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 Macro task Crowdsourcing written by Vassillis-Javed Khan and published by . This book was released on 2019 with total page 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 Macro Tasks in Crowdsourcing written by Arnaud Dierickx and published by . This book was released on 2017-01-08 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advanced Data Mining and Applications written by Guojun Gan and published by Springer. This book was released on 2018-12-28 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Advanced Data Mining and Applications, ADMA 2018, held in Nanjing, China in November 2018. The 23 full and 22 short papers presented in this volume were carefully reviewed and selected from 104 submissions. The papers were organized in topical sections named: Data Mining Foundations; Big Data; Text and Multimedia Mining; Miscellaneous Topics.
Download or read book Crowdsourced Data Management written by Guoliang Li and published by Springer. This book was released on 2018-10-12 with total page 159 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 Handbook on Federated Learning written by Saravanan Krishnan and published by CRC Press. This book was released on 2024-01-09 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobile, wearable, and self-driving telephones are just a few examples of modern distributed networks that generate enormous amount of information every day. Due to the growing computing capacity of these devices as well as concerns over the transfer of private information, it has become important to process the part of the data locally by moving the learning methods and computing to the border of devices. Federated learning has developed as a model of education in these situations. Federated learning (FL) is an expert form of decentralized machine learning (ML). It is essential in areas like privacy, large-scale machine education and distribution. It is also based on the current stage of ICT and new hardware technology and is the next generation of artificial intelligence (AI). In FL, central ML model is built with all the data available in a centralised environment in the traditional machine learning. It works without problems when the predictions can be served by a central server. Users require fast responses in mobile computing, but the model processing happens at the sight of the server, thus taking too long. The model can be placed in the end-user device, but continuous learning is a challenge to overcome, as models are programmed in a complete dataset and the end-user device lacks access to the entire data package. Another challenge with traditional machine learning is that user data is aggregated at a central location where it violates local privacy policies laws and make the data more vulnerable to data violation. This book provides a comprehensive approach in federated learning for various aspects.
Download or read book Crowdsourcing and Online Collaborative Translations written by Miguel A. Jiménez-Crespo and published by John Benjamins Publishing Company. This book was released on 2017-04-11 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crowdsourcing and online collaborative translations have emerged in the last decade to the forefront of Translation Studies as one of the most dynamic and unpredictable phenomena that has attracted a growing number of researchers. The popularity of this set of varied translational processes holds the potential to reframe existing translation theories, redefine a number of tenets in the discipline, advance research in the so-called “technological turn” and impact public perceptions on translation. This book provides an interdisciplinary analysis of these phenomena from a descriptive and critical perspective, delving into industry approaches and fostering inter and intra disciplinary connections between areas in which the impact is the greatest, such as cognitive translatology, translation technologies, quality and translation evaluation, sociological approaches, text-linguistic approaches, audiovisual translation or translation pedagogy. This book is of special interest to translation researchers, translation students, industry experts or anyone with an interest on how crowdsourcing and online collaborative translations relate to past, present and future research and theorizations in Translation Studies.
Download or read book The No nonsense Guide to Leadership Management and Team Working written by Barbara Allan and published by Facet Publishing. This book was released on 2019-04-26 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a straight forward and pragmatic guide to leadership, management and team working in contemporary library and information services. Contemporary managers and leaders in library and information services are working in a challenging context; dealing with multiple demands on their time, expertise and resources. This book translates theories in team work, management and leadership into practical guidance backed up with examples and case studies from current library and information workers globally. There is a focus on attitudes, values and practices that make for good leadership and management. The book covers: -analysing your environment, understanding culture and developing strategies -working in the senior team and making an impact -confident leadership and management, decision making, problem solving and managing crises -leading, managing and supervising your team, establishing working practices and conflict management -delegation, dealing with overload and evaluating outcomes -managing large and small projects and the people side of projects -innovation and management of the change process -communications, managing e-mails and text messages and effective use of social media -recruitment and selection and performance management -managing and leading complex teams including collaborative, multi-professional, partnership and virtual teams -budgeting, managing finances, tendering, crowdfunding and taking part in audits -managing work/life balance, coaching and mentoring, emotional intelligence, resilience and mindfulness. The No-Nonsense Guide to Leadership, Management and Teamwork is a book that a new or aspiring manager or team leader will use to guide them through the first few years in their new role. It will also provide guidance and support to new or aspiring directors of library services and help them to navigate their way through decision making and problem solving at senior levels. In addition, individual practitioners who are struggling to understand the management and leadership practices that they are experiencing may find that it helps them to make sense of their current environment.
Download or read book Human centered AI Crowd computing written by Jie Yang and published by Frontiers Media SA. This book was released on 2023-06-02 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Social Media and Crowdsourcing written by Sujoy Chatterjee and published by CRC Press. This book was released on 2023-12-06 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media and crowdsourcing are important tools for solving complex problems. The benefit of crowdsourcing is that it leverages the power of human intelligence cost effectively and with less time. Social Media and Crowdsourcing: Application and Analytics examines the concepts of social media and crowdsourcing as well as their analytical aspects. It explores how these technologies contribute to the real world and examines such applications as promoting social good, agriculture, healthcare, tourism, disaster management, education, crime control, and cultural heritage. The book also looks at ethical issues in crowdsourcing and future scenarios and challenges for policy. Highlights of the book include the following: A crowdsourcing application in agriculture Crowdsourcing outline for a contemporary aided medicinal backup system Crowdsourcing-based recommendation in the tourism industry Crowdsourcing mechanisms for reviving cultural heritage Expanding the overarching concept of utilizing social media and crowdsourcing to solve various real-life problems, this book discusses how to bring together the wisdom of crowds for various decision-making problems in agriculture, disaster management, and healthcare. It addresses the various ethical issues arising out of various crowdsourcing-based applications. It puts forward diverse methodologies to involve crowdsourcing in education to implement new strategies to enhance learning outcomes. This book also addresses various problem-solving techniques for recommender applications in the travel and tourism industry. Providing a systematic discussion of the many sectors using crowdsourcing as an essential part of social innovation, this book is a theoretical and methodological look at the application of social media.
Download or read book Internal Crowdsourcing in Companies written by Hannah Ulbrich and published by Springer Nature. This book was released on 2020-12-07 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book examines the implications of internal crowdsourcing (IC) in companies. Presenting an employee-oriented, cross-sector reference model for good IC practice, it discusses the core theoretical foundations, and offers guidelines for process-management and blueprints for the implementation of IC. Furthermore, it examines solutions for employee training and competence development based on crowdsourcing. As such, the book will appeal to scholars of management science, work studies, organizational and participation research and to readers interested in inclusive approaches for cooperative change management and the IT implications for IC platforms.
Download or read book Crowdsourcing for Speech Processing written by Maxine Eskenazi and published by John Wiley & Sons. This book was released on 2013-02-15 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an insightful and practical introduction to crowdsourcing as a means of rapidly processing speech data Intended for those who want to get started in the domain and learn how to set up a task, what interfaces are available, how to assess the work, etc. as well as for those who already have used crowdsourcing and want to create better tasks and obtain better assessments of the work of the crowd. It will include screenshots to show examples of good and poor interfaces; examples of case studies in speech processing tasks, going through the task creation process, reviewing options in the interface, in the choice of medium (MTurk or other) and explaining choices, etc. Provides an insightful and practical introduction to crowdsourcing as a means of rapidly processing speech data. Addresses important aspects of this new technique that should be mastered before attempting a crowdsourcing application. Offers speech researchers the hope that they can spend much less time dealing with the data gathering/annotation bottleneck, leaving them to focus on the scientific issues. Readers will directly benefit from the book’s successful examples of how crowd- sourcing was implemented for speech processing, discussions of interface and processing choices that worked and choices that didn’t, and guidelines on how to play and record speech over the internet, how to design tasks, and how to assess workers. Essential reading for researchers and practitioners in speech research groups involved in speech processing
Download or read book Web Engineering written by Tommi Mikkonen and published by Springer. This book was released on 2018-05-24 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th International Conference on Web Engineering, ICWE 2018, held in Cáceres, Spain, in June 2018. The 18 full research papers and 17 short papers presented together with 2 practice papers, 6 demonstration papers, and 5 tutorials were carefully reviewed and selected from 103 submissions. The papers cover research areas such as Web application modeling and engineering; Web infrastructures and architectures; execution models; human computation and crowdsourcing applications; Web application composition and mashups; Social Web applications; Semantic Web applications; Web of Things applications; big data and data analytics; and security, privacy, and identity.
Download or read book ECIE 2016 11th European Conference on Innovation and Entrepreneurship written by Minna Tunkkari Eskelinen and published by Academic Conferences and publishing limited. This book was released on 2016 with total page 1058 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Crowdsourcing For Dummies written by David Alan Grier and published by John Wiley & Sons. This book was released on 2013-03-27 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Give your business the edge with crowd-power! Crowdsourcing is an innovative way of outsourcing tasks, problems or requests to a group or community online. There are lots of ways business can use crowdsourcing to their advantage: be it crowdsourcing product ideas and development, design tasks, market research, testing, capturing or analyzing data, and even raising funds. It offers access to a wide pool of talent and ideas, and is an exciting way to engage the public with your business. Crowdsourcing For Dummies is your plain-English guide to making crowdsourcing, crowdfunding and open innovation work for you. It gives step-by-step advice on how to plan, start and manage a crowdsourcing project, where to crowdsource, how to find the perfect audience, how best to motivate your crowd, and tips for troubleshooting.
Download or read book Business Process Management Workshops written by Florian Daniel and published by Springer. This book was released on 2019-01-28 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised papers from the eight International Workshops held at the 16th International Conference on Business Process Management, BPM 2018, in Sydney, Australia, in September 2018: BPI 2018: 14th International Workshop on Business Process Intelligence; BPMS2 2018: 11th Workshop on Social and Human Aspects of Business Process Management;‐ PODS4H 2018: 1st International Workshop on Process-Oriented Data Science for Healthcare; AI4BPM 2018: 1st International Workshop on Artificial Intelligence for Business Process Management; CCBPM 2018: 1st International Workshop on Emerging Computing Paradigms and Context in Business Process Management; BP-Meet-IoT / PQ 2018: Joint Business Processes Meet the Internet-of-Things and Process Querying Workshop; DeHMiMoP 2018: 1st Declarative/Decision/Hybrid Mining and Modelling for Business Processes Workshop; REBM /EdForum 2018: Joint Requirements Engineering and Business Process Management Workshop and Education Forum The 45 full papers presented in this volume were carefully reviewed and selected from 90 submissions.
Download or read book Essentials of Digital Marketing written by Kathryn Waite and published by Goodfellow Publishers Ltd. This book was released on 2018-02-26 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This user-friendly text book provides an engaging introduction to digital marketing to help you understand of the impact of digital channels on marketing operations. It introduces the essential terms, and practices of digital marketing and applies theory to explain the rationale for choosing to use a specific approach in a given context.
