Google's pagerank and beyond Langville, Amy N; Langville, Amy N; Meyer, Carl D
2009., 20110701, 2011, 2006, 2006-01-01, c2012
eBook
Why doesn't your home page appear on the first page of search results, even when you query your own name? How do other web pages always appear at the top? What creates these powerful rankings? And ...how? The first book ever about the science of web page rankings, Google's PageRank and Beyond supplies the answers to these and other questions and more.
An eye-opening look at the invisible workers who protect us from seeing humanity's worst on today's commercial internetSocial media on the internet can be a nightmarish place. A primary shield ...against hateful language, violent videos, and online cruelty uploaded by users is not an algorithm. It is people. Mostly invisible by design, more than 100,000 commercial content moderators evaluate posts on mainstream social media platforms: enforcing internal policies, training artificial intelligence systems, and actively screening and removing offensive material-sometimes thousands of items per day. Sarah T. Roberts, an award-winning social media scholar, offers the first extensive ethnographic study of the commercial content moderation industry. Based on interviews with workers from Silicon Valley to the Philippines, at boutique firms and at major social media companies, she contextualizes this hidden industry and examines the emotional toll it takes on its workers. This revealing investigation of the people "behind the screen" offers insights into not only the reality of our commercial internet but the future of globalized labor in the digital age.
Kollaborative Informationsdienste im Web 2.0 werden von den Internetnutzern nicht nur dazu genutzt, digitale Informationsressourcen zu produzieren, sondern auch, um sie inhaltlich mit eigenen ...Schlagworten, sog. Tags, zu erschließen. Dabei müssen die Nutzer nicht wie bei Bibliothekskatalogen auf Regeln achten. Die Menge an nutzergenerierten Tags innerhalb eines Kollaborativen Informationsdienstes wird als Folksonomy bezeichnet. Die Folksonomies dienen den Nutzern zum Wiederauffinden eigener Ressourcen und für die Recherche nach fremden Ressourcen. Das Buch beschäftigt sich mit Kollaborativen Informationsdiensten, Folksonomies als Methode der Wissensrepräsentation und als Werkzeug des Information Retrievals. In Web 2.0 users not only make heavy use of Col-laborative Information Services in order to create, publish and share digital information resources - what is more, they index and represent these re-sources via own keywords, so-called tags. The sum of this user-generated metadata of a Collaborative Information Service is also called Folksonomy. In contrast to professionally created and highly struc-tured metadata, e.g. subject headings, thesauri, clas-sification systems or ontologies, which are applied in libraries, corporate information architectures or commercial databases and which were developed according to defined standards, tags can be freely chosen by users and attached to any information resource. As one type of metadata Folksonomies provide access to information resources and serve users as retrieval tool in order to retrieve own re-sources as well as to find data of other users. The book delivers insights into typical applications of Folksonomies, especially within Collaborative Information Services, and discusses the strengths and weaknesses of Folksonomies as tools of knowl-edge representation and information retrieval. More-over, it aims at providing conceptual considerations for solving problems of Folksonomies and presents how established methods of knowledge representa-tion and models of information retrieval can successfully be transferred to them.
Networked Rainie, Lee; Wellman, Barry
MIT Press,
2012, 20120427, 2012-04-00, 2014-02-14, 2019-06-20, 20120101
eBook, Book
Daily life is connected life, its rhythms driven by endless email pings and responses, the chimes and beeps of continually arriving text messages, tweets and retweets, Facebook updates, pictures and ...videos to post and discuss. Our perpetual connectedness gives us endless opportunities to be part of the give-and-take of networking. Some worry that this new environment makes us isolated and lonely. But in Networked , Lee Rainie and Barry Wellman show how the large, loosely knit social circles of networked individuals expand opportunities for learning, problem solving, decision making, and personal interaction. The new social operating system of "networked individualism" liberates us from the restrictions of tightly knit groups; it also requires us to develop networking skills and strategies, work on maintaining ties, and balance multiple overlapping networks. Rainie and Wellman outline the "triple revolution" that has brought on this transformation: the rise of social networking, the capacity of the Internet to empower individuals, and the always-on connectivity of mobile devices. Drawing on extensive evidence, they examine how the move to networked individualism has expanded personal relationships beyond households and neighborhoods; transformed work into less hierarchical, more team-driven enterprises; encouraged individuals to create and share content; and changed the way people obtain information. Rainie and Wellman guide us through the challenges and opportunities of living in the evolving world of networked individuals.
The Social Semantic Web Breslin, John G; Passant, Alexandre; Decker, Stefan
2009, 20090919, 2009-10-16
eBook
The Social Web (including services such as MySpace, Flickr, last.fm, and WordPress) has captured the attention of millions of users as well as billions of dollars in investment and acquisition. ...Social websites, evolving around the connections between people and their objects of interest, are encountering boundaries in the areas of information integration, dissemination, reuse, portability, searchability, automation and demanding tasks like querying. The Semantic Web is an ideal platform for interlinking and performing operations on diverse person- and object-related data available from the Social Web, and has produced a variety of approaches to overcome the boundaries being experienced in Social Web application areas. After a short overview of both the Social Web and the Semantic Web, Breslin et al. describe some popular social media and social networking applications, list their strengths and limitations, and describe some applications of Semantic Web technology to address their current shortcomings by enhancing them with semantics. Across these social websites, they demonstrate a twofold approach for interconnecting the islands that are social websites with semantic technologies, and for powering semantic applications with rich community-created content. They conclude with observations on how the application of Semantic Web technologies to the Social Web is leading towards the `Social Semantic Web` (sometimes also called `Web 3.0`), forming a network of interlinked and semantically-rich content and knowledge. The book is intended for computer science professionals, researchers, and graduates interested in understanding the technologies and research issues involved in applying Semantic Web technologies to social software. Practitioners and developers interested in applications such as blogs, social networks or wikis will also learn about methods for increasing the levels of automation in these forms of Web communication.
A partir del denominado Canvas Model, se propone un modelo para la ideación estratégica de sitios web. Consiste en una herramienta visual, que hemos denominado WebSite Canvas Model, que permite ...identificar los aspectos clave de la estrategia de un sitio web, representándolos de forma sintetizada en un lienzo o canvas. En este trabajo se describen los apartados que componen nuestra propuesta, y se testea su utilización mediante su aplicación a dos casos de uso reales. Se concluye que esta herramienta puede ofrecer a los responsables de la concepción de un sitio web un instrumento eficiente para identificar, debatir y consensuar las características que el sitio web debe tener para lograr sus objetivos. Igualmente, puede complementar otras herramientas de análisis heurístico de sitios web, siendo una herramienta útil tanto para profesionales como para académicos que utilicen sistemas heurísticos en sus estudios.
Mining the Web Chakrabarti, Soumen
2002, 2002-10-16
eBook
Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for producing knowledge from the vast body of unstructured Web data. Building on an initial ...survey of infrastructural issues—including Web crawling and indexing—Chakrabarti examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. He then devotes the final part of the book to applications that unite infrastructure and analysis to bring machine learning to bear on systematically acquired and stored data. Here the focus is on results: the strengths and weaknesses of these applications, along with their potential as foundations for further progress. From Chakrabarti's work—painstaking, critical, and forward-looking—readers will gain the theoretical and practical understanding they need to contribute to the Web mining effort.* A comprehensive, critical exploration of statistics-based attempts to make sense of Web Mining. * Details the special challenges associated with analyzing unstructured and semi-structured data. * Looks at how classical Information Retrieval techniques have been modified for use with Web data. * Focuses on today's dominant learning methods: clustering and classification, hyperlink analysis, and supervised and semi-supervised learning. * Analyzes current applications for resource discovery and social network analysis. * An excellent way to introduce students to especially vital applications of data mining and machine learning technology.
Disability and New Media Ellis, Katie; Kent, Mike
2011, 20110511, 2010, 2014-05-14, 2011-05-11
eBook
Disability and New Media examines how digital design is triggering disability when it could be a solution. Video and animation now play a prominent role in the World Wide Web and new types of ...protocols have been developed to accommodate this increasing complexity. However, as this has happened, the potential for individual users to control how the content is displayed has been diminished. Accessibility choices are often portrayed as merely technical decisions but they are highly political and betray a disturbing trend of ableist assumption that serve to exclude people with disability. It has been argued that the Internet will not be fully accessible until disability is considered a cultural identity in the same way that class, gender and sexuality are. Kent and Ellis build on this notion using more recent Web 2.0 phenomena, social networking sites, virtual worlds and file sharing.
Many of the studies on disability and the web have focused on the early web, prior to the development of social networking applications such as Facebook, YouTube and Second Life. This book discusses an array of such applications that have grown within and alongside Web 2.0, and analyzes how they both prevent and embrace the inclusion of people with disability.
Introduction I. At the Crossroads 1. Universal Design in a Digital World 2. iAccessbility from iTunes 1.0 to iPad 3. Building Digital Stairways: Nice View, But What About My Wheelchair? II. How Did We Get Here? 4. We Want You in Our Network: Universal Design V Retrofitting the Web 5. (Physical) Disability Is a Form of Social Oppression? 6. Does That Face-'Book' Come in Braille? Social Networking Sites and Disability III. Where to Next? 7. Avatars with Wheelchairs, But No Virtual Guide Dogs: Disability and Second Life 8. Challenges and Opportunities: The Road Ahead for Disability in a Digital World Conclusion
Katie Ellis is a lecturer in Media and Communications at Murdoch University. A film-critic and cultural commentator, she is the author of Disabling Diversity (VDM 2008). She has mentored filmmakers with disability and published a number of articles on cinema and new media addressing both issues of representation and active possibilities for social inclusion.
Mike Kent is a lecturer in Internet Studies at Curtin University. His current research is focused on disability and the internet. His articles have appeared in Fast Capitalism, Nebula, Online Opinion, AQ – Australian Quarterly and M/C Journal (Media Culture). Dr Kent has taught media studies, cultural studies and e-commerce at universities in Australia and the UK.
Database-backed Web pages provide many advantages for libraries: users get accurate and up-to-date information in real time, and site maintenance and data publishing are much easier. As appealing an ...idea as database-backed pages are, the “how-tos” of creating them remain a mystery to many librarians.