
Total Pages : 326 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Educational Technology and the New World of Persistent Learning by : Bailey, Liston W.

Download or read book Educational Technology and the New World of Persistent Learning written by Bailey, Liston W. and published by IGI Global. This book was released on 2019-01-18 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technologies, such as artificial intelligence and augmented and mixed reality, continue to be implemented to support the process of teaching and learning. However, technological advances and new applications should not be seen as a replacement for the requisite consideration of proper needs analysis, instructional design, and educational philosophy within courses or training; rather it should serve as an enabler to allow faster and more open access to learning for individuals. Educational Technology and the New World of Persistent Learning provides innovative insights into technology integration methods within classroom settings including how they can empower students and how they can be used in the creation of dynamic learning experiences. The content within this publication examines e-learning, robotics, and tutoring systems and is designed for academicians, educators, principles, administrators, researchers, and students.

Digital Games for Minority Student Engagement: Emerging Research and Opportunities

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Publisher : IGI Global
ISBN 13 : 1522533990
Total Pages : 120 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Digital Games for Minority Student Engagement: Emerging Research and Opportunities by : Misra, Rupanada

Download or read book Digital Games for Minority Student Engagement: Emerging Research and Opportunities written by Misra, Rupanada and published by IGI Global. This book was released on 2019-02-15 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to various challenges within the public-school system, such as underfunding, lack of resources, and difficulty retaining and recruiting teachers of color, minority students have been found to be underperforming compared to their majority counterparts. Minority students deserve quality public education, which can only happen if the gap in equity and access is closed. In order to close this achievement gap between the majority and minority groups, it is critical to increase the learning gains of the minority students. Digital Games for Minority Student Engagement: Emerging Research and Opportunities is an essential reference source that argues that digital games can potentially help to solve the problems of minority students’ insufficient academic preparation, and that a game-based learning environment can help to engage these students with the content and facilitate academic achievement. Featuring research on topics such as education policy, interactive learning, and student engagement, this book is ideally designed for educators, principals, policymakers, academicians, administrators, researchers, and students.

Leveraging Biomedical and Healthcare Data

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Publisher : Academic Press
ISBN 13 : 012809561X
Total Pages : 228 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Leveraging Biomedical and Healthcare Data by : Firas Kobeissy

Download or read book Leveraging Biomedical and Healthcare Data written by Firas Kobeissy and published by Academic Press. This book was released on 2018-11-23 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leveraging Biomedical and Healthcare Data: Semantics, Analytics and Knowledge provides an overview of the approaches used in semantic systems biology, introduces novel areas of its application, and describes step-wise protocols for transforming heterogeneous data into useful knowledge that can influence healthcare and biomedical research. Given the astronomical increase in the number of published reports, papers, and datasets over the last few decades, the ability to curate this data has become a new field of biomedical and healthcare research. This book discusses big data text-based mining to better understand the molecular architecture of diseases and to guide health care decision. It will be a valuable resource for bioinformaticians and members of several areas of the biomedical field who are interested in understanding more about how to process and apply great amounts of data to improve their research. Includes at each section resource pages containing a list of available curated raw and processed data that can be used by researchers in the field Provides demonstrative and relevant examples that serve as a general tutorial Presents a list of algorithm names and computational tools available for basic and clinical researchers

Intelligent Systems and Learning Data Analytics in Online Education

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Publisher : Academic Press
ISBN 13 : 0128231270
Total Pages : 427 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Intelligent Systems and Learning Data Analytics in Online Education by : Santi Caballé

Download or read book Intelligent Systems and Learning Data Analytics in Online Education written by Santi Caballé and published by Academic Press. This book was released on 2021-06-15 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Systems and Learning Data Analytics in Online Education provides novel artificial intelligence (AI) and analytics-based methods to improve online teaching and learning. This book addresses key problems such as attrition and lack of engagement in MOOCs and online learning in general. This book explores the state of the art of artificial intelligence, software tools and innovative learning strategies to provide better understanding and solutions to the various challenges of current e-learning in general and MOOC education. In particular, Intelligent Systems and Learning Data Analytics in Online Education shares stimulating theoretical and practical research from leading international experts. This publication provides useful references for educational institutions, industry, academic researchers, professionals, developers, and practitioners to evaluate and apply. - Presents the application of innovative AI techniques to collaborative learning activities - Offers strategies to provide automatic and effective tutoring to students' activities - Offers methods to collect, analyze and correctly visualize learning data in educational environments

Emergent Practices of Learning Analytics in K-12 Classrooms

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 290 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Emergent Practices of Learning Analytics in K-12 Classrooms by : Kavakl? Uluta?, Nurdan

Download or read book Emergent Practices of Learning Analytics in K-12 Classrooms written by Kavakl? Uluta?, Nurdan and published by IGI Global. This book was released on 2023-12-29 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the world of education, technology has revolutionized teaching and learning practices globally. However, the widespread adoption of technology, especially in response to Covid-19, has led to a deluge of data from students' digital footprints. The challenge lies in effectively using this data through learning analytics (LA) to optimize K-12 classroom practices. Emergent Practices of Learning Analytics in K-12 Classrooms, edited by Dr. Nurdan Kavakl? Uluta? and Dr. Devrim Höl offers a comprehensive solution to these challenges. This book gathers academic scholars to explore practical perspectives on applying learning analytics in K-12 classrooms, combining qualitative and quantitative methodologies. Addressing topics such as predictive analytics, ethical considerations, and future directions, it empowers educators to make data-driven decisions, creating engaging learning experiences for improved student outcomes. By embracing the insights and recommendations presented in this book, academic scholars can confidently navigate the realm of learning analytics and shape the future of K-12 education.

Perspectives on Learning Analytics for Maximizing Student Outcomes

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Publisher : IGI Global
ISBN 13 : 1668495287
Total Pages : 479 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Perspectives on Learning Analytics for Maximizing Student Outcomes by : Durak, Gürhan

Download or read book Perspectives on Learning Analytics for Maximizing Student Outcomes written by Durak, Gürhan and published by IGI Global. This book was released on 2023-10-24 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maximizing student outcomes in education presents a significant challenge, as traditional assessment methods often fall short in providing actionable insights for improvement. Perspectives on Learning Analytics for Maximizing Student Outcomes addresses this challenge by offering a comprehensive solution. Edited by esteemed scholars Gürhan Durak and Serkan Çankaya, this book provides innovative knowledge and practical experiences on emerging technologies and processes in learning analytics. It covers topics such as data collection, visualization, predictive analytics, and ethical considerations, serving as a guide for academic scholars, technology enthusiasts, and educational institutions. This book empowers professionals and researchers to leverage learning analytics effectively, enabling data-informed decision-making, improved teaching practices, and tailored educational programs. By presenting best practices and future directions, it equips readers with the necessary tools to optimize learning environments and drive student success. With a focus on the transformative potential of learning analytics, this book propels education toward a more efficient and effective system that prioritizes student outcomes.

Connecting High-Leverage Practices to Student Success

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Publisher : Corwin Press
ISBN 13 : 1071920847
Total Pages : 289 pages
Book Rating : 4.0/5 (719 download)

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Book Synopsis Connecting High-Leverage Practices to Student Success by : Melissa C. Jenkins

Download or read book Connecting High-Leverage Practices to Student Success written by Melissa C. Jenkins and published by Corwin Press. This book was released on 2023-07-11 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transform classrooms and student performance with evidence-based, effective practices Two brains are better than one, as the saying goes, and this is especially true in education. Educators who employ effective collaboration and co-teaching greatly amplify student engagement, achievement, and growth, particularly for those learners needing extra support. Written by two of the nation’s top experts in co-teaching, Connecting High-Leverage Practices to Student Success is an essential, reader-friendly guide for educators and instructional leaders who are passionate about creating truly inclusive classrooms where all students thrive— academically, behaviorally, socially, and emotionally. Inside, authors Melissa Jenkins and Wendy Murawski provide: Three clearly defined steps to build a strong foundation, leverage collaboration, and support students’ growth A laser focus on high-leverage and evidence-based practices for general and special education that optimize educators’ impact, including collaboration, instruction, assessment, and social emotional/behavior skills Seamless integration of practices within MTSS and RTI processes to meet the needs of all learners Countless and concrete samples, examples, tools, reflection exercises, and supplemental materials that enable you to move from theory to immediate instructional practice Positioning collaboration as the catalyst to maximizing high-leverage and evidence-based practices for the success of all students, this easy-to-use handbook belongs on the desk of every teacher working toward a truly inclusive environment.

Intelligent Data Analysis for e-Learning

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Publisher : Morgan Kaufmann
ISBN 13 : 0128045450
Total Pages : 194 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Intelligent Data Analysis for e-Learning by : Jorge Miguel

Download or read book Intelligent Data Analysis for e-Learning written by Jorge Miguel and published by Morgan Kaufmann. This book was released on 2016-09-06 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Data Analysis for e-Learning: Enhancing Security and Trustworthiness in Online Learning Systems addresses information security within e-Learning based on trustworthiness assessment and prediction. Over the past decade, many learning management systems have appeared in the education market. Security in these systems is essential for protecting against unfair and dishonest conduct—most notably cheating—however, e-Learning services are often designed and implemented without considering security requirements. This book provides functional approaches of trustworthiness analysis, modeling, assessment, and prediction for stronger security and support in online learning, highlighting the security deficiencies found in most online collaborative learning systems. The book explores trustworthiness methodologies based on collective intelligence than can overcome these deficiencies. It examines trustworthiness analysis that utilizes the large amounts of data-learning activities generate. In addition, as processing this data is costly, the book offers a parallel processing paradigm that can support learning activities in real-time. The book discusses data visualization methods for managing e-Learning, providing the tools needed to analyze the data collected. Using a case-based approach, the book concludes with models and methodologies for evaluating and validating security in e-Learning systems. Indexing: The books of this series are submitted to EI-Compendex and SCOPUS - Provides guidelines for anomaly detection, security analysis, and trustworthiness of data processing - Incorporates state-of-the-art, multidisciplinary research on online collaborative learning, social networks, information security, learning management systems, and trustworthiness prediction - Proposes a parallel processing approach that decreases the cost of expensive data processing - Offers strategies for ensuring against unfair and dishonest assessments - Demonstrates solutions using a real-life e-Learning context

Basics of Cold Calling Techniques

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Author :
Publisher : Cybellium
ISBN 13 : 183679214X
Total Pages : 223 pages
Book Rating : 4.8/5 (367 download)

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Book Synopsis Basics of Cold Calling Techniques by :

Download or read book Basics of Cold Calling Techniques written by and published by Cybellium . This book was released on with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

Business Intelligence Career Master Plan

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Publisher : Packt Publishing Ltd
ISBN 13 : 1801079692
Total Pages : 284 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis Business Intelligence Career Master Plan by : Eduardo Chavez

Download or read book Business Intelligence Career Master Plan written by Eduardo Chavez and published by Packt Publishing Ltd. This book was released on 2023-08-31 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the foundations of business intelligence, sector trade-offs, organizational structures, and technology stacks while mastering coursework, certifications, and interview success strategies Purchase of the print or Kindle book includes a free PDF eBook Key Features Identify promising job opportunities and ideal entry point into BI Build, design, implement, and maintain BI systems successfully Ace your BI interview with author's expert guidance on certifications, trainings, and courses Book DescriptionNavigating the challenging path of a business intelligence career requires you to consider your expertise, interests, and skills. Business Intelligence Career Master Plan explores key skills like stacks, coursework, certifications, and interview advice, enabling you to make informed decisions about your BI journey. You’ll start by assessing the different roles in BI and matching your skills and career with the tech stack. You’ll then learn to build taxonomy and a data story using visualization types. Additionally, you’ll explore the fundamentals of programming, frontend development, backend development, software development lifecycle, and project management, giving you a broad view of the end-to-end BI process. With the help of the author’s expert advice, you’ll be able to identify what subjects and areas of study are crucial and would add significant value to your skill set. By the end of this book, you’ll be well-equipped to make an informed decision on which of the myriad paths to choose in your business intelligence journey based on your skill set and interests.What you will learn Understand BI roles, roadmap, and technology stack Accelerate your career and land your first job in the BI industry Build the taxonomy of various data sources for your organization Use the AdventureWorks database and PowerBI to build a robust data model Create compelling data stories using data visualization Automate, templatize, standardize, and monitor systems for productivity Who this book is for This book is for BI developers and business analysts who are passionate about data and are looking to advance their proficiency and career in business intelligence. While foundational knowledge of tools like Microsoft Excel is required, having a working knowledge of SQL, Python, Tableau, and major cloud providers such as AWS or GCP will be beneficial.

Organizational Data Mining

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Publisher : IGI Global
ISBN 13 : 1591401356
Total Pages : 371 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Organizational Data Mining by : Hamid R. Nemati

Download or read book Organizational Data Mining written by Hamid R. Nemati and published by IGI Global. This book was released on 2004-01-01 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mountains of business data are piling up in organizations every day. These organizations collect data from multiple sources, both internal and external. These sources include legacy systems, customer relationship management and enterprise resource planning applications, online and e-commerce systems, government organizations and business suppliers and partners. A recent study from the University of California at Berkeley found the amount of data organizations collect and store in enterprise databases doubles every year, and slightly more than half of this data will consist of "reference information," which is the kind of information strategic business applications and decision support systems demand (Kestelyn, 2002). Terabyte-sized (1,000 megabytes) databases are commonplace in organizations today, and this enormous growth will make petabyte-sized databases (1,000 terabytes) a reality within the next few years (Whiting, 2002). By 2004 the Gartner Group estimates worldwide data volumes will be 30 times those of 1999, which translates into more data having been produced in the last 30 years than during the previous 5,000 (Wurman, 1989).

Handbook of Complementary, Alternative, and Integrative Medicine

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Author :
Publisher : CRC Press
ISBN 13 : 1040154913
Total Pages : 535 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Handbook of Complementary, Alternative, and Integrative Medicine by : Yaser Mohammed Al-Worafi

Download or read book Handbook of Complementary, Alternative, and Integrative Medicine written by Yaser Mohammed Al-Worafi and published by CRC Press. This book was released on 2024-10-29 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: Six volumes combine to make up the Handbook of Complementary, Alternative, and Integrative Medicine: Education, Practice, and Research, which describes the education, practice, and research-related issues of complementary, alternative, and integrative medicine; and its efficacy and safety in treating diseases and health conditions. Further the volumes review integrative medicine around the world to share the best practices and experiences in terms of education, practice, and research; and identify the challenges and suggest recommendations to overcome them. The 20 chapters of Volume 3 focus on complementary, alternative, and integrative medicine research-related issues. It begins with a history of complementary, alternative, and integrative medicine research and continues with coverage of the different research issues such as complementary and alternative medicine (CAM) research importance, plans, proposals, funding, ethical issues, study designs, methods, advantages and disadvantages for each method, best practices in CAM research, and publications. Key Features: · Describes the complementary, alternative, and integrative medicine research-related issues · Describes the complementary and alternative medicine importance, plans and funding issues · Describes the complementary, alternative, and integrative medicine research methodology with examples · Describes the challenges of complementary, alternative, and integrative medicine research and suggest recommendations to overcome them