Data Driven Personas

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 The Essential Persona Lifecycle written by Tamara Adlin and published by Morgan Kaufmann. This book was released on 2010-03-20 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Essential Persona Lifecycle: Your Guide to Building and Using Personas offers a practical guide to the creation and use of personas, which can help product designers, their team, and their organization become more user focused. This book is for people who just need to know what to do and what order to do it in. It is completely focused on practical tools and methods, without much explanation on why the particular tool or method is the right one. The book discusses the five phases of persona lifecycle: - Family planning — Basic ideas and a few tools that will help one get organized - Conception and gestation — Step-by-step instructions to move from assumptions to completed personas - Birth and maturation — Strategic techniques to get the right information about ones personas out to ones your teammates at the right time - Adulthood — Specific tools that will ensure that ones personas are used by the right people at the right times and in the right ways during the product development cycle - Lifetime achievement and retirement — Basic ideas and a few tools to you measure the success of the persona effort and prepare for the next one - Practical and immediately applicable how-to reference guide for building and using personas – from planning, creating, launching, evaluating, and determining ROI - Invaluable guide that gives you a quick reference for incorporating personas into a product development process - Features all the essential how-to material from its parent book, The Persona Lifecycle, as a quick, at your fingertips companion

Download or read book Data Driven: Harnessing Data and AI to Reinvent Customer Engagement written by Tom Chavez and published by McGraw Hill Professional. This book was released on 2018-10-05 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Axiom Business Book Award Silver Medalist in Business TechnologyThe indispensable guide to data-powered marketing from the team behind the data management platform that helps fuel Salesforce―the #1 customer relationship management (CRM) company in the worldA tectonic shift in the practice of marketing is underway. Digital technology, social media, and e-commerce have radically changed the way consumers access information, order products, and shop for services. Using the latest technologies―cloud, mobile, social, internet of things (IoT), and artificial intelligence (AI)―we have more data about consumers and their needs, wants, and affinities than ever before. Data Driven will show you how to:●Target and delight your customers with unprecedented accuracy and success●Bring customers closer to your brand and inspire them to engage, purchase, and remain loyal●Capture, organize, and analyze data from every source and activate it across every channel●Create a data-powered marketing strategy that can be customized for any audience●Serve individual consumers with highly personalized interactions●Deliver better customer service for the best customer experience●Improve your products and optimize your operating systems●Use AI and IoT to predict the future direction of marketsYou’ll discover the three principles for building a successful data strategy and the five sources of data-driven power. You’ll see how top companies put these data-driven strategies into action: how Pandora used second- and third-hand data to learn more about its listeners; how Georgia-Pacific moved from scarcity to abundance in the data sphere; and how Dunkin’ Brands leveraged CRM data as a force multiplier for customer engagement. And if you’re wondering what the future holds, you’ll receive seven forecasts to better prepare you for what may come next. Sure to be a classic, Data Driven is a practical road map to the modern marketing landscape and a toolkit for success in the face of changes already underway and still to come.

Download or read book Personas - User Focused Design written by Lene Nielsen and published by Springer. This book was released on 2019-02-08 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: People relate to other people, not to simplified types or segments. This is the concept that underpins this book. Personas, a user centered design methodology, covers topics from interaction design within IT, through to issues surrounding product design, communication, and marketing. Project developers need to understand how users approach their products from the product’s infancy, and regardless of what the product might be. Developers should be able to describe the user of the product via vivid depictions, as if they – with their different attitudes, desires and habits – were already using the product. In doing so they can more clearly formulate how to turn the product's potential into reality. Based on 20 years’ experience in solving problems for businesses and 15 years of research, currently at the IT University of Copenhagen, Lene Nielsen is Denmark’s leading expert in the persona method. She has a PhD in personas and scenarios, and through her research and practical experiences has developed her own approach to the method – 10 Steps to Personas. This second edition of Personas – User Focused Design presents a step-by-step methodology of personas which will be of interest to developers of IT, communications solutions and innovative products. This book also includes three new chapters and considerable expansion on the material in the first edition.

Download or read book Advances in Simulation and Digital Human Modeling written by Julia L. Wright and published by Springer Nature. This book was released on 2021-06-26 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with a timely snapshot of modeling and simulation tools, including virtual and mixed-reality environment, for human factors research. It covers applications in healthcare and physical ergonomics, military and transportation systems, industrial monitoring, as well as economics and social sciences. Based on the AHFE 2021 International Conference on Human Factors and Simulation and the AHFE 2021 International Conference on Digital Human Modeling and Applied Optimization, held virtually on 25–29 July, 2021, from USA, the book offers a unique resource for modelling and simulation researchers seeking insights into human factors research and to human factors experts seeking reliable computational tools.

Download or read book The Persona Lifecycle written by John Pruitt and published by Elsevier. This book was released on 2010-08-04 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Persona Lifecycle is a field guide exclusively focused on interaction design's most popular new technique. The Persona Lifecycle addresses the "how" of creating effective personas and using those personas to design products that people love. It doesn't just describe the value of personas; it offers detailed techniques and tools related to planning, creating, communicating, and using personas to create great product designs. Moreover, it provides rich examples, samples, and illustrations to imitate and model. Perhaps most importantly, it positions personas not as a panacea, but as a method used to complement other user-centered design (UCD) techniques including scenario-based design, cognitive walkthroughs and user testing. The authors developed the Persona Lifecycle model to communicate the value and practical application of personas to product design and development professionals. This book explores the complete lifecycle of personas, to guide the designer at each stage of product development. It includes a running case study with rich examples and samples that demonstrate how personas can be used in building a product end-to-end. It also presents recommended best practices in techniques, tools, and innovative methods and contains hundreds of relevant stories, commentary, opinions, and case studies from user experience professionals across a variety of domains and industries. This book will be a valuable resource for UCD professionals, including usability practitioners, interaction designers, technical writers, and program managers; programmers/developers who act as the interaction designers for software; and those professionals who work with developers and designers. Features* Presentation and discussion of the complete lifecycle of personas, to guide the designer at each stage of product development.* A running case study with rich examples and samples that demonstrate how personas can be used in building a product end-to-end. * Recommended best practices in techniques, tools, and innovative methods.* Hundreds of relevant stories, commentary, opinions, and case studies from user experience professionals across a variety of domains and industries.

Download or read book Artificial Intelligence in HCI written by Helmut Degen and published by Springer Nature. This book was released on 2020-07-10 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Artificial Intelligence in HCI, AI-HCI 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in July 2020. The conference was planned to be held in Copenhagen, Denmark, but had to change to a virtual conference mode due to the COVID-19 pandemic. The conference presents results from academic and industrial research, as well as industrial experiences, on the use of Artificial Intelligence technologies to enhance Human-Computer Interaction. From a total of 6326 submissions, a total of 1439 papers and 238 posters has been accepted for publication in the HCII 2020 proceedings. The 30 papers presented in this volume were organized in topical sections as follows: Human-Centered AI; and AI Applications in HCI.pical sections as follows: Human-Centered AI; and AI Applications in HCI.