Data Driven Learning For The Next Generation

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Data-Driven Learning for the Next Generation

Author : Peter Crosthwaite
Publisher : Routledge
ISBN 13 : 0429759363
Total Pages : 219 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Data-Driven Learning for the Next Generation by : Peter Crosthwaite

Download or read book Data-Driven Learning for the Next Generation written by Peter Crosthwaite and published by Routledge. This book was released on 2019-10-21 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite advancements in and availability of corpus software in language classrooms facilitating data-driven learning (DDL), the use of such methods with pre-tertiary learners remains rare. This book specifically explores the affordances of DDL for younger learners, testing its viability with teachers and students at the primary and secondary years of schooling. It features eminent and up-and-coming researchers from Europe, Asia, and Australasia who seek to address best practice in implementing DDL with younger learners, while providing a wealth of empirical findings and practical DDL activities ready for use in the pre-tertiary classroom. Divided into three parts, the volume's first section focuses on overcoming emerging challenges for DDL with younger learners, including where and how DDL can be integrated into pre-tertiary curricula, as well as potential barriers to this integration. It then considers new, cutting-edge innovations in corpora and corpus software for use with younger learners in the second section, before reporting on actual DDL studies performed with younger learners (and/or their teachers) at the primary and secondary levels of education. This book will appeal to post-graduate students, academics and researchers with interests in corpus linguistics, second language acquisition, primary and secondary literacy education, and language and educational technologies.

Street Data

Author : Shane Safir
Publisher : Corwin
ISBN 13 : 1071812661
Total Pages : 281 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Street Data by : Shane Safir

Download or read book Street Data written by Shane Safir and published by Corwin. This book was released on 2021-02-12 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.

Data-Driven Science and Engineering

Author : Steven L. Brunton
Publisher : Cambridge University Press
ISBN 13 : 1009098489
Total Pages : 615 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Data-Driven Science and Engineering by : Steven L. Brunton

Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

The Routledge Handbook of Corpora and English Language Teaching and Learning

Author : Reka R. Jablonkai
Publisher : Taylor & Francis
ISBN 13 : 1000568938
Total Pages : 818 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis The Routledge Handbook of Corpora and English Language Teaching and Learning by : Reka R. Jablonkai

Download or read book The Routledge Handbook of Corpora and English Language Teaching and Learning written by Reka R. Jablonkai and published by Taylor & Francis. This book was released on 2022-07-29 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Corpora and English Language Teaching and Learning provides a wide-ranging and authoritative overview of the latest developments and innovations in how corpus approaches, corpus technologies, and corpus data can inform and transform English language teaching and learning. Featuring a broad range of international experts, the Handbook presents state-of-the-art scholarship and inspires new avenues for research focusing on six key areas: English language teaching and learning informed by language corpora; corpora in syllabus and materials design; corpora and English for specific and academic purposes; learner corpora for English language teaching; data-driven learning; and corpora and corpus tools for language teaching. Unique to this pioneering volume, the authors cover key areas at the cross-roads of corpus research and English language teaching by drawing on cutting-edge corpus applications, methods, and pedagogical approaches, hence, bridging the research–practice gap in the field. This Handbook is a collection of novel contributions offering essential reading for those researching and studying English language teaching and learning through the application of corpus approaches.

New Approaches to the Investigation of Language Teaching and Literature

Author : Garcés-Manzanera, Aitor
Publisher : IGI Global
ISBN 13 : 1668460211
Total Pages : 398 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis New Approaches to the Investigation of Language Teaching and Literature by : Garcés-Manzanera, Aitor

Download or read book New Approaches to the Investigation of Language Teaching and Literature written by Garcés-Manzanera, Aitor and published by IGI Global. This book was released on 2023-04-11 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last two decades, the field of language and literature teaching has experienced considerable growth as a result of the wide array of new methodological avenues that have arisen from different angles. This paradigm shift has paved the way for the integration of newly conceived didactic resources such as the mediation of social networks for learning language or the interdisciplinarity of culturally mediated language education. It is crucial to understand this shift in order to ensure students receive the best education possible. New Approaches to the Investigation of Language Teaching and Literature presents an overview of the ongoing methodological tools, practices, research designs, and strategies used in language and literature teaching and provides education researchers and practitioners with empirically sustained evidence of teaching strategies that may be implemented in language education. Covering key topics such as language skills, adult learners, digital literacy, and learning aids, this reference work is ideal for researchers, scholars, academicians, practitioners, educators, and students.

The Routledge Handbook of Corpus Linguistics

Author : Anne O'Keeffe
Publisher : Taylor & Francis
ISBN 13 : 0429634137
Total Pages : 755 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis The Routledge Handbook of Corpus Linguistics by : Anne O'Keeffe

Download or read book The Routledge Handbook of Corpus Linguistics written by Anne O'Keeffe and published by Taylor & Francis. This book was released on 2022-02-08 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Corpus Linguistics 2e provides an updated overview of a dynamic and rapidly growing area with a widely applied methodology. Over a decade on from the first edition of the Handbook, this collection of 47 chapters from experts in key areas offers a comprehensive introduction to both the development and use of corpora as well as their ever-evolving applications to other areas, such as digital humanities, sociolinguistics, stylistics, translation studies, materials design, language teaching and teacher development, media discourse, discourse analysis, forensic linguistics, second language acquisition and testing. The new edition updates all core chapters and includes new chapters on corpus linguistics and statistics, digital humanities, translation, phonetics and phonology, second language acquisition, social media and theoretical perspectives. Chapters provide annotated further reading lists and step-by-step guides as well as detailed overviews across a wide range of themes. The Handbook also includes a wealth of case studies that draw on some of the many new corpora and corpus tools that have emerged in the last decade. Organised across four themes, moving from the basic start-up topics such as corpus building and design to analysis, application and reflection, this second edition remains a crucial point of reference for advanced undergraduates, postgraduates and scholars in applied linguistics.

Corpora for Language Learning

Author : Peter Crosthwaite
Publisher : Taylor & Francis
ISBN 13 : 1040009271
Total Pages : 280 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Corpora for Language Learning by : Peter Crosthwaite

Download or read book Corpora for Language Learning written by Peter Crosthwaite and published by Taylor & Francis. This book was released on 2024-04-23 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a diverse range of expertise and practical advice on corpus-assisted language learning, bridging the gap between corpus research and actual classroom practice. Grounded in expert discussions and interviews, the book offers an extensive exploration into the intricacies of corpus-based language pedagogy, addressing its challenges, benefits, and potential drawbacks while demonstrating the power of data-driven learning (DDL) tools, including AntConc, WordSmith Tools, and CorpusMate. The book navigates the complexities of integrating DDL into mainstream educational systems, showcasing real-world applications for teaching. The authors bring together cutting-edge, international perspectives on this topic in dialogue with those using such techniques in their classroom practice. Both a rigorous academic resource and a hands-on guide for practitioners, this book is recommended reading for educators, researchers, or anyone wanting to upskill themselves in learning to harness the power of data in language pedagogy in primary, secondary, tertiary, or other professional contexts.

Advances in Web-Based Learning – ICWL 2023

Author : Haoran Xie
Publisher : Springer Nature
ISBN 13 : 9819983851
Total Pages : 228 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Advances in Web-Based Learning – ICWL 2023 by : Haoran Xie

Download or read book Advances in Web-Based Learning – ICWL 2023 written by Haoran Xie and published by Springer Nature. This book was released on 2023-11-23 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the International Conference on Web-Based Learning, ICWL 2023, in Sydney, NSW, Australia, in November 2023. The 9 full papers together with 7 short papers included in this volume were carefully reviewed and selected from 23 submissions. The conference focuses on subjects such as Semantic Web for E-Learning, through Learning Analytics, Computer-Supported Collaborative Learning, Assessment, Pedagogical Issues, E-learning Platforms, and Tools, to Mobile Learning.

Handbook of Practical Second Language Teaching and Learning

Author : Eli Hinkel
Publisher : Taylor & Francis
ISBN 13 : 1000638332
Total Pages : 817 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Handbook of Practical Second Language Teaching and Learning by : Eli Hinkel

Download or read book Handbook of Practical Second Language Teaching and Learning written by Eli Hinkel and published by Taylor & Francis. This book was released on 2022-09-29 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This authoritative volume is a practical, comprehensive, and state-of-the-art overview of current knowledge and research on second and foreign language teaching and learning. Thorough and reader-friendly, the Handbook is organized logically into six parts that address all major areas of L2/FL teaching and learning: Part I: Learning Contexts and Language Teaching covers the diverse populations of language learners, their needs, and the challenges they face Part II: Curriculum and Instruction addresses curriculum and materials design, and includes exemplars of instructional approaches with wide applicability across contexts Part III: Listening and Speaking overviews listening pedagogy, speaking skills, and pronunciation, among other key topics Part IV: Reading and Writing includes chapters on all practical matters related to learning to write in another language, with attention to spelling, orthography, extensive reading, and more Part V: Vocabulary and Grammar discusses assumptions and practical approaches on vocabulary and grammar instruction, with attention to important topics such as academic writing and multiword expressions Part VI: Intercultural Communication and Pragmatics concludes the Handbook with an examination of language learning across social, cultural, and regional differences Bringing together leading experts in the field, the contributors offer important perspectives on major, established, and emerging topics. Each chapter overviews important developments, key research, and considerations and applications for effective second language instruction. A well-rounded, readable, and up-to-date resource, the Handbook is a compendium of the ongoing changes, innovations, and practices in L2/FL teaching and learning. It is an essential resource for students, teachers, faculty, and professionals.

New Technological Applications for Foreign and Second Language Learning and Teaching

Author : Kruk, Mariusz
Publisher : IGI Global
ISBN 13 : 1799825930
Total Pages : 388 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis New Technological Applications for Foreign and Second Language Learning and Teaching by : Kruk, Mariusz

Download or read book New Technological Applications for Foreign and Second Language Learning and Teaching written by Kruk, Mariusz and published by IGI Global. This book was released on 2020-03-13 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Population diversity is becoming more prevalent globally with increasing immigration, emigration, and refugee placement. These circumstances increase the likelihood that a child will be raised speaking a different language in the home than the common language used in each country. This necessitates the development of comprehensive strategies that promote second language learning through the adoption of new technological advancements. New Technological Applications for Foreign and Second Language Learning and Teaching is a scholarly publication that explores how the latest technologies have the potential to engage foreign and second language learners both within and outside the language classroom and to facilitate language learning and teaching in the target language. Highlighting a range of topics such as learning analytics, digital games, and telecollaboration, this book is ideal for teachers, instructional designers, curriculum developers, IT consultants, educational software developers, language learning specialists, academicians, administrators, professionals, researchers, and students.

Beyond Concordance Lines

Author : Pascual Pérez-Paredes
Publisher : John Benjamins Publishing Company
ISBN 13 : 902725849X
Total Pages : 267 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Beyond Concordance Lines by : Pascual Pérez-Paredes

Download or read book Beyond Concordance Lines written by Pascual Pérez-Paredes and published by John Benjamins Publishing Company. This book was released on 2021-12-15 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: In over 30 years of data-driven learning (DDL) research, there has been a growing sophistication in the ways we collect, analyse, and put corpus data to use. This volume takes a three-fold perspective on DDL. It first looks at DDL and its role in informing language learning theory and how it might shed light on the language development process; secondly it addresses how DDL can help us characterise learner language and inform teaching accordingly, and thirdly it showcases practical applications for the use of DDL in classrooms. The contributors to this volume examine a variety of instructional settings and languages across the world. They reflect on theoretical, methodological and classroom implications using both novel and established language learning theories, natural language processing (NLP), longitudinal research designs, and a variety of language learning targets. The present volume is an invitation from some of the leading researchers in DDL to reflect on the research avenues that will define the field in the coming years.

Academic Writing with Corpora

Author : Tatyana Karpenko-Seccombe
Publisher : Routledge
ISBN 13 : 0429594720
Total Pages : 612 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Academic Writing with Corpora by : Tatyana Karpenko-Seccombe

Download or read book Academic Writing with Corpora written by Tatyana Karpenko-Seccombe and published by Routledge. This book was released on 2020-09-21 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academic Writing with Corpora offers a step-by-step accessible guide to using concordancers and aims to help introduce data-driven learning into the academic English classroom. Addressing the challenges faced by EAP teachers when explaining to their students how to write 'naturally', this book provides a solution to the problem by placing an emphasis on learning from expert and proficient writing. In doing so, it: takes a highly practical approach; uses Lextutor, an easy-to-use, open access concordancer, whilst introducing students to tools, such as SkELL, MICUSP and BNC-English Corpora; fosters autonomous learning by demonstrating how to solve everyday difficulties in word choice and grammar; helps teachers to use corpora in teaching proficient writing and helps students to improve their academic writing by learning from the best examples in their field; guides students towards better awareness of the communicative side of academic writing. This book forms essential reading for all students on academic writing and EAP courses or who wish to improve their writing.

Corpus Use in Italian Language Pedagogy

Author : Luciana Forti
Publisher : Taylor & Francis
ISBN 13 : 1000846032
Total Pages : 231 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Corpus Use in Italian Language Pedagogy by : Luciana Forti

Download or read book Corpus Use in Italian Language Pedagogy written by Luciana Forti and published by Taylor & Francis. This book was released on 2023-03-31 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corpus Use in Italian Language Pedagogy: Exploring the Effects of Data-Driven Learning provides a comprehensive overview of corpus use in Italian L2 Pedagogy. The author addresses Italian language corpus resources, their potential uses in pedagogical settings, and the range of research methods available to evaluate their effectiveness. Overall, the book: provides a comprehensive account of Italian corpora and corpus-based research on Italian that can inform the design, implementation and evaluation of DDL practices in Italian learning and teaching contexts traces the history of DDL, by describing its origins and discussing its theoretical underpinnings, in relation to both linguistics and pedagogy examines the state-of-the-art in DDL research, in light of the available empirical evidence on both etic and emic dimensions, while placing particular emphasis on the methodological gaps illustrates the main methodological challenges in researching DDL, from corpus resource selection to empirical evaluation of its pedagogical effectiveness, and describes how they can be overcome demonstrates, by means of an in-depth case study, how the guidelines provided above can be applied when researching DDL effects in a specific second language learning and teaching context discusses the overall challenges the field faces today, while outlining some desirable avenues for future research and pedagogical practice This book will not only be of interest to those conducting research in corpus linguistics and teaching in the Italian domain, but also to those working with other languages.

Corpus Applications in Language Teaching and Research

Author : Nina Vyatkina
Publisher : Taylor & Francis
ISBN 13 : 1003816533
Total Pages : 220 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Corpus Applications in Language Teaching and Research by : Nina Vyatkina

Download or read book Corpus Applications in Language Teaching and Research written by Nina Vyatkina and published by Taylor & Francis. This book was released on 2023-12-12 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corpus Applications in Language Teaching and Research: The Case of Data-Driven Learning of German provides a historical overview of corpus applications in language teaching with a focus on German. The book identifies challenges in using corpus applications and data-driven learning (DDL) research for Languages Other Than English (LOTEs) and addresses these challenges through various approaches. Overall, this book: surveys corpus applications for teaching and learning German, highlighting the growth of the L2 German DDL field and identifying trends in integrating DDL into pedagogical practice; presents empirical research on the effectiveness of DDL applications for teaching and learning German in comparison with research on English and other LOTEs, emphasizing the need for expanding the scope of DDL research to include more languages, skills, and study types; compares teaching interventions for L2 collocations in the fields of Instructed Second Language Acquisition (ISLA) and DDL, highlighting methodological differences between the two paradigms and proposing a combined ISLA/DDL framework to bridge the disconnect; showcases a successful DDL intervention that resulted in significant learning gains in German collocation knowledge, filling a gap in DDL research; proposes an Open Educational Resource (OER) for teaching and learning German, incorporating open access corpora, learner-fit criteria, new tools and technology, and usage-based learning principles; examines the current difficulties encountered by the DDL field and highlights potential directions for future research and pedagogical approaches. This book offers insights and resources for researchers, language teaching practitioners, and students interested in corpus-based learning and teaching methods. While the focus is on teaching German to English-speaking students, the book's findings have broader applicability to language teaching and learning in different contexts.

The Routledge Handbook of Applied Linguistics

Author : Li Wei
Publisher : Taylor & Francis
ISBN 13 : 100088502X
Total Pages : 604 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis The Routledge Handbook of Applied Linguistics by : Li Wei

Download or read book The Routledge Handbook of Applied Linguistics written by Li Wei and published by Taylor & Francis. This book was released on 2023-08-30 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Applied Linguistics, published in 2011, has long been a standard introduction and essential reference point to the broad interdisciplinary field of applied linguistics. Reflecting the growth and widening scope of applied linguistics, this new edition thoroughly updates and expands coverage. It includes 27 new chapters, now consists of two complementary volumes, and covers a wide range of topics from a variety of perspectives. Volume One is organized into two sections – 'Language learning and language education' and 'Key areas and approaches in applied linguistics – and Volume Two also two sections – 'Applied linguistics in society' and 'Broadening horizons'. Each volume includes 30 chapters written by specialists from around the world. Each chapter provides an overview of the history of the topic, the main current issues, recommendations for practice, and possible future trajectories. Where appropriate, authors discuss the impact and use of new research methods in the area. Suggestions for further reading and cross-references are provided with every chapter. The Routledge Handbook of Applied Linguistics remains the authoritative overview of this dynamic field and essential reading for advanced undergraduate and postgraduate students, scholars, and researchers of applied linguistics.

Handbook of Research on Cultivating Literacy in Diverse and Multilingual Classrooms

Author : Neokleous, Georgios
Publisher : IGI Global
ISBN 13 : 1799827232
Total Pages : 767 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Cultivating Literacy in Diverse and Multilingual Classrooms by : Neokleous, Georgios

Download or read book Handbook of Research on Cultivating Literacy in Diverse and Multilingual Classrooms written by Neokleous, Georgios and published by IGI Global. This book was released on 2020-03-27 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: Literacy has traditionally been associated with the linguistic and functional ability to read and write. Although literacy, as a fundamental issue in education, has received abundant attention in the last few decades, most publications to date have focused on monolingual classrooms. Language teacher educators have a responsibility to prepare teachers to be culturally responsive and flexible so they can adapt to the range of settings and variety of learners they will encounter in their careers while also bravely questioning the assumptions they are encountering about multilingual literacy development and instruction. The Handbook of Research on Cultivating Literacy in Diverse and Multilingual Classrooms is an essential scholarly publication that explores the multifaceted nature of literacy development across the lifespan in a range of multilingual contexts. Recognizing that literacy instruction in contemporary language classrooms serving diverse student populations must go beyond developing reading and writing abilities, this book sets out to explore a wide range of literacy dimensions. It offers unique perspectives through a critical reflection on issues related to power, ownership, identity, and the social construction of literacy in multilingual societies. As a resource for use in language teacher preparation programs globally, this book will provide a range of theoretical and practical perspectives while creating space for pre- and in-service teachers to grapple with the ideas in light of their respective contexts. The book will also provide valuable insights to instructional designers, curriculum developers, linguists, professionals, academicians, administrators, researchers, and students.

Emergent Practices of Learning Analytics in K-12 Classrooms

Author : Kavakl? Uluta?, Nurdan
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.