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Data-Driven Personas

Data-Driven Personas
Author: Bernard J. Jansen
Publisher: Springer Nature
Total Pages: 317
Release: 2022-05-31
Genre: Computers
ISBN: 3031022319
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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.

Data-Driven Personas

Data-Driven Personas
Author: Bernard J. Jansen
Publisher: Morgan & Claypool Publishers
Total Pages: 347
Release: 2021-02-05
Genre: Computers
ISBN: 1636390692
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This book traces the techniques that have enabled the development of data-driven personas and how they can be leveraged as tools for empathizing and understanding users. 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. 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.

Data-Driven Personas

Data-Driven Personas
Author: Bernard J. Jansen
Publisher: Springer
Total Pages: 317
Release: 2021-02-05
Genre: Computers
ISBN: 9783031011030
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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.

The Essential Persona Lifecycle: Your Guide to Building and Using Personas

The Essential Persona Lifecycle: Your Guide to Building and Using Personas
Author: Tamara Adlin
Publisher: Morgan Kaufmann
Total Pages: 240
Release: 2010-03-20
Genre: Computers
ISBN: 9780123814197
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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

Personas - User Focused Design

Personas - User Focused Design
Author: Lene Nielsen
Publisher: Springer
Total Pages: 170
Release: 2019-02-08
Genre: Computers
ISBN: 1447174275
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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.

This Is Service Design Doing

This Is Service Design Doing
Author: Marc Stickdorn
Publisher: "O'Reilly Media, Inc."
Total Pages: 1341
Release: 2018-01-02
Genre: Business & Economics
ISBN: 1491927135
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How can you establish a customer-centric culture in an organization? This is the first comprehensive book on how to actually do service design to improve the quality and the interaction between service providers and customers. You'll learn specific facilitation guidelines on how to run workshops, perform all of the main service design methods, implement concepts in reality, and embed service design successfully in an organization. Great customer experience needs a common language across disciplines to break down silos within an organization. This book provides a consistent model for accomplishing this and offers hands-on descriptions of every single step, tool, and method used. You'll be able to focus on your customers and iteratively improve their experience. Move from theory to practice and build sustainable business success.

The User is Always Right

The User is Always Right
Author: Steve Mulder
Publisher: New Riders
Total Pages: 366
Release: 2006-08-21
Genre: Business & Economics
ISBN: 013279828X
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How do we ensure that our Web sites actually give users what they need? What are the best ways to understand our users' goals, behaviors, and attitudes, and then turn that understanding into business results? Personas bring user research to life and make it actionable, ensuring we're making the right decisions based on the right information. This practical guide explains how to create and use personas to make your site more successful. The User Is Always Right: A Practical Guide to Creating and Using Personas takes you through each step of persona creation, including tips for conducting qualitative user research, new ways to apply quantitative research (such as surveys) to persona creation, various methods for generating persona segmentation, and proven techniques for making personas realistic. You'll also learn how to use personas effectively, from directing overall business strategy and prioritizing features and content to making detailed decisions about information architecture, content, and design.

Data Driven: Harnessing Data and AI to Reinvent Customer Engagement

Data Driven: Harnessing Data and AI to Reinvent Customer Engagement
Author: Tom Chavez
Publisher: McGraw Hill Professional
Total Pages: 272
Release: 2018-10-05
Genre: Business & Economics
ISBN: 1260441547
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Axiom Business Book Award Silver Medalist in Business Technology The 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 world A 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 markets You’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.

The Persona Lifecycle

The Persona Lifecycle
Author: John Pruitt
Publisher: Elsevier
Total Pages: 741
Release: 2010-08-04
Genre: Computers
ISBN: 0080455735
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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.

Buyer Personas

Buyer Personas
Author: Adele Revella
Publisher: John Wiley & Sons
Total Pages: 246
Release: 2015-02-24
Genre: Business & Economics
ISBN: 1118961668
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Named one of Fortune Magazine’s “5 Best Business Books” in 2015 See your offering through the buyer's eyes for more effective marketing Buyer Personas is the marketer's actionable guide to learning what your buyer wants and how they make decisions. Written by the world's leading authority on buyer personas, this book provides comprehensive coverage of a compelling new way to conduct buyer studies, plus practical advice on adopting the buyer persona approach to measurably improve marketing outcomes. Readers will learn how to segment their customer base, investigate each customer type, and apply a radically more relevant process of message selection, content creation, and distribution through the channels that earn the buyers' trust. Rather than relying on generic data or guesswork to determine what the buyer wants, the buyer persona approach allows companies to ask the buyer directly and obtain more precise and actionable guidance. Buyer personas are composite pictures of the people who buy solutions, services or products, crafted through a unique type of interview with the people the marketer wants to influence. This book provides step-by-step guidance toward implementing the buyer persona approach, with the advice of an internationally-respected expert. Learn who buys what, and why Understand your buyer's goals and how you can address them Tailor your marketing activities to your buyer's expectations See the purchase through the customer's eyes A recent services industry survey reports that 52 percent of their marketers have buyer personas, and another 28 percent expect to add them within the next two years – but only 14.6 percent know how to use them. To avoid letting such a valuable tool go to waste, access the expert perspective in Buyer Personas, and craft a more relevant marketing strategy.