Download or read book Human Centered Social Media Analytics written by Yun Fu and published by Springer Science & Business Media. This book was released on 2014-03-24 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a timely and unique survey of next-generation social computational methodologies. The text explains the fundamentals of this field, and describes state-of-the-art methods for inferring social status, relationships, preferences, intentions, personalities, needs, and lifestyles from human information in unconstrained visual data. Topics and features: includes perspectives from an international and interdisciplinary selection of pre-eminent authorities; presents balanced coverage of both detailed theoretical analysis and real-world applications; examines social relationships in human-centered media for the development of socially-aware video, location-based, and multimedia applications; reviews techniques for recognizing the social roles played by people in an event, and for classifying human-object interaction activities; discusses the prediction and recognition of human attributes via social media analytics, including social relationships, facial age and beauty, and occupation.

Download or read book Human Centered Data Science written by Cecilia Aragon and published by MIT Press. This book was released on 2022-03-01 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods. The authors explain how data scientists’ choices are involved at every stage of the data science workflow—and show how a human-centered approach can enhance each one, by making the process more transparent, asking questions, and considering the social context of the data. They describe how tools from social science might be incorporated into data science practices, discuss different types of collaboration, and consider data storytelling through visualization. The book shows that data science practitioners can build rigorous and ethical algorithms and design projects that use cutting-edge computational tools and address social concerns.

Download or read book Data Driven Personas written by Bernard J. Jansen and published by Springer Nature. This book was released on 2022-05-31 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-driven personas are a significant advancement in the fields of human-centered informatics and human-computer interaction. Data-driven personas enhance user understanding by combining the empathy inherent with personas with the rationality inherent in analytics using computational methods. Via the employment of these computational methods, the data-driven persona method permits the use of large-scale user data, which is a novel advancement in persona creation. A common approach for increasing stakeholder engagement about audiences, customers, or users, persona creation remained relatively unchanged for several decades. However, the availability of digital user data, data science algorithms, and easy access to analytics platforms provide avenues and opportunities to enhance personas from often sketchy representations of user segments to precise, actionable, interactive decision-making tools—data-driven personas! Using the data-driven approach, the persona profile can serve as an interface to a fully functional analytics system that can present user representation at various levels of information granularity for more task-aligned user insights. We trace the techniques that have enabled the development of data-driven personas and then conceptually frame how one can leverage data-driven personas as tools for both empathizing with and understanding of users. Presenting a conceptual framework consisting of (a) persona benefits, (b) analytics benefits, and (c) decision-making outcomes, we illustrate applying this framework via practical use cases in areas of system design, digital marketing, and content creation to demonstrate the application of data-driven personas in practical applied situations. We then present an overview of a fully functional data-driven persona system as an example of multi-level information aggregation needed for decision making about users. We demonstrate that data-driven personas systems can provide critical, empathetic, and user understanding functionalities for anyone needing such insights.

Download or read book Human Centered AI written by Ben Shneiderman and published by Oxford University Press. This book was released on 2022 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realist's guide to how artificial intelligence can be used to augment and enhance humans' lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity.

Download or read book Human Centered Design and User Experience written by Tareq Ahram and Christianne Falcão and published by AHFE Conference. This book was released on 2023-12-04 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2023 Hawaii Edition), Honolulu, Hawaii, USA 4-6, December 2023

Download or read book Social Computing and Social Media Design Human Behavior and Analytics written by Gabriele Meiselwitz and published by . This book was released on 2019 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 11578 and 11579 constitutes the refereed proceedings of the 11th International Conference on Social Computing and Social Media, SCSM 2019, held in July 2019 as part of HCI International 2019 in Orlando, FL, USA. HCII 2019 received a total of 5029 submissions, of which 1275 papers and 209 posters were accepted for publication after a careful reviewing process. The 81 papers presented in these two volumes are organized in topical sections named: Social Media Design and Development, Human Behaviour in Social Media, Social Network Analysis, Community Engagement and Social Participation, Computer Mediated Communication, Healthcare Communities, Social Media in Education, Digital Marketing and Consumer Experience.

Download or read book Human Centered Digitalization and Services written by Marja Toivonen and published by Springer. This book was released on 2019-06-03 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a timely overview of the impacts of digitalization from the perspective of everyday life, and argues that one central issue in digitalization is the development of new types of services that digitalization enables, but which are often overlooked due to the focus on new technologies and devices. The book summarizes the past 20 years of research into the relationship between information and communications technology (ICT) and service innovation, and reveals that the ongoing digitalization is a qualitatively different phenomenon and represents a true paradigm shift. The all-encompassing integration and distribution of data raises critical issues such as preserving human dignity and individual autonomy; moreover, interaction practices that foster broad participation, trust, learning, and a willingness to share knowledge are called for. Citizen empowerment and multi-actor co-creation have become central to using digitalization to support the development of wellbeing and sustainability. Further, the book shows how employees and professionals can and should be involved in designing their future work, and in evaluating it. Proactiveness and participation in innovation endeavours are ways to guarantee meaningful work in an age of socio-technical transition. The book employs a variety of theoretical approaches and perspectives from diverse disciplines to illustrate these needs. In addition to theoretical analyses, some specific application areas are examined, e.g. services in health and social care, and problems linked to robots in elderly care. Given its scope, the book is highly recommended to all readers seeking an overview of the current understanding of the human side of digitalization and searching for concrete cases from different countries to illustrate the topic.

Download or read book Human Centered Communication written by Ethan Beute and published by Greenleaf Book Group. This book was released on 2021-10-12 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wall Street Journal Bestseller DIGITAL POLLUTION IS THE PROBLEM. HUMAN-CENTERED COMMUNICATION IS THE SOLUTION. We’re spending more time than ever in virtual environments. That will only increase, as will the amount of noise we encounter there. The seemingly endless series of unwelcome digital distractions range from frustrating to dangerous. As individuals and businesses, we not only spend time and energy managing this digital pollution, we often create it. At risk are relationships and revenue. The only viable way forward is to be more thoughtful, intentional, and personal. Human-Centered Communication provides a philosophy and practice to help you connect in more meaningful and effective ways with prospects, customers, team members, and every stakeholder in your success. Learn to: Break through the noise and earn attention Build trust and create engagement Enhance your reputation with both people and algorithms The concepts and models in this book apply to any form or channel of communication, but human centricity favors video. More visual and emotional than faceless digital communication, video enhances tone, intent, subtlety, nuance, and meaning. Learn to be clearer and more confident on camera in live video calls, meetings, and presentations, as well as in recorded video emails, social messages, and text messages. The authors of the bestselling Rehumanize Your Business join with eleven industry-leading experts from companies like Salesforce, HubSpot, and RE/MAX to lead the growing conversation on leveraging human strengths in an increasingly digital world. The brightest future is tech-enabled, but authors Ethan Beute and Stephen Pacinelli show that it’s also human-centered. The experts studied, interviewed, and featured: Jacco van der Kooij, Founder of Winning by Design Dan Hill, PhD, President of Sensory Logic Mathew Sweezey, Director of Market Strategy at Salesforce Julie Hansen, Creator of the Selling on Video Master Class Adam Contos, CEO of RE/MAX Lauren Bailey, Founder and President of Factor 8 and #GirlsClub Mario Martinez Jr, Founder and CEO of Vengreso Viveka von Rosen, Cofounder and Chief Visibility Officer at Vengreso Shep Hyken, Customer Service and Customer Experience Expert Morgan J Ingram, Director of Sales Execution at JB Sales Training Dan Tyre, sales executive and founding team member at HubSpot Among the themes addressed: Trust and relationships Communication and connection Service and value Text and video Noise and pollution Among the types of videos in which you’ll become more confident and effective: Live, synchronous video meetings Recorded, asynchronous video messages Video calls and video presentations Video in emails and text messages Video in social feeds and social messages Video for specific individuals and large groups Video for known audiences and anonymous masses Video for prospects, customers, employees, and other stakeholders For immediate benefits and for long-term reputation, now is the time to get ahead of and stay ahead of ever-increasing digital noise and pollution - with Human-Centered Communication.

Download or read book Human Centered Artificial Intelligence written by Chang S. Nam and published by Academic Press. This book was released on 2022-05-15 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human-Centered Artificial Intelligence: Research and Applications presents current theories, fundamentals, techniques and diverse applications of human-centered AI. Sections address the question, "are AI models explainable, interpretable and understandable?, introduce readers to the design and development process, including mind perception and human interfaces, explore various applications of human-centered AI, including human-robot interaction, healthcare and decision-making, and more. As human-centered AI aims to push the boundaries of previously limited AI solutions to bridge the gap between machine and human, this book is an ideal update on the latest advances. - Presents extensive research on human-centered AI technology - Provides different methods and techniques used to investigate human-AI interaction - Discusses open questions and challenges in trust within human-centered AI - Explores how human-centered AI changes and operates in human-machine interactions

Download or read book Human Centered Tools for Analyzing Online Social Data written by Michael Brooks and published by . This book was released on 2015 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the social sciences, researchers are increasingly turning to datasets collected from social media, online chat, forums, and email to address questions about human communication and behavior. However, these datasets are notoriously difficult to work with. Social media and online communication datasets push the limits of traditional research methods, force researchers to learn an array of new data science skills, and limit open and equitable participation in this important new research area. While this problem has many sides, one of the most significant challenges is a dearth of technological support for online social datasets and mixed methods data analysis processes. Many researchers in this area have to create custom scripts and software for gathering, analyzing, and visualizing their data. Solving this problem depends on understanding the data analysis processes and practices of social scientists working with online social data. In this dissertation, I present an ethnographic interview-based study on the work practices of researchers applying mixed methods to social media data, in order to better understand their data collection and analysis processes and generate implications for design. Even with a good understanding of how social scientists work with data, significant questions remain about how to design helpful software. Based on a year-long engagement with a research group studying emotion in a large chat dataset, I discuss the implications of applying machine learning technology to “amplify” and scale up qualitative analysis from a small manually-coded set to the full corpus. Finally, I discuss two human-centered design projects focused on supporting aspects of the data analysis process: visual exploration of Twitter data, and collaborative qualitative coding of chat messages. This dissertation offers a descriptive understanding of how social scientists actually work with complex social media and online communication datasets, implications for designing better machine learning, visual analytics, and qualitative analysis software, and several open-source tools for analyzing online social data.

Download or read book Critical Issues in Global Sport Management written by Nico Schulenkorf and published by Taylor & Francis. This book was released on 2016-10-04 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The social, cultural and economic significance of sport has never been more evident than it is today. Adopting a critical management perspective, this book examines the most important themes and challenges in global sport management. From match-fixing, doping, bribery and corruption to corporate social responsibility, governance, and new media, it helps students, researchers and practitioners to understand the changing face of the global sport industry. Written by leading international sport management experts, Critical Issues in Global Sport Management includes twenty chapters and real-life case studies from around the world. It examines contemporary governance and management issues as well as the ethical challenges faced by the global sport industry, including questions of integrity and accountability in recent drug scandals that have been widely reported and debated. This book deals with such questions and many more, highlighting the fact that the global sport system is in urgent need of new and innovative solutions to these ongoing problems. Based on cutting-edge research from the US, UK, Australia, Europe and beyond, this book will add depth and currency to any course in sport management, sport business, sport development, or sport events.

Download or read book HRM 4 0 For Human Centered Organizations written by Rita Bissola and published by Emerald Group Publishing. This book was released on 2019-11-11 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering researchers and professionals cutting-edge research and practical guidelines to turn the challenging scenario of Industry 4.0 into a successful transformation for the HRM domain, this volume focuses on three critical insights: HRM in the 4.0 era, job design for the smart economy, and HRM tools for digital transformation.

Download or read book Social Computing and Social Media written by Gabriele Meiselwitz and published by Springer. This book was released on 2016-07-04 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Social Computing and Social Media, SCSM 2016, held as part of the 18th International Conference on Human-Computer Interaction, HCII 2016, held in Toronto, ON, Canada, in July 2016. The total of 1287 papers and 186 posters presented at the HCII 2016 conferences were carefully reviewed and selected from 4354 submissions. The papers thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The 43 contributions included in the SCSM 2016 proceedings were organized in the following topical sections: designing and developing social media; users behaviour in social media; social media, policy, politics and engagement; social network analysis; social media in learning and collaboration; and enterprise social media.

Download or read book International Handbook of Disaster Research written by Amita Singh and published by Springer Nature. This book was released on 2023-09-30 with total page 2538 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This handbook is a comprehensive source of information, analysis and directions in disaster studies. It goes beyond the oft-explored issues of management and science related to the topic and explores policies, governance, law and decision-making combined with the processes of implementation and enforcement, all the while integrating the latest science and technology updates related to the topic, such as artificial intelligence and early warning systems. It brings together studies which relate to sociology, politics and institutional economics, which work under the impact of resource availability, issues of leadership and international laws. Disasters are trans-boundary and disaster studies are trans-disciplinary. It is this aspect which would form the fulcrum of contributions and present a new, refreshing and innovative design for the handbook. The transformatory pedagogy which started with the Hyogo Framework for action 2005-2015 and The Sendai Framework for Disaster Risk Reduction 2015-2030 outlines seven clear targets and four priorities for action to prevent new and reduce existing disaster risks. The four priority areas around which the book would revolve are (i) Understanding disaster risk; (ii) Strengthening disaster risk governance to manage disaster risk; (iii) Investing in disaster reduction for resilience and; (iv) Enhancing disaster preparedness for effective response, and to "Build Back Better" in recovery, rehabilitation and reconstruction.

Download or read book Social Sensing written by Dong Wang and published by Morgan Kaufmann. This book was released on 2015-04-17 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion. Offers a unique interdisciplinary perspective bridging social networks, big data, cyber-physical systems, and reliability Presents novel theoretical foundations for assured social sensing and modeling humans as sensors Includes case studies and application examples based on real data sets Supplemental material includes sample datasets and fact-finding software that implements the main algorithms described in the book

Download or read book The Human Centered Brand written by Nela Dunato and published by . This book was released on 2018-10-04 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Promote your business with clarity, ease, and authenticity. The Human Centered Brand is a practical branding guide for service based businesses and creatives, that helps you grow meaningful relationships with your clients and your audience. If you're a writer, marketing consultant, creative agency owner, lawyer, illustrator, designer, developer, psychotherapist, personal trainer, dentist, painter, musician, bookkeeper, or other type of service business owner, the methods described in this book will assist you in expressing yourself naturally and creating a resonant, remarkable, and sustainable brand. Read this book to learn: Why conventional branding approaches don't work for service based businesses. How to identify your core values and use them in your business and marketing decisions. Different ways you can make your business unique among all the competition. How to express yourself verbally through your website, emails, articles, videos, talks, podcasts... What makes your "ideal clients" truly ideal, and how to connect with real people who appreciate you as you are. How to craft an effective tagline. What are the most important elements of a visual brand identity, and how to use them to design your own brand. How to craft an exceptional client experience and impress your clients with your professionalism. How your brand relates to your business model, pricing, company culture, fashion style, and social impact. Whether you're a complete beginner or have lots of experience with marketing and design, you'll get new insights about your own brand, and fresh ideas you'll want to implement right away. The companion workbook, checklists, templates, and other bonuses ensure that you not only learn new information, but create a custom brand strategy on your own. Learn more at humancenteredbrand.com

Download or read book Human Centered Data Science written by Cecilia Aragon and published by MIT Press. This book was released on 2022-03-01 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods. The authors explain how data scientists’ choices are involved at every stage of the data science workflow—and show how a human-centered approach can enhance each one, by making the process more transparent, asking questions, and considering the social context of the data. They describe how tools from social science might be incorporated into data science practices, discuss different types of collaboration, and consider data storytelling through visualization. The book shows that data science practitioners can build rigorous and ethical algorithms and design projects that use cutting-edge computational tools and address social concerns.