000 02830nam a2200229 a 4500
999 _c25027
_d25027
001 58723
020 _a9781449334833
082 _a004.019 KI DE
100 _aKing, Rochelle
_99658
245 1 0 _aDesigning with data:
_bimproving user experience with A/B testing
_cRochelle King, Elizabeth F. Churchill, Caitlin Tan
260 _aSebastopol :
_bO'reilly & Associates Inc,
_cc2017.
300 _axxvii, 337 p. :
_bill. ;
_c24 cm.
505 _a[ Foreword ]; [ Preface ]; Introducing a Data Mindset; Data as a Trend; Three Ways to Think About Data; What Does This Mean for You as a Designer?; Data Can Help to Align Design with Business; With a Little Help from Your Friends…; What If You Don't Have Data Friends (Yet)?; Themes You'll See in This Book; Summary; Questions to Ask Yourself; The ABCs of Using Data; The Diversity of Data ; Why Experiment?; Basics of Experimentation; A/​B Testing: Online Experiments; Your Hypothesis and Why It Matters; Running Creative A/​B Tests; Summary; Questions to Ask Yourself. A Framework for ExperimentationIntroducing Our Framework; Three Phases: Definition, Execution, and Analysis; Examples: Data and Design in Action; Summary; Questions to Ask Yourself; The Definition Phase (How to Frame Your Experiments); Getting Started: Defining Your Goal; Identifying the Problem You Are Solving; Building Hypotheses for the Problem at Hand; The Importance of Going Broad; Which Hypotheses to Choose?; Summary; Questions to Ask Yourself; The Execution Phase (How to Put Your Experiments into Action); Designing to Learn; Designing the Best Representation of Your Hypothesis; Summary. Questions to Ask YourselfThe Analysis Phase (Getting Answers From Your Experiments); Vetting Your Designs Ahead of Launch; Launching Your Design; Evaluating Your Results; What Does the Data Say?; Rolling Out Your Experience, or Not; Case Study: Netflix on PlayStation 3; Summary; Questions to Ask Yourself; Creating the Right Environment for Data-Aware Design; Principle 1: Shared Company Culture and Values; Principle 2: Hiring and Growing the Right People; Principle 3: Processes to Support and Align; Summary; Questions to Ask Yourself; Conclusion; Ethical Considerations ; Last Words; Resources.
520 _aThis practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow.
650 7 _aDatabase design
_93632
650 7 _aTesting
_99659
700 _aChurchill, Elizabeth F.
_99660
700 _aTan, Caitlin
_99661
700 _aMcFarland, Colin,
_eForeword by
_938405
856 _uhttps://uowd.box.com/s/emji2tyypl5bnk41qhxxpqodaug1myvj
_zLocation Map
942 _cREGULAR
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