Operations Research And Analytics In Latin America

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Operations Research and Analytics in Latin America

Author : Jairo R. Montoya-Torres
Publisher : Springer Nature
ISBN 13 : 303128870X
Total Pages : 234 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Operations Research and Analytics in Latin America by : Jairo R. Montoya-Torres

Download or read book Operations Research and Analytics in Latin America written by Jairo R. Montoya-Torres and published by Springer Nature. This book was released on 2023-10-04 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed research papers presented at the joint IV ASOCIO/XIX IISE Region 16 Conference held in Chia and Bogota, Colombia. The conference was organized by the Universidad de La Sabana’s Research Group on Logistics Systems, in partnership with Chapters #782 (Universidad de La Sabana), #712 (Universidad Sergio Arboleda) and #988 (Universidad de Los Andes) of the Institute of Industrial and Systems Engineers (IISE). The main emphasis of the book is on modelling and solving business-related problems in operations research, and on applying descriptive, predictive and prescriptive analytics and the management sciences to actual decision-making in organizations. Both theoretical developments and algorithm implementation are presented. A special focus is given to business problems arising in emerging economies, particularly in Latin America and the Caribbean. This book is addressed to academics, practitioners, postgraduate students and researchers in operations research, analytics and industrial engineering, as well as to undergraduate students for educational purposes. In particular, the book will appeal to the academic and research community in Latin America and the Caribbean, as it presents projects developed and implemented there. Higher education engineering programs will benefit from the findings and insights shared in the fields of industrial engineering, operations research and analytics, applied mathematics, and computer science and engineering.

Data Analytics Applications in Latin America and Emerging Economies

Author : Eduardo Rodriguez
Publisher : CRC Press
ISBN 13 : 1351673173
Total Pages : 272 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Data Analytics Applications in Latin America and Emerging Economies by : Eduardo Rodriguez

Download or read book Data Analytics Applications in Latin America and Emerging Economies written by Eduardo Rodriguez and published by CRC Press. This book was released on 2017-07-28 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on understanding the analytics knowledge management process and its comprehensive application to various socioeconomic sectors. Using cases from Latin America and other emerging economies, it examines analytics knowledge applications where a solution has been achieved. Written for business students and professionals as well as researchers, the book is filled with practical insight into applying concepts and implementing processes and solutions. The eleven case studies presented in the book incorporate the whole analytics process and are useful reference examples for applying the analytics process for SME organizations in both developing and developed economies. The cases also identify multiple tacit factors to deal with during the implementation of analytics knowledge management processes. These factors, which include data cleaning, data gathering, and interpretation of results, are not always easily identified by analytics practitioners. This book promotes the understanding of analytics methods and techniques. It guides readers through numerous techniques and methods available to analytics practitioners by explaining the strengths and weaknesses of these methods and techniques.

Leadership in Statistics and Data Science

Author : Amanda L. Golbeck
Publisher : Springer Nature
ISBN 13 : 3030600602
Total Pages : 432 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Leadership in Statistics and Data Science by : Amanda L. Golbeck

Download or read book Leadership in Statistics and Data Science written by Amanda L. Golbeck and published by Springer Nature. This book was released on 2021-03-22 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited collection brings together voices of the strongest thought leaders on diversity, equity and inclusion in the field of statistics and data science, with the goal of encouraging and steering the profession into the regular practice of inclusive and humanistic leadership. It provides futuristic ideas for promoting opportunities for equitable leadership, as well as tested approaches that have already been found to make a difference. It speaks to the challenges and opportunities of leading successful research collaborations and making strong connections within research teams. Curated with a vision that leadership takes a myriad of forms, and that diversity has many dimensions, this volume examines the nuances of leadership within a workplace environment and promotes storytelling and other competencies as critical elements of effective leadership. It makes the case for inclusive and humanistic leadership in statistics and data science, where there often remains a dearth of women and members of certain racial communities among the employees. Titled and non-titled leaders will benefit from the planning, evaluation, and structural tools offered within to contribute inclusive excellence in workplace climate, environment, and culture.

The Best Thinking in Business Analytics from the Decision Sciences Institute

Author : Merrill Warkentin
Publisher : FT Press
ISBN 13 : 0134073053
Total Pages : 455 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis The Best Thinking in Business Analytics from the Decision Sciences Institute by : Merrill Warkentin

Download or read book The Best Thinking in Business Analytics from the Decision Sciences Institute written by Merrill Warkentin and published by FT Press. This book was released on 2015-08-18 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, business success depends on making great decisions – and making them fast. Leading organizations apply sophisticated business analytics tools and technologies to evaluate vast amounts of data, glean new insights, and increase both the speed and quality of decision making. In The Best Thinking and Practices in Business Analytics from the Decision Sciences Institute, DSI has compiled award-winning and award-nominated contributions from its most recent conferences: papers that illuminate exceptionally high-value applications and research on analytics for decision-making. These papers have appeared in no other DSI collection. Explore them here, and you’ll discover powerful new opportunities for competitive advantage through analytics. For all business, academic, and organizational professionals concerned with the science of more effective decision-making; and for undergraduate students, graduate students, and certification candidates in all related fields.

Data Science, Analytics and Machine Learning with R

Author : Luiz Paulo Favero
Publisher : Academic Press
ISBN 13 : 0323859232
Total Pages : 662 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Data Science, Analytics and Machine Learning with R by : Luiz Paulo Favero

Download or read book Data Science, Analytics and Machine Learning with R written by Luiz Paulo Favero and published by Academic Press. This book was released on 2023-01-23 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science, Analytics and Machine Learning with R explains the principles of data mining and machine learning techniques and accentuates the importance of applied and multivariate modeling. The book emphasizes the fundamentals of each technique, with step-by-step codes and real-world examples with data from areas such as medicine and health, biology, engineering, technology and related sciences. Examples use the most recent R language syntax, with recognized robust, widespread and current packages. Code scripts are exhaustively commented, making it clear to readers what happens in each command. For data collection, readers are instructed how to build their own robots from the very beginning. In addition, an entire chapter focuses on the concept of spatial analysis, allowing readers to build their own maps through geo-referenced data (such as in epidemiologic research) and some basic statistical techniques. Other chapters cover ensemble and uplift modeling and GLMM (Generalized Linear Mixed Models) estimations, both linear and nonlinear. - Presents a comprehensive and practical overview of machine learning, data mining and AI techniques for a broad multidisciplinary audience - Serves readers who are interested in statistics, analytics and modeling, and those who wish to deepen their knowledge in programming through the use of R - Teaches readers how to apply machine learning techniques to a wide range of data and subject areas - Presents data in a graphically appealing way, promoting greater information transparency and interactive learning

Leading in Analytics

Author : Joseph A. Cazier
Publisher : John Wiley & Sons
ISBN 13 : 1119800994
Total Pages : 327 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Leading in Analytics by : Joseph A. Cazier

Download or read book Leading in Analytics written by Joseph A. Cazier and published by John Wiley & Sons. This book was released on 2023-10-31 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: A step-by-step guide for business leaders who need to manage successful big data projects Leading in Analytics: The Critical Tasks for Executives to Master in the Age of Big Data takes you through the entire process of guiding an analytics initiative from inception to execution. You’ll learn which aspects of the project to pay attention to, the right questions to ask, and how to keep the project team focused on its mission to produce relevant and valuable project. As an executive, you can’t control every aspect of the process. But if you focus on high-impact factors that you can control, you can ensure an effective outcome. This book describes those factors and offers practical insight on how to get them right. Drawn from best-practice research in the field of analytics, the Manageable Tasks described in this book are specific to the goal of implementing big data tools at an enterprise level. A dream team of analytics and business experts have contributed their knowledge to show you how to choose the right business problem to address, put together the right team, gather the right data, select the right tools, and execute your strategic plan to produce an actionable result. Become an analytics-savvy executive with this valuable book. Ensure the success of analytics initiatives, maximize ROI, and draw value from big data Learn to define success and failure in analytics and big data projects Set your organization up for analytics success by identifying problems that have big data solutions Bring together the people, the tools, and the strategies that are right for the job By learning to pay attention to critical tasks in every analytics project, non-technical executives and strategic planners can guide their organizations to measurable results.

Data Science and Productivity Analytics

Author : Vincent Charles
Publisher : Springer Nature
ISBN 13 : 3030433846
Total Pages : 441 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Data Science and Productivity Analytics by : Vincent Charles

Download or read book Data Science and Productivity Analytics written by Vincent Charles and published by Springer Nature. This book was released on 2020-05-23 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes a spectrum of concepts, such as performance, productivity, operations research, econometrics, and data science, for the practically and theoretically important areas of ‘productivity analysis/data envelopment analysis’ and ‘data science/big data’. Data science is defined as the collection of scientific methods, processes, and systems dedicated to extracting knowledge or insights from data and it develops on concepts from various domains, containing mathematics and statistical methods, operations research, machine learning, computer programming, pattern recognition, and data visualisation, among others. Examples of data science techniques include linear and logistic regressions, decision trees, Naïve Bayesian classifier, principal component analysis, neural networks, predictive modelling, deep learning, text analysis, survival analysis, and so on, all of which allow using the data to make more intelligent decisions. On the other hand, it is without a doubt that nowadays the amount of data is exponentially increasing, and analysing large data sets has become a key basis of competition and innovation, underpinning new waves of productivity growth. This book aims to bring a fresh look onto the various ways that data science techniques could unleash value and drive productivity from these mountains of data. Researchers working in productivity analysis/data envelopment analysis will benefit from learning about the tools available in data science/big data that can be used in their current research analyses and endeavours. The data scientists, on the other hand, will also get benefit from learning about the plethora of applications available in productivity analysis/data envelopment analysis.

Engineering Analytics

Author : Luis Rabelo
Publisher : CRC Press
ISBN 13 : 1000453758
Total Pages : 283 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Engineering Analytics by : Luis Rabelo

Download or read book Engineering Analytics written by Luis Rabelo and published by CRC Press. This book was released on 2021-09-26 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering analytics is becoming a necessary skill for every engineer. Areas such as Operations Research, Simulation, and Machine Learning can be totally transformed through massive volumes of data. This book is intended to be an introduction to Engineering Analytics that can be used to improve performance tracking, customer segmentation for resource optimization, patterns and classification strategies, and logistics control towers. Basic methods in the areas of visual, descriptive, predictive, and prescriptive analytics and Big Data are introduced. Industrial case studies and example problem demonstrations are used throughout the book to reinforce the concepts and applications. The book goes on to cover visual analytics and its relationships, simulation from the respective dimensions and Machine Learning and Artificial Intelligence from different paradigms viewpoints. The book is intended for professionals wanting to work on analytical problems, for Engineering students, Researchers, Chief-Technology Officers, and Directors that work within the areas and fields of Industrial Engineering, Computer Science, Statistics, Electrical Engineering Operations Research, and Big Data.

Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis

Author : Osman, Ibrahim H.
Publisher : IGI Global
ISBN 13 : 1466644753
Total Pages : 773 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis by : Osman, Ibrahim H.

Download or read book Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis written by Osman, Ibrahim H. and published by IGI Global. This book was released on 2013-08-31 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organizations can use the valuable tool of data envelopment analysis (DEA) to make informed decisions on developing successful strategies, setting specific goals, and identifying underperforming activities to improve the output or outcome of performance measurement. The Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis highlights the advantages of using DEA as a tool to improve business performance and identify sources of inefficiency in public and private organizations. These recently developed theories and applications of DEA will be useful for policymakers, managers, and practitioners in the areas of sustainable development of our society including environment, agriculture, finance, and higher education sectors.

Science, Technology, and Higher Education

Author : Luis Antonio Orozco
Publisher : Springer Nature
ISBN 13 : 3030807207
Total Pages : 366 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Science, Technology, and Higher Education by : Luis Antonio Orozco

Download or read book Science, Technology, and Higher Education written by Luis Antonio Orozco and published by Springer Nature. This book was released on 2021-10-19 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores the governance and management of science, technology, and innovation (STI) in relation to social inclusion and sustainability, highlighting its goal, challenges, and opportunities. Divided into two sections, it addresses the goals and institutional arrangements around sustainable development in the context of Latin American countries as well as the challenges of developing absorptive STI capacities for inclusion in the higher education institutions and systems. The chapters tackle the important role of citizen science, science diplomacy, peace building, mission-oriented policies, public innovation, institutional entrepreneurs, and policy networks. Researchers and scholars will find an opportunity to better grasp several topics and methodologies in knowledge development in the governance of STI. This interdisciplinary work presents original research on science, technology and innovation policy and governance studies in an understudied region.

Reshaping Society through Analytics, Collaboration, and Decision Support

Author : Lakshmi S. Iyer
Publisher : Springer
ISBN 13 : 3319115758
Total Pages : 269 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Reshaping Society through Analytics, Collaboration, and Decision Support by : Lakshmi S. Iyer

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.

Handbook of Operations Analytics Using Data Envelopment Analysis

Author : Shiuh-Nan Hwang
Publisher : Springer
ISBN 13 : 1489977058
Total Pages : 511 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Handbook of Operations Analytics Using Data Envelopment Analysis by : Shiuh-Nan Hwang

Download or read book Handbook of Operations Analytics Using Data Envelopment Analysis written by Shiuh-Nan Hwang and published by Springer. This book was released on 2016-07-01 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook focuses on Data Envelopment Analysis (DEA) applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining long-term competitiveness. In fact, the handbook demonstrates that DEA can be viewed as Data Envelopment Analytics. Chapters include a review of cross-efficiency evaluation; a case study on measuring the environmental performance of OECS countries; how to select a set of performance metrics in DEA with an application to American banks; a relational network model to take the operations of individual periods into account in measuring efficiencies; how the efficient frontier methods DEA and stochastic frontier analysis (SFA) can be used synergistically; and how to integrate DEA and multidimensional scaling. In other chapters, authors construct a dynamic three-stage network DEA model; a bootstrapping based methodology to evaluate returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative games; using DEA to represent the production technology and directional distance functions to measure band performance; an input-specific Luenberger energy and environmental productivity indicator; and the issue of reference set by differentiating between the uniquely found reference set and the unary and maximal types of the reference set. Finally, additional chapters evaluate and compare the technological advancement observed in different hybrid electric vehicles (HEV) market segments over the past 15 years; radial measurement of efficiency for the production process possessing multi-components under different production technologies; issues around the use of accounting information in DEA; how to use DEA environmental assessment to establish corporate sustainability; a summary of research efforts on DEA environmental assessment applied to energy in the last 30 years; and an overview of DEA and how it can be utilized alone and with other techniques to investigate corporate environmental sustainability questions.

Latin American Economic Outlook 2020 Digital Transformation for Building Back Better

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264424199
Total Pages : 308 pages
Book Rating : 4.2/5 (644 download)

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Book Synopsis Latin American Economic Outlook 2020 Digital Transformation for Building Back Better by : OECD

Download or read book Latin American Economic Outlook 2020 Digital Transformation for Building Back Better written by OECD and published by OECD Publishing. This book was released on 2020-09-24 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Latin American Economic Outlook (LEO) 2020 focuses on the role of digital transformation in helping to navigate through challenging times. The Covid-19 pandemic is having a profound impact on socio-economic conditions, accentuating the already complex scenario faced by a region with significant structural weaknesses. This unprecedented crisis comes at a time of high aspirations and reinforces the need to transform the very foundations of the development model in the region.

Supply Chain Management and Logistics in Emerging Markets

Author : Hugo Tsugunobu Yoshida Yoshizaki
Publisher : Emerald Group Publishing
ISBN 13 : 183909334X
Total Pages : 262 pages
Book Rating : 4.8/5 (39 download)

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Book Synopsis Supply Chain Management and Logistics in Emerging Markets by : Hugo Tsugunobu Yoshida Yoshizaki

Download or read book Supply Chain Management and Logistics in Emerging Markets written by Hugo Tsugunobu Yoshida Yoshizaki and published by Emerald Group Publishing. This book was released on 2020-11-19 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book presents 18 papers on Supply Chain Management and Logistics in Latin America which emerged from the second SCALE Latin American Conference in 2018. The collection covers a variety of relevant topics in SCM&L for the region, and also addresses its lack of cases and applied examples.

Narcoterrorism and Impunity in the Americas

Author : Robert J. Bunker
Publisher : Xlibris Corporation
ISBN 13 : 1524545635
Total Pages : 315 pages
Book Rating : 4.5/5 (245 download)

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Book Synopsis Narcoterrorism and Impunity in the Americas by : Robert J. Bunker

Download or read book Narcoterrorism and Impunity in the Americas written by Robert J. Bunker and published by Xlibris Corporation. This book was released on 2016-10-06 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fifth Small Wars Journal—El Centro anthology spans online journal and blog writings for all of 2015 with a thematic focus on narcoterrorism and impunity in the Americas. This anthology is composed of an About SWJ and Foundation section; a memoriam to our friend and colleague, George W. Grayson; an acronym listing; a foreword; an introduction; twenty-eight chapters; a postscript; anthology notes; and notes on its twenty-three academic, governmental, and professional contributors.

Continuos-time Markov-modulated Chains In Operations Research

Author : Alexander M Andronov
Publisher : World Scientific
ISBN 13 : 9811286175
Total Pages : 227 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Continuos-time Markov-modulated Chains In Operations Research by : Alexander M Andronov

Download or read book Continuos-time Markov-modulated Chains In Operations Research written by Alexander M Andronov and published by World Scientific. This book was released on 2024-04-22 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic models are widely used for description and an analysis of various processes in system reliability, risk, queuing, data communication, logistic and storage systems. The book contains various applications of the theory of continuous-time Markov-modulated processes in operation research. All analytical results are illustrated by numerical computations. Used algorithms allow overcoming computation difficulties successfully. For example, a calculation of transient probabilities of states for a continuous-time finite Markov chain uses eigenvalues and eigenvectors of the corresponding matrix (generator). In a more complex case of differential or integral equations, such a simple explicit form of a solution is missing. The explicit form of solution is presented by means of infinity sums of functions. For example, often we have to deal with the so-called renewal equation. Its solution is presented as an infinite sum of the renewal function. In this case, an approximation of functions of interest and iterative computation procedures are used.

Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics

Author : Taser, Pelin Yildirim
Publisher : IGI Global
ISBN 13 : 1799841871
Total Pages : 334 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics by : Taser, Pelin Yildirim

Download or read book Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics written by Taser, Pelin Yildirim and published by IGI Global. This book was released on 2021-11-05 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues. Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics is a critical reference source that provides theoretical frameworks and research findings on IoT and big data integration. Highlighting topics that include wearable sensors, machine learning, machine intelligence, and mobile computing, this book serves professionals who want to improve their understanding of the strategic role of trust at different levels of the information and knowledge society. It is therefore of most value to data scientists, computer scientists, data analysts, IT specialists, academicians, professionals, researchers, and students working in the field of information and knowledge management in various disciplines that include but are not limited to information and communication sciences, administrative sciences and management, education, sociology, computer science, etc. Moreover, the book provides insights and supports executives concerned with the management of expertise, knowledge, information, and organizational development in different types of work communities and environments.