big data little data no data scholarship in the networked world mit press

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Big Data Little Data No Data

Author : Christine L. Borgman
ISBN : 9780262028561
Genre : Computers
File Size : 41. 38 MB
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"Big Data" is on the covers of Science, Nature, the Economist, and Wired magazines, on the front pages of the Wall Street Journal and the New York Times. But despite the media hyperbole, as Christine Borgman points out in this examination of data and scholarly research, having the right data is usually better than having more data; little data can be just as valuable as big data. In many cases, there are no data -- because relevant data don't exist, cannot be found, or are not available. Moreover, data sharing is difficult, incentives to do so are minimal, and data practices vary widely across disciplines.Borgman, an often-cited authority on scholarly communication, argues that data have no value or meaning in isolation; they exist within a knowledge infrastructure -- an ecology of people, practices, technologies, institutions, material objects, and relationships. After laying out the premises of her investigation -- six "provocations" meant to inspire discussion about the uses of data in scholarship -- Borgman offers case studies of data practices in the sciences, the social sciences, and the humanities, and then considers the implications of her findings for scholarly practice and research policy. To manage and exploit data over the long term, Borgman argues, requires massive investment in knowledge infrastructures; at stake is the future of scholarship.

Big Data

Author :
ISBN : LCCN:2014017233
Genre : Communication in learning and scholarship -- Technological innovations
File Size : 86. 45 MB
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Big Data For Qualitative Research

Author : Kathy A. Mills
ISBN : 9780429509292
Genre : Psychology
File Size : 34. 20 MB
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Big Data for Qualitative Research covers everything small data researchers need to know about big data, from the potentials of big data analytics to its methodological and ethical challenges. The data that we generate in everyday life is now digitally mediated, stored, and analyzed by web sites, companies, institutions, and governments. Big data is large volume, rapidly generated, digitally encoded information that is often related to other networked data, and can provide valuable evidence for study of phenomena. This book explores the potentials of qualitative methods and analysis for big data, including text mining, sentiment analysis, information and data visualization, netnography, follow-the-thing methods, mobile research methods, multimodal analysis, and rhythmanalysis. It debates new concerns about ethics, privacy, and dataveillance for big data qualitative researchers. This book is essential reading for those who do qualitative and mixed methods research, and are curious, excited, or even skeptical about big data and what it means for future research. Now is the time for researchers to understand, debate, and envisage the new possibilities and challenges of the rapidly developing and dynamic field of big data from the vantage point of the qualitative researcher.

Big Data Shocks

Author : Andrew Weiss
ISBN : 9781538103241
Genre : Language Arts & Disciplines
File Size : 75. 27 MB
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Big Data Shocks examines the roots of big data, the current climate and rising stars in this world. The book explores the issues raised by big data and discusses theoretical as well as practical approaches to managing information whose scope exists beyond the human scale.

Framing Big Data

Author : Maria Cristina Paganoni
ISBN : 9783030167882
Genre :
File Size : 68. 54 MB
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Digital Geographies

Author : James Ash
ISBN : 9781526455383
Genre : Social Science
File Size : 38. 65 MB
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As digital technologies have become part of everyday life, mediating tasks such as work, travel, consumption, production, and leisure, they are having increasingly profound effects on phenomena that are of immediate concern to geographers. These include: the production of space, spatiality and mobilities; the processes, practices, and forms of mapping; the contours of spatial knowledge and imaginaries; and, the formation and enactment of spatial knowledge politics Similarly, there are distinct geographies of digital media such as those of the internet, games, and social media that have become indispensable to geographic practice and scholarship across sub-disciplines, regardless of conceptual approach. This textbook presents a fully up-to-date, synoptic and critical overview of how digital devices, logics, methods, etc are transforming geography. It is divided into six inter-related sections introduction to digital geographies digital spaces digital methods digital cultures digital economies digital politics With illustrious instructors and researchers contributing to every chapter, Digital Geographies is the ideal textbook for courses concerning digital geographies, digital and new media and Internet communications, and the spatial knowledge of politics.

Issues And Methods In Comparative Politics

Author : Todd Landman
ISBN : 0415272696
Genre : Philosophy
File Size : 45. 17 MB
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Explores the importance of comparative politics, discusses different comparative methods, investigates the big issues of today and looks forward to the key challenges for comparative politics over the next century.

Big Data Analytics

Author : Raj Kamal
ISBN : 9789353164973
Genre : Computers
File Size : 51. 93 MB
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Big Data Analytics(BDA) is a rapidly evolving field that finds applications in many areas such as healthcare, medicine, advertising, marketing, and sales. This book dwells on all the aspects of Big Data Analytics and covers the subject in its entirety. It comprises several illustrations, sample codes, case studies and real-life analytics of datasets such as toys, chocolates, cars, and student’s GPAs. The book will serve the interests of undergraduate and post graduate students of computer science and engineering, information technology, and related disciplines. It will also be useful to software developers. Salient Features: - Comprehensive coverage on Big Data NoSQL Column-family, Object and Graph databases, programming with open-source Big Data - Hadoop and Spark ecosystem tools, such as MapReduce, Hive, Pig, Spark, Python, Mahout, Streaming, GraphX - Inclusion of latest topics machine learning, K-NN, predictive-analytics, similar and frequent item sets, clustering, decision-tree, classifiers recommenders, real-time streaming data analytics, graph networks, text, web structure, web-links, social network analytics. - Web supplement includes instructional PPT’s, solution of exercises, analysis using open source datasets of a car company, and topics for advanced learning.

Michigan Law Review

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ISBN : UCSD:31822041083346
Genre : Law reviews
File Size : 50. 1 MB
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The Architecture Of Markets

Author : Neil Fligstein
ISBN : 0691102546
Genre : Business & Economics
File Size : 72. 76 MB
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This work seeks to make sense of modern capitalism by developing a sociological theory of market institutions. Addressing the dynamism that capitalism brings with it, the author argues that the basic drift of any one market and it's actors, even allowing for competition, is toward stabilization.

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