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Author: Daqing He Publisher: Springer Nature ISBN: 3031022998 Category : Computers Languages : en Pages : 90
Book Description
Collaboration among scholars has always been recognized as a fundamental feature of scientific discovery. The ever-increasing diversity among disciplines and complexity of research problems makes it even more compelling to collaborate in order to keep up with the fast pace of innovation and advance knowledge. Along with the rapidly developing Internet communication technologies and the increasing popularity of the social web, we have observed many important developments of scholarly collaboration on the academic social web. In this book, we review the rapid transformation of scholarly collaboration on various academic social web platforms and examine how these platforms have facilitated academics throughout their research lifecycle—from forming ideas, collecting data, and authoring articles to disseminating findings. We refer to the term "academic social web platforms" in this book as a category of Web 2.0 tools or online platforms (such as CiteULike, Mendeley, Academia.edu, and ResearchGate) that enable and facilitate scholarly information exchange and participation. We will also examine scholarly collaboration behaviors including sharing academic resources, exchanging opinions, following each other's research, keeping up with current research trends, and, most importantly, building up their professional networks. Inspired by the model developed Olson et al. [2000] on factors for successful scientific collaboration, our examination of the status of scholarly collaboration on the academic social web has four emphases: technology readiness, coupling work, building common ground, and collaboration readiness. Finally, we talk about the insights and challenges of all these online scholarly collaboration activities imposed on the research communities who are engaging in supporting online scholarly collaboration. This book aims to help researchers and practitioners understand the development of scholarly collaboration on the academic social web, and to build up an active community of scholars who are interested in this topic.
Author: Daqing He Publisher: Springer Nature ISBN: 3031022998 Category : Computers Languages : en Pages : 90
Book Description
Collaboration among scholars has always been recognized as a fundamental feature of scientific discovery. The ever-increasing diversity among disciplines and complexity of research problems makes it even more compelling to collaborate in order to keep up with the fast pace of innovation and advance knowledge. Along with the rapidly developing Internet communication technologies and the increasing popularity of the social web, we have observed many important developments of scholarly collaboration on the academic social web. In this book, we review the rapid transformation of scholarly collaboration on various academic social web platforms and examine how these platforms have facilitated academics throughout their research lifecycle—from forming ideas, collecting data, and authoring articles to disseminating findings. We refer to the term "academic social web platforms" in this book as a category of Web 2.0 tools or online platforms (such as CiteULike, Mendeley, Academia.edu, and ResearchGate) that enable and facilitate scholarly information exchange and participation. We will also examine scholarly collaboration behaviors including sharing academic resources, exchanging opinions, following each other's research, keeping up with current research trends, and, most importantly, building up their professional networks. Inspired by the model developed Olson et al. [2000] on factors for successful scientific collaboration, our examination of the status of scholarly collaboration on the academic social web has four emphases: technology readiness, coupling work, building common ground, and collaboration readiness. Finally, we talk about the insights and challenges of all these online scholarly collaboration activities imposed on the research communities who are engaging in supporting online scholarly collaboration. This book aims to help researchers and practitioners understand the development of scholarly collaboration on the academic social web, and to build up an active community of scholars who are interested in this topic.
Author: Amy Mollett Publisher: SAGE ISBN: 1526414236 Category : Social Science Languages : en Pages : 388
Book Description
This dynamic, engaging guide empowers you to go beyond bar charts and jargon-filled journal articles to bring your research online and present it in a way that highlights and maximises its relevance through social media. Drawing upon a wealth of timely, real-world examples, the authors present a framework for fully incorporating social media within each step of the research process. From visualising available data to tailoring social media to meet your needs, this book explores proactive ways to share cutting edge research. A complete ‘how to’ for communicating research through blogs, podcasts, data visualisations, and video, it teaches you how to use social media to: create and share images, audio, and video in ways that positively impacts your research connect and collaborate with other researchers measure and quantify research communication efforts for funders provide research evidence in innovative digital formats reach wider, more engaged audiences in academia and beyond Through practical advice and actionable strategies, this book shows how to achieve and sustain your research impact through social media.
Author: Liqiang Nie Publisher: Springer Nature ISBN: 3031023005 Category : Computers Languages : en Pages : 102
Book Description
With the proliferation of social network services, more and more social users, such as individuals and organizations, are simultaneously involved in multiple social networks for various purposes. In fact, multiple social networks characterize the same social users from different perspectives, and their contexts are usually consistent or complementary rather than independent. Hence, as compared to using information from a single social network, appropriate aggregation of multiple social networks offers us a better way to comprehensively understand the given social users. Learning across multiple social networks brings opportunities to new services and applications as well as new insights on user online behaviors, yet it raises tough challenges: (1) How can we map different social network accounts to the same social users? (2) How can we complete the item-wise and block-wise missing data? (3) How can we leverage the relatedness among sources to strengthen the learning performance? And (4) How can we jointly model the dual-heterogeneities: multiple tasks exist for the given application and each task has various features from multiple sources? These questions have been largely unexplored to date. We noticed this timely opportunity, and in this book we present some state-of-the-art theories and novel practical applications on aggregation of multiple social networks. In particular, we first introduce multi-source dataset construction. We then introduce how to effectively and efficiently complete the item-wise and block-wise missing data, which are caused by the inactive social users in some social networks. We next detail the proposed multi-source mono-task learning model and its application in volunteerism tendency prediction. As a counterpart, we also present a mono-source multi-task learning model and apply it to user interest inference. We seamlessly unify these models with the so-called multi-source multi-task learning, and demonstrate several application scenarios, such as occupation prediction. Finally, we conclude the book and figure out the future research directions in multiple social network learning, including the privacy issues and source complementarity modeling. This is preliminary research on learning from multiple social networks, and we hope it can inspire more active researchers to work on this exciting area. If we have seen further it is by standing on the shoulders of giants.
Author: Phindile Zifikile Shangase Publisher: Vernon Press ISBN: 1648896855 Category : Education Languages : en Pages : 311
Book Description
There has been a recent surge of interest in the concept of co-teaching and co-research across institutions of HE locally and globally, as a response to limited international mobility due to COVID-19. We see co-teaching and co-research as teaching and research that connects educators and learners across different institutions and different contexts, be it across South Africa, Africa or the world. Co-teaching and co-research is linked in this book to the term ‘networked learning’, following the Networked Learning Editorial Collective’s emphasis on relationships and collaboration rather than technology and foregrounding our strong commitment to social justice. Our collective experiences have shown that co-teaching and co-research are not easy endeavours, especially when they involve differently positioned and differently resourced contexts, students and academics. While these collaborations are enriching and exciting, they need careful support, preparation and time for sustained relationship building – topics that we find are not necessarily discussed in the literature around co-teaching and co-research. This book is an attempt towards closing this gap in knowledge by providing a range of chapters documenting personal experiences of academics and practitioners engaging in co-teaching and co-research across the African continent and beyond, facilitated by various networked learning tools and technologies. Framed by a spirit of sharing and connection, the book provides insights into the benefits and challenges of such collaborations, affordances of technologies to bridge unequal divides, emerging practices of continental collaboration and beyond. Additionally, the book provides an unusually honest and nuanced view on co-teaching and co-research across contexts of inequalities, foregrounding relationship- and community-building rather than technology and emphasising the importance of sustained connection and reflection in these collaborations. Applying a wide range of critical theoretical frameworks, these evidence-based but also reflective and reflexive contributions are a unique and important reminder that behind and through our screens, we connect as humans who yearn to learn from each other, but also need to learn how to learn from each other, when we do not share the same world views.
Author: Susanne Ørnager Publisher: Springer Nature ISBN: 3031023145 Category : Computers Languages : en Pages : 101
Book Description
This book focuses on the methodologies, organization, and communication of digital image collection research that utilizes social media content. ("Image" is here understood as a cultural, conventional, and commercial—stock photo—representation.) The lecture offers expert views that provide different interpretations of images and their potential implementations. Linguistic and semiotic methodologies as well as eye-tracking research are employed to both analyze images and comprehend how humans consider them, including which salient features generally attract viewers' attention. This literature review covers image—specifically photographic—research since 2005, when major social media platforms emerged. A citation analysis includes an overview of co-citation maps that demonstrate the nexus of image research literature and the journals in which they appear. Eye tracking tests whether scholarly templates focus on the proper features of an image, such as people, objects, time, etc., and if a prescribed theme affects the eye movements of the observer. The results may point to renewed requirements for building image search engines. As it stands, image management already requires new algorithms and a new understanding that involves text recognition and very large database processing. The aim of this book is to present different image research areas and demonstrate the challenges image research faces. The book's scope is, by necessity, far from comprehensive, since the field of digital image research does not cover fake news, image manipulation, mobile photos, etc.; these issues are very complex and need a publication of their own. This book should primarily be useful for students in library and information science, psychology, and computer science.
Author: Baskaran, C. Publisher: IGI Global ISBN: 166848806X Category : Language Arts & Disciplines Languages : en Pages : 259
Book Description
The storage of information lies within the basic components called binary devices, and at present, storage media falls into two categoriesrandom and serial (or sequential) accesswhich require different amounts of time to access a given piece of data. The typical serial-access medium is magnetic tape, which has a storage density that has increased considerably over the years. Vast quantities of source data are collected, digitized, and compressed automatically by means of unique instruments in fields such as astronomy, environmental monitoring, scientific experimentation and modelling, and national security. Information capture that is generated by an individual, in the form of packages of symbols called documents, is accomplished by manual and, increasingly, automatic techniques. Data that is entered into instruments manually, such as keyboard strikes, is a process that is comparatively slow and error-prone and often requires the use of computer programs with supporting editing software for formatting, grammar, spelling, and more. With the evolution of technology and its impact on human society, the social sciences have begun to describe this new version of society as a post-industrial or the information/knowledge society. Such terms attempt to capture the unprecedented development and use of information and communication technologies and the fact that information generation, processing, and transmission have become the fundamental sources of productivity and power. An exploration into the impacts of the modern knowledge society on the ways in which academic researchers utilize, distribute, and record data from their fields of study is necessary for further comprehension, protection, and maintenance of this ever-expanding body of information. Information Literacy Skills and the Role of Social Media in Disseminating Scholarly Information in the 21st Century analyzes the various factors of information literacy skill for disseminating scholarly information in the 21st century and increases the awareness level of social media use by researchers for sharing information. Covering topics such as information literate pedagogy, information literacy instruction, and ICT and learning in the knowledge society, this book is ideal for librarians, teachers, research scholars, students of library and information science, knowledge mangers, and information scientists.
Author: Khosrow-Pour, D.B.A., Mehdi Publisher: IGI Global ISBN: 1522576029 Category : Business & Economics Languages : en Pages : 771
Book Description
Media and communication advancements allow individuals across the globe to connect in the blink of an eye. Individuals can share information and collaborate on new projects like never before while also remaining informed on global issues through ever-improving media outlets and technologies. Advanced Methodologies and Technologies in Media and Communications provides emerging research on the modern effects of media on cultures, individuals, and groups. While highlighting a range of topics such as social media use and marketing, media influence, and communication technology, this book explores how these advancements shape and further the global society. This book is an important resource for media researchers and professionals, academics, students, and communications experts seeking new information on the effective use of modern technology in communication applications.
Author: Rishiraj Saha Roy Publisher: Springer Nature ISBN: 3031795121 Category : Mathematics Languages : en Pages : 172
Book Description
Question answering (QA) systems on the Web try to provide crisp answers to information needs posed in natural language, replacing the traditional ranked list of documents. QA, posing a multitude of research challenges, has emerged as one of the most actively investigated topics in information retrieval, natural language processing, and the artificial intelligence communities today. The flip side of such diverse and active interest is that publications are highly fragmented across several venues in the above communities, making it very difficult for new entrants to the field to get a good overview of the topic. Through this book, we make an attempt towards mitigating the above problem by providing an overview of the state-of-the-art in question answering. We cover the twin paradigms of curated Web sources used in QA tasks ‒ trusted text collections like Wikipedia, and objective information distilled into large-scale knowledge bases. We discuss distinct methodologies that have been applied to solve the QA problem in both these paradigms, using instantiations of recent systems for illustration. We begin with an overview of the problem setup and evaluation, cover notable sub-topics like open-domain, multi-hop, and conversational QA in depth, and conclude with key insights and emerging topics. We believe that this resource is a valuable contribution towards a unified view on QA, helping graduate students and researchers planning to work on this topic in the near future.
Author: Michael Thelwall Publisher: Springer Nature ISBN: 3031023048 Category : Computers Languages : en Pages : 155
Book Description
In recent years there has been an increasing demand for research evaluation within universities and other research-based organisations. In parallel, there has been an increasing recognition that traditional citation-based indicators are not able to reflect the societal impacts of research and are slow to appear. This has led to the creation of new indicators for different types of research impact as well as timelier indicators, mainly derived from the Web. These indicators have been called altmetrics, webometrics or just web metrics. This book describes and evaluates a range of web indicators for aspects of societal or scholarly impact, discusses the theory and practice of using and evaluating web indicators for research assessment and outlines practical strategies for obtaining many web indicators. In addition to describing impact indicators for traditional scholarly outputs, such as journal articles and monographs, it also covers indicators for videos, datasets, software and other non-standard scholarly outputs. The book describes strategies to analyse web indicators for individual publications as well as to compare the impacts of groups of publications. The practical part of the book includes descriptions of how to use the free software Webometric Analyst to gather and analyse web data. This book is written for information science undergraduate and Master’s students that are learning about alternative indicators or scientometrics as well as Ph.D. students and other researchers and practitioners using indicators to help assess research impact or to study scholarly communication.
Author: Daqing He
Author: Daqing He
Author: Amy Mollett
Author: Liqiang Nie
Author: Phindile Zifikile Shangase
Author: Susanne Ørnager
Author: Baskaran, C.
Author: Khosrow-Pour, D.B.A., Mehdi
Author: Shudong Li
Author: Rishiraj Saha Roy
Author: Michael Thelwall