Big Data Analysis Using Machine Learning for Social Scientists and Criminologists

Download Big Data Analysis Using Machine Learning for Social Scientists and Criminologists PDF Online Free

Author :
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527536793
Total Pages : 311 pages
Book Rating : 4.5/5 (275 download)

DOWNLOAD NOW!


Book Synopsis Big Data Analysis Using Machine Learning for Social Scientists and Criminologists by : Juyoung Song

Download or read book Big Data Analysis Using Machine Learning for Social Scientists and Criminologists written by Juyoung Song and published by Cambridge Scholars Publishing. This book was released on 2019-07-12 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed description of the entire study process concerning gathering and analysing big data and making observations to develop a crime-prediction model that utilizes its findings. It offers an in-depth discussion of several processes, including text mining, which extracts useful information from online documents; opinion mining, which analyses the emotions contained in documents; machine learning for crime prediction; and visualization analysis. To accurately predict crimes using machine learning, it is necessary to procure high-quality training data. Machine learning combined with high-quality data can be used to develop excellent crime-prediction artificial intelligences. As such, the book will serve to be a practical guide to anyone wishing to predict rapidly-changing social phenomena and draw creative conclusions using big-data analysis.

Big Data and Social Science

Download Big Data and Social Science PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1498751431
Total Pages : 493 pages
Book Rating : 4.4/5 (987 download)

DOWNLOAD NOW!


Book Synopsis Big Data and Social Science by : Ian Foster

Download or read book Big Data and Social Science written by Ian Foster and published by CRC Press. This book was released on 2016-08-10 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.

Proceedings of 8th Edition of International Conference on Big Data & Data Science 2019

Download Proceedings of 8th Edition of International Conference on Big Data & Data Science 2019 PDF Online Free

Author :
Publisher : EuroScicon
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4./5 ( download)

DOWNLOAD NOW!


Book Synopsis Proceedings of 8th Edition of International Conference on Big Data & Data Science 2019 by : Euroscicon

Download or read book Proceedings of 8th Edition of International Conference on Big Data & Data Science 2019 written by Euroscicon and published by EuroScicon. This book was released on 2019-02-24 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: March 04-05, 2019, Barcelona, Spain Key Topics: Big Data Analytics ,Big Data Algorithms ,Big Data In Bioinformatics ,Data Mining With Big Data ,Visualization In Big Data ,Big Data In Neural Network For Deep Learning ,High Performance Computing For Big Data ,Machine Learning In Data Science ,Open Science In Big Data ,Hadoop Map-Reduce For Analyzing Information ,Regression In Data Science ,Big Data Applications

Methods of Criminology and Criminal Justice Research

Download Methods of Criminology and Criminal Justice Research PDF Online Free

Author :
Publisher : Emerald Group Publishing
ISBN 13 : 1787698653
Total Pages : 213 pages
Book Rating : 4.7/5 (876 download)

DOWNLOAD NOW!


Book Synopsis Methods of Criminology and Criminal Justice Research by : Mathieu Deflem

Download or read book Methods of Criminology and Criminal Justice Research written by Mathieu Deflem and published by Emerald Group Publishing. This book was released on 2019-08-26 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: As scholarly work on crime, deviance, criminal justice, and social control advances and sophisticated methods of investigation develop, chapter authors demonstrate the methodological maturity and diversity of current empirical research in criminology and criminal justice.

Handbook on Risk and Need Assessment

Download Handbook on Risk and Need Assessment PDF Online Free

Author :
Publisher : Routledge
ISBN 13 : 1317402820
Total Pages : 650 pages
Book Rating : 4.3/5 (174 download)

DOWNLOAD NOW!


Book Synopsis Handbook on Risk and Need Assessment by : Faye S. Taxman

Download or read book Handbook on Risk and Need Assessment written by Faye S. Taxman and published by Routledge. This book was released on 2016-11-10 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook on Risk and Need Assessment: Theory and Practice covers risk assessments for individuals being considered for parole or probation. Evidence-based approaches to such decisions help take the emotion and politics out of community corrections. As the United States begins to back away from ineffective, expensive policies of mass incarceration, this handbook will provide the resources needed to help ensure both public safety and the effective rehabilitation of offenders. The ASC Division on Corrections & Sentencing Handbook Series will publish volumes on topics ranging from violence risk assessment to specialty courts for drug users, veterans, or the mentally ill. Each thematic volume focuses on a single topical issue that intersects with corrections and sentencing research.

Researching Cybercrimes

Download Researching Cybercrimes PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030748375
Total Pages : 548 pages
Book Rating : 4.0/5 (37 download)

DOWNLOAD NOW!


Book Synopsis Researching Cybercrimes by : Anita Lavorgna

Download or read book Researching Cybercrimes written by Anita Lavorgna and published by Springer Nature. This book was released on 2021-07-29 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book promotes and facilitates cybercrime research by providing a cutting-edge collection of perspectives on the critical usage of online data across platforms, as well as the implementation of both traditional and innovative analysis methods. The accessibility, variety and wealth of data available online presents substantial opportunities for researchers from different disciplines to study cybercrimes and, more generally, human behavior in cyberspace. The unique and dynamic characteristics of cyberspace often demand cross-disciplinary and cross-national research endeavors, but disciplinary, cultural and legal differences can hinder the ability of researchers to collaborate. This work also provides a review of the ethics associated with the use of online data sources across the globe. The authors are drawn from multiple disciplines and nations, providing unique insights into the value and challenges evident in online data use for cybercrime scholarship. It is a key text for researchers at the upper undergraduate level and above.

Handbook of Computational Social Science, Volume 1

Download Handbook of Computational Social Science, Volume 1 PDF Online Free

Author :
Publisher : Taylor & Francis
ISBN 13 : 1000448584
Total Pages : 417 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!


Book Synopsis Handbook of Computational Social Science, Volume 1 by : Uwe Engel

Download or read book Handbook of Computational Social Science, Volume 1 written by Uwe Engel and published by Taylor & Francis. This book was released on 2021-11-10 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This first volume focuses on the scope of computational social science, ethics, and case studies. It covers a range of key issues, including open science, formal modeling, and the social and behavioral sciences. This volume explores major debates, introduces digital trace data, reviews the changing survey landscape, and presents novel examples of computational social science research on sensing social interaction, social robots, bots, sentiment, manipulation, and extremism in social media. The volume not only makes major contributions to the consolidation of this growing research field but also encourages growth in new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientifi c and engineering sectors.

Machine Learning for Criminology and Crime Research

Download Machine Learning for Criminology and Crime Research PDF Online Free

Author :
Publisher : Taylor & Francis
ISBN 13 : 1000596559
Total Pages : 195 pages
Book Rating : 4.0/5 (5 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning for Criminology and Crime Research by : Gian Maria Campedelli

Download or read book Machine Learning for Criminology and Crime Research written by Gian Maria Campedelli and published by Taylor & Francis. This book was released on 2022-06-09 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning for Criminology and Crime Research: At the Crossroads reviews the roots of the intersection between machine learning, artificial intelligence (AI), and research on crime; examines the current state of the art in this area of scholarly inquiry; and discusses future perspectives that may emerge from this relationship. As machine learning and AI approaches become increasingly pervasive, it is critical for criminology and crime research to reflect on the ways in which these paradigms could reshape the study of crime. In response, this book seeks to stimulate this discussion. The opening part is framed through a historical lens, with the first chapter dedicated to the origins of the relationship between AI and research on crime, refuting the "novelty narrative" that often surrounds this debate. The second presents a compact overview of the history of AI, further providing a nontechnical primer on machine learning. The following chapter reviews some of the most important trends in computational criminology and quantitatively characterizing publication patterns at the intersection of AI and criminology, through a network science approach. This book also looks to the future, proposing two goals and four pathways to increase the positive societal impact of algorithmic systems in research on crime. The sixth chapter provides a survey of the methods emerging from the integration of machine learning and causal inference, showcasing their promise for answering a range of critical questions. With its transdisciplinary approach, Machine Learning for Criminology and Crime Research is important reading for scholars and students in criminology, criminal justice, sociology, and economics, as well as AI, data sciences and statistics, and computer science.

Against Cybercrime

Download Against Cybercrime PDF Online Free

Author :
Publisher : Taylor & Francis
ISBN 13 : 1000935094
Total Pages : 186 pages
Book Rating : 4.0/5 (9 download)

DOWNLOAD NOW!


Book Synopsis Against Cybercrime by : Kevin F. Steinmetz

Download or read book Against Cybercrime written by Kevin F. Steinmetz and published by Taylor & Francis. This book was released on 2023-09-01 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book advances a theoretically informed realist criminology of computer crime. Looking beyond current strategies of online crime control, this book argues for a new sort of policy that addresses the root causes of computer crime and criminality, reduces the harms experienced by the victims of such crimes, and does not unduly contribute to state and corporate power and surveillance. Drawing both on the proponents of realist criminology and on those who have leveled critiques of the approach, Steinmetz illustrates the contours of a realist criminology of computer crime by considering definitions of harm with online crime, the idiosyncrasies of online locality and community, the social relations of computer crime, the tension between piecemeal reform and structural changes, and other matters. Furthermore, Steinmetz surveys the methodological dimensions of computer crime research, offers a critique of positivist “computational criminology,” and posits an agenda for computer crime policy. Against Cybercrime is an essential reading for all those engaged with cybercrime, realist criminology, criminological theory, and social harm online.

Knowledge Discovery in the Social Sciences

Download Knowledge Discovery in the Social Sciences PDF Online Free

Author :
Publisher : University of California Press
ISBN 13 : 0520339991
Total Pages : 263 pages
Book Rating : 4.5/5 (23 download)

DOWNLOAD NOW!


Book Synopsis Knowledge Discovery in the Social Sciences by : Xiaoling Shu

Download or read book Knowledge Discovery in the Social Sciences written by Xiaoling Shu and published by University of California Press. This book was released on 2020-02-04 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes—including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods—the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: • appreciate the role of data mining in scientific research • develop an understanding of fundamental concepts of data mining and knowledge discovery • use software to carry out data mining tasks • select and assess appropriate models to ensure findings are valid and meaningful • develop basic skills in data preparation, data mining, model selection, and validation • apply concepts with end-of-chapter exercises and review summaries

The Oxford Handbook of Criminology

Download The Oxford Handbook of Criminology PDF Online Free

Author :
Publisher : Oxford University Press
ISBN 13 : 0198860919
Total Pages : 1020 pages
Book Rating : 4.1/5 (988 download)

DOWNLOAD NOW!


Book Synopsis The Oxford Handbook of Criminology by : Alison Liebling

Download or read book The Oxford Handbook of Criminology written by Alison Liebling and published by Oxford University Press. This book was released on 2023-06-02 with total page 1020 pages. Available in PDF, EPUB and Kindle. Book excerpt: With contributions from leading authorities, this is the definitive guide to current criminological theory, research, and policy.The Oxford Handbook of Criminology provides a comprehensive collection of chapters covering the core and emerging topics studied on criminology courses, indispensable to students, academics, and professionals alike.· 43 chapters written by over 85 leading academics exploringrelevant theory, cutting-edge research, policy developments, and current debates, encouraging students to appreciate the diverse and interdisciplinary nature of criminological discourse· Includes detailedreferences to aid further research· Chapters updated to reflect recent cases, statistics, and scholarship, as well as significant current events such as Covid-19 and social justice movements.· New chapters added presenting research on topical issues including victimology, hate crime, desistance, cybercrime, atrocity crimes, convict criminology, security and smart cities, prison abolitionism, comparative criminology, sex offending, and networkcriminology.Digital formats and resourcesThe seventh edition is available for students and institutions to purchase in a variety of formats, and is supported by online resources.- Thee-book offers a mobile experience and convenient access along with functionality tools, navigation features and links that offer extra learning support: www.oxfordtextbooks.co.uk/ebooks- The accompanying online resources include essay questions and links to useful websites for each chapter, along with guidance on answering essay questions and access to chapters from previous editions.

Knowledge of the Law in the Big Data Age

Download Knowledge of the Law in the Big Data Age PDF Online Free

Author :
Publisher : IOS Press
ISBN 13 : 1614999856
Total Pages : 306 pages
Book Rating : 4.6/5 (149 download)

DOWNLOAD NOW!


Book Synopsis Knowledge of the Law in the Big Data Age by : G. Peruginelli

Download or read book Knowledge of the Law in the Big Data Age written by G. Peruginelli and published by IOS Press. This book was released on 2019-07-23 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The changes brought about by digital technology and the consequent explosion of information known as Big Data have brought opportunities and challenges in all areas of society, and the law is no exception. This book, Knowledge of the Law in the Big Data Age contains a selection of the papers presented at the conference ‘Law via the Internet 2018’, held in Florence, Italy, on 11-12 October 2018. This annual conference of the ‘Free Access to Law Movement’ (http://www.fatlm.org) hosted more than 60 international speakers from universities, government and research bodies as well as EU institutions. Topics covered range from free access to law and Big Data and data analytics in the legal domain, to policy issues concerning access, publishing and the dissemination of legal information, tools to support democratic participation and opportunities for digital democracy. The book is divided into 3 sections: Part I provides an introductory background, covering aspects such as the evolution of legal science and models for representing the law; Part II addresses the present and future of access to law and to various legal information sources; and Part III covers updates in projects, initiatives, and concrete achievements in the field. The book provides an overview of the practical implementation of legal information systems and the tools to manage this special kind of information, as well as some of the critical issues which must be faced, and will be of interest to all those working at the intersection of law and technology.

Application of Big Data, Deep Learning, Machine Learning, and Other Advanced Analytical Techniques in Environmental Economics and Policy

Download Application of Big Data, Deep Learning, Machine Learning, and Other Advanced Analytical Techniques in Environmental Economics and Policy PDF Online Free

Author :
Publisher : Frontiers Media SA
ISBN 13 : 2889765962
Total Pages : 485 pages
Book Rating : 4.8/5 (897 download)

DOWNLOAD NOW!


Book Synopsis Application of Big Data, Deep Learning, Machine Learning, and Other Advanced Analytical Techniques in Environmental Economics and Policy by : Tsun Se Cheong

Download or read book Application of Big Data, Deep Learning, Machine Learning, and Other Advanced Analytical Techniques in Environmental Economics and Policy written by Tsun Se Cheong and published by Frontiers Media SA. This book was released on 2022-07-25 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data

Download Big Data PDF Online Free

Author :
Publisher : Routledge
ISBN 13 : 1351029681
Total Pages : 134 pages
Book Rating : 4.3/5 (51 download)

DOWNLOAD NOW!


Book Synopsis Big Data by : Benoit Leclerc

Download or read book Big Data written by Benoit Leclerc and published by Routledge. This book was released on 2020-02-14 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: The internet has launched the world into an era into which enormous amounts of data are generated every day through technologies with both positive and negative consequences. This often refers to big data . This book explores big data in organisations operating in the criminology and criminal justice fields. Big data entails a major disruption in the ways we think about and do things, which certainly applies to most organisations including those operating in the criminology and criminal justice fields. Big data is currently disrupting processes in most organisations – how different organisations collaborate with one another, how organisations develop products or services, how organisations can identify, recruit, and evaluate talent, how organisations can make better decisions based on empirical evidence rather than intuition, and how organisations can quickly implement any transformation plan, to name a few. All these processes are important to tap into, but two underlying processes are critical to establish a foundation that will permit organisations to flourish and thrive in the era of big data – creating a culture more receptive to big data and implementing a systematic data analytics-driven process within the organisation. Written in a clear and direct style, this book will appeal to students and scholars in criminology, criminal justice, sociology, and cultural studies but also to government agencies, corporate and non-corporate organisations, or virtually any other institution impacted by big data.

Machine Learning Algorithms for Signal and Image Processing

Download Machine Learning Algorithms for Signal and Image Processing PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119861829
Total Pages : 516 pages
Book Rating : 4.1/5 (198 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning Algorithms for Signal and Image Processing by : Suman Lata Tripathi

Download or read book Machine Learning Algorithms for Signal and Image Processing written by Suman Lata Tripathi and published by John Wiley & Sons. This book was released on 2022-12-01 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enables readers to understand the fundamental concepts of machine and deep learning techniques with interactive, real-life applications within signal and image processing Machine Learning Algorithms for Signal and Image Processing aids the reader in designing and developing real-world applications using advances in machine learning to aid and enhance speech signal processing, image processing, computer vision, biomedical signal processing, adaptive filtering, and text processing. It includes signal processing techniques applied for pre-processing, feature extraction, source separation, or data decompositions to achieve machine learning tasks. Written by well-qualified authors and contributed to by a team of experts within the field, the work covers a wide range of important topics, such as: Speech recognition, image reconstruction, object classification and detection, and text processing Healthcare monitoring, biomedical systems, and green energy How various machine and deep learning techniques can improve accuracy, precision rate recall rate, and processing time Real applications and examples, including smart sign language recognition, fake news detection in social media, structural damage prediction, and epileptic seizure detection Professionals within the field of signal and image processing seeking to adapt their work further will find immense value in this easy-to-understand yet extremely comprehensive reference work. It is also a worthy resource for students and researchers in related fields who are looking to thoroughly understand the historical and recent developments that have been made in the field.

Big Data Meets Survey Science

Download Big Data Meets Survey Science PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118976320
Total Pages : 784 pages
Book Rating : 4.1/5 (189 download)

DOWNLOAD NOW!


Book Synopsis Big Data Meets Survey Science by : Craig A. Hill

Download or read book Big Data Meets Survey Science written by Craig A. Hill and published by John Wiley & Sons. This book was released on 2020-09-29 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a clear view of the utility and place for survey data within the broader Big Data ecosystem This book presents a collection of snapshots from two sides of the Big Data perspective. It assembles an array of tangible tools, methods, and approaches that illustrate how Big Data sources and methods are being used in the survey and social sciences to improve official statistics and estimates for human populations. It also provides examples of how survey data are being used to evaluate and improve the quality of insights derived from Big Data. Big Data Meets Survey Science: A Collection of Innovative Methods shows how survey data and Big Data are used together for the benefit of one or more sources of data, with numerous chapters providing consistent illustrations and examples of survey data enriching the evaluation of Big Data sources. Examples of how machine learning, data mining, and other data science techniques are inserted into virtually every stage of the survey lifecycle are presented. Topics covered include: Total Error Frameworks for Found Data; Performance and Sensitivities of Home Detection on Mobile Phone Data; Assessing Community Wellbeing Using Google Street View and Satellite Imagery; Using Surveys to Build and Assess RBS Religious Flag; and more. Presents groundbreaking survey methods being utilized today in the field of Big Data Explores how machine learning methods can be applied to the design, collection, and analysis of social science data Filled with examples and illustrations that show how survey data benefits Big Data evaluation Covers methods and applications used in combining Big Data with survey statistics Examines regulations as well as ethical and privacy issues Big Data Meets Survey Science: A Collection of Innovative Methods is an excellent book for both the survey and social science communities as they learn to capitalize on this new revolution. It will also appeal to the broader data and computer science communities looking for new areas of application for emerging methods and data sources.

Research Handbook of Comparative Criminal Justice

Download Research Handbook of Comparative Criminal Justice PDF Online Free

Author :
Publisher : Edward Elgar Publishing
ISBN 13 : 1839106387
Total Pages : 411 pages
Book Rating : 4.8/5 (391 download)

DOWNLOAD NOW!


Book Synopsis Research Handbook of Comparative Criminal Justice by : Nelken, David

Download or read book Research Handbook of Comparative Criminal Justice written by Nelken, David and published by Edward Elgar Publishing. This book was released on 2022-09-15 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: With contributions from leading experts in the field, this timely Research Handbook reconsiders the theories, assumptions, values and methods of comparative criminal justice in light of the challenges and opportunities posed by globalisation, deglobalisation and transnationalisation.