Download or read book Speed Data and Ecosystems written by Jan Bosch and published by CRC Press. This book was released on 2017-01-06 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: As software R&D investment increases, the benefits from short feedback cycles using technologies such as continuous deployment, experimentation-based development, and multidisciplinary teams require a fundamentally different strategy and process. This book will cover the three overall challenges that companies are grappling with: speed, data and ecosystems. Speed deals with shortening the cycle time in R&D. Data deals with increasing the use of and benefit from the massive amounts of data that companies collect. Ecosystems address the transition of companies from being internally focused to being ecosystem oriented by analyzing what the company is uniquely good at and where it adds value.

Download or read book Crowdsourced Data Management written by Adam Marcus and published by . This book was released on 2015-11-18 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crowdsourced Data Management: Industry and Academic Perspectives aims to narrow the gap between academics and practitioners in this burgeoning field. It simultaneously introduces academics to real problems that practitioners encounter every day, and provides a survey of the state of the art for practitioners to incorporate into their designs.

Download or read book Macrotask Crowdsourcing written by Vassillis-Javed Khan and published by Springer. This book was released on 2019-08-06 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crowdsourcing is an emerging paradigm that promises to transform several domains: creative work, business work, cultural cooperation, etc. Crowdsourcing reflects the close-knit interplay between the latest computer technologies, the rapidly changing work model of the 21st century, and the very nature of people. The interplay makes for an exciting but at the same time challenging new field to investigate under the lens of a diverse set of disciplines, ranging from the technical to the social and from the theoretical to the applied. Early research has focused on an aspect of crowdsourcing known as micro-tasking. Micro-tasks are simple tasks (like image annotations) that anyone could perform. An emerging area is how to utilize crowdsourcing to solve problems that go beyond simple tasks towards more complex ones, that require collaboration and creativity. In juxtaposition to micro-task crowdsourcing, this book investigates macro-task crowdsourcing and its potential.

Download or read book Digital Labour Platforms and the Future of Work written by Janine Berg and published by . This book was released on 2018 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of online digital labour platforms has been one of the major transformations in the world of work over the past decade. This report provides one of the first comparative studies of working conditions on five major micro-task platforms that operate globally. It is based on an ILO survey covering 3,500 workers in 75 countries around the world and other qualitative surveys. The report analyses the working conditions on these micro-task platforms, including pay rates, work availability and intensity, social protection coverage and work-life balance. The report recommends 18 principles for ensuring decent work on digital labour platforms.

Download or read book Computational Interaction written by Antti Oulasvirta and published by Oxford University Press. This book was released on 2018 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a new perspective on how to design user interfaces called "Computational Interaction". This new method applies principles of computational thinking (abstraction, automation and analysis) to inform our understanding of how people interact with user interfaces.

Download or read book Frontiers in Massive Data Analysis written by National Research Council and published by National Academies Press. This book was released on 2013-09-03 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Download or read book Software Sourcing in the Age of Open written by Pär J. Ågerfalk and published by Springer. This book was released on 2015-04-21 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SpringerBrief discusses multiple forms of open-source-inspired outsourcing: opensourcing, innersourcing and crowdsourcing. It uses a framework-based comparison to explain the strengths and weaknesses of each approach. By pointing out characteristics along with benefits and pitfalls of each approach, the authors provide nuanced and research-based advice to managers and developers facing software sourcing decisions. The differences and commonalities of these three emerging approaches are carefully analyzed. Chapters explore the primary challenges of reliability, efficiency and robustness in open-source methods. Examples from industrial cases are included, along with extensive references to recent research. The brief concludes with a comparative analysis of approaches and outlines key implications to be aware of when outsourcing. Software Sourcing in the Age of Open: Leveraging the Unknown Workforce is designed for professionals and researchers interested in outsourcing challenges. The content is also suitable for postgraduate students interested in contemporary software sourcing approaches.

Download or read book The New World of Work written by Bashker Biswas and published by Taylor & Francis. This book was released on 2022-11-11 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Arguing that a functional approach to Human Resource Management is fast becoming obsolete, this book explores the many areas of accelerated change in the workplace and how business leaders must evolve their thinking to meet the needs of their workers and managers alike. With a clear focus on the accelerations caused by Covid-19 and how technological platforms have enabled working practices and business continuity, the book effectively lays the groundwork for a changed but well-functioning people management system. The authors present the new model of Strategic Human Asset Lifecycle Management that incorporates the drastic changes in how jobs are designed, how human talent is acquired, how work is performed, how work is rewarded and conditions set, and crucially, how labor laws must change – all to meet the fast-moving requirements of a digitized world. Enriched with cases that illustrate both well-adapted and badly-adapted organizations, as well as helpful summaries and thought-provoking challenges, this book is an essential resource for all those who aspire to great people leadership in their organizations, including HR professionals, instructors, and upper-level students.

Download or read book Invisible Labor written by Marion Crain and published by Univ of California Press. This book was released on 2016-06-28 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Demographic and technological trends have yielded new forms of work that are increasingly more precarious, globalized, and brand centered. Some of these shifts have led to a marked decrease in the visibility of work or workers. This edited collection examines situations in which technology and employment practices hide labor within the formal paid labor market, with implications for workplace activism, social policy, and law. In some cases, technological platforms, space, and temporality hide workers and sometimes obscure their tasks as well. In other situations, workers may be highly visible--indeed, the employer may rely upon the workers' aesthetics to market the branded product--but their aesthetic labor is not seen as work. In still other cases, the work occurs within a social interaction and appears as leisure--a voluntary or chosen activity--rather than as work. Alternatively, the workers themselves may be conceptualized as consumers rather than as workers. Crossing the occupational hierarchy and spectrum from high- to low-waged work, from professional to manual labor, and from production to service labor, the authors argue for a broader understanding of labor in the contemporary era. This book adopts an interdisciplinary approach that integrates perspectives from law, sociology, and industrial/labor relations"--Provided by publisher.

Download or read book Web and Big Data written by Xin Wang and published by Springer Nature. This book was released on 2020-10-15 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set, LNCS 11317 and 12318, constitutes the thoroughly refereed proceedings of the 4th International Joint Conference, APWeb-WAIM 2020, held in Tianjin, China, in September 2020. Due to the COVID-19 pandemic the conference was organizedas a fully online conference. The 42 full papers presented together with 17 short papers, and 6 demonstration papers were carefully reviewed and selected from 180 submissions. The papers are organized around the following topics: Big Data Analytics; Graph Data and Social Networks; Knowledge Graph; Recommender Systems; Information Extraction and Retrieval; Machine Learning; Blockchain; Data Mining; Text Analysis and Mining; Spatial, Temporal and Multimedia Databases; Database Systems; and Demo.

Download or read book Personalized Task Recommendation in Crowdsourcing Systems written by David Geiger and published by Springer. This book was released on 2015-09-08 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the principles of and advances in personalized task recommendation in crowdsourcing systems, with the aim of improving their overall efficiency. It discusses the challenges faced by personalized task recommendation when crowdsourcing systems channel human workforces, knowledge, skills and perspectives beyond traditional organizational boundaries. The solutions presented help interested individuals find tasks that closely match their personal interests and capabilities in a context of ever-increasing opportunities of participating in crowdsourcing activities. In order to explore the design of mechanisms that generate task recommendations based on individual preferences, the book first lays out a conceptual framework that guides the analysis and design of crowdsourcing systems. Based on a comprehensive review of existing research, it then develops and evaluates a new kind of task recommendation service that integrates with existing systems. The resulting prototype provides a platform for both the field study and the practical implementation of task recommendation in productive environments.

Download or read book digitalSTS written by Janet Vertesi and published by Princeton University Press. This book was released on 2019-05-07 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: New perspectives on digital scholarship that speak to today's computational realities Scholars across the humanities, social sciences, and information sciences are grappling with how best to study virtual environments, use computational tools in their research, and engage audiences with their results. Classic work in science and technology studies (STS) has played a central role in how these fields analyze digital technologies, but many of its key examples do not speak to today’s computational realities. This groundbreaking collection brings together a world-class group of contributors to refresh the canon for contemporary digital scholarship. In twenty-five pioneering and incisive essays, this unique digital field guide offers innovative new approaches to digital scholarship, the design of digital tools and objects, and the deployment of critically grounded technologies for analysis and discovery. Contributors cover a broad range of topics, including software development, hackathons, digitized objects, diversity in the tech sector, and distributed scientific collaborations. They discuss methodological considerations of social networks and data analysis, design projects that can translate STS concepts into durable scientific work, and much more. Featuring a concise introduction by Janet Vertesi and David Ribes and accompanied by an interactive microsite, this book provides new perspectives on digital scholarship that will shape the agenda for tomorrow’s generation of STS researchers and practitioners.

Download or read book Crowdsourced Data Management written by Guoliang Li and published by Springer. This book was released on 2019-11-08 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of crowdsourced data management. Covering all aspects including the workflow, algorithms and research potential, it particularly focuses on the latest techniques and recent advances. The authors identify three key aspects in determining the performance of crowdsourced data management: quality control, cost control and latency control. By surveying and synthesizing a wide spectrum of studies on crowdsourced data management, the book outlines important factors that need to be considered to improve crowdsourced data management. It also introduces a practical crowdsourced-database-system design and presents a number of crowdsourced operators. Self-contained and covering theory, algorithms, techniques and applications, it is a valuable reference resource for researchers and students new to crowdsourced data management with a basic knowledge of data structures and databases.

Download or read book Environmental impacts and potential of the sharing economy written by John Magne Skjelvik and published by Nordic Council of Ministers. This book was released on 2017-10-19 with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: The various sharing initiatives seen in the Nordic countries over the last years within transportation, housing/accommodation, sharing/renting of smaller capital goods and personal services could yield considerable benefits for consumers due to better quality and/or lower prices of the services. They also have a potential for emissions reductions of CO2 and local pollutants. However, savings from lower prices could lead to increased emissions from increased demand of the services (particularly transport) and increased spending on other goods and services. Depending on how consumers spend their savings, these changes could partly, wholly or more than offset the initial emission reductions. The impacts on overall CO2 emissions depend on whether the emissions are taxed, part of the emissions trading system EU ETS or not regulated at all.

Download or read book Geographic Citizen Science Design written by Artemis Skarlatidou and published by UCL Press. This book was released on 2021-02-04 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Little did Isaac Newton, Charles Darwin and other ‘gentlemen scientists’ know, when they were making their scientific discoveries, that some centuries later they would inspire a new field of scientific practice and innovation, called citizen science. The current growth and availability of citizen science projects and relevant applications to support citizen involvement is massive; every citizen has an opportunity to become a scientist and contribute to a scientific discipline, without having any professional qualifications. With geographic interfaces being the common approach to support collection, analysis and dissemination of data contributed by participants, ‘geographic citizen science’ is being approached from different angles. Geographic Citizen Science Design takes an anthropological and Human-Computer Interaction (HCI) stance to provide the theoretical and methodological foundations to support the design, development and evaluation of citizen science projects and their user-friendly applications. Through a careful selection of case studies in the urban and non-urban contexts of the Global North and South, the chapters provide insights into the design and interaction barriers, as well as on the lessons learned from the engagement of a diverse set of participants; for example, literate and non-literate people with a range of technical skills, and with different cultural backgrounds. Looking at the field through the lenses of specific case studies, the book captures the current state of the art in research and development of geographic citizen science and provides critical insight to inform technological innovation and future research in this area.

Download or read book Conversational UX Design written by Robert J. Moore and published by Morgan & Claypool. This book was released on 2019-05-29 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: With recent advances in natural language understanding techniques and far-field microphone arrays, natural language interfaces, such as voice assistants and chatbots, are emerging as a popular new way to interact with computers. They have made their way out of the industry research labs and into the pockets, desktops, cars and living rooms of the general public. But although such interfaces recognize bits of natural language, and even voice input, they generally lack conversational competence, or the ability to engage in natural conversation. Today’s platforms provide sophisticated tools for analyzing language and retrieving knowledge, but they fail to provide adequate support for modeling interaction. The user experience (UX) designer or software developer must figure out how a human conversation is organized, usually relying on commonsense rather than on formal knowledge. Fortunately, practitioners can rely on conversation science. This book adapts formal knowledge from the field of Conversation Analysis (CA) to the design of natural language interfaces. It outlines the Natural Conversation Framework (NCF), developed at IBM Research, a systematic framework for designing interfaces that work like natural conversation. The NCF consists of four main components: 1) an interaction model of “expandable sequences,” 2) a corresponding content format, 3) a pattern language with 100 generic UX patterns and 4) a navigation method of six basic user actions. The authors introduce UX designers to a new way of thinking about user experience design in the context of conversational interfaces, including a new vocabulary, new principles and new interaction patterns. User experience designers and graduate students in the HCI field as well as developers and conversation analysis students should find this book of interest.

Download or read book Collective Intelligence in Design written by Christopher Hight and published by Academy Press. This book was released on 2006-12-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring how today’s most compelling architecture is emerging from new forms of collaborative practice, this title of AD engages three predominant phenomena: architecture’s relationship with digital and telecommunication technology; the media; and economies of globalisation. The articles in the issue explore the relationship between these readings and examine, for the first time, the implications of these phenomena upon forms of architectural invention and production. While much attention has been focused upon the influence of digital media on architectural form and technique, little has examined its far broader implications for forms of architectural practice. Yet, as with modernism and the professionalization of architecture at the end of the 19th century and the rise of architectural corporations in the mid-20th century, the future of architectural design will inevitably depend upon reconfigurations of architectural authorship.