As data holdings get bigger and questions get harder, data scientists and analysts must focus on the systems, the tools and techniques, and the disciplined process to get the correct answer, quickly Whether you work within industry or government, this book will provide you with a foundation to successfully and confidently process large amounts of quantitative data.
Here are just a dozen of the many questions answered within these pages:
What does quantitative analysis of a system really mean?
What is a system?
What are big data and analystics?
How do you know your numbers are good?
What will the future data science environment look like?
How do you determine data provenance?
How do you gather and process information, and then organize, store, and synthesize it?
How does an organization implement data analytics?
Do you really need to think like a Chief Information Officer?
What is the best way to protect data?
What makes a good dashboard?
What is the relationship between eating ice cream and getting attacked by a shark?
The nine chapters in this book are arranged in three parts that address systems concepts in general, tools and techniques, and future trend topics. Systems concepts include contrasting open and closed systems, performing data mining and big data analysis, and gauging data quality. Tools and techniques include analyzing both continuous and discrete data, applying probability basics, and practicing quantitative analysis such as descriptive and inferential statistics. Future trends include leveraging the Internet of Everything, modeling Artificial Intelligence, and establishing a Data Analytics Support Office (DASO).
Many examples are included that were generated using common software, such as Excel, Minitab, Tableau, SAS, and Crystal Ball. While words are good, examples can sometimes be a better teaching tool. For each example included, data files can be found on the companion website. Many of the data sets are tied to the global economy because they use data from shipping ports, air freight hubs, largest cities, and soccer teams. The appendices contain more detailed analysis including the 10 T's for Data Mining, Million Row Data Audit (MRDA) Processes, Analysis of Rainfall, and Simulation Models for Evaluating Traffic Flow.
Автор: Joyce Westerink; Martin Ouwerkerk; Therese J. M. O Название: Probing Experience ISBN: 9048176751 ISBN-13(EAN): 9789048176755 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Fred Boekhorst Steady progress in Information and Communication technology has advanced the Internet, once merely a tool for exchange of scientific infor- tion between universities, to a platform that enables the transformation of our society. In this new, digital society, people can take more informed decisions because of new mechanisms for finding what you're looking for Google], new mechanisms of accessing background knowledge Wikipedia], new ways of engaging with one another chat], new ways of trading goods e-Bay] and many more. While these represent already profound changes in our lifestyle, the effects of digitizing society have just begun. So far, the Internet has made information accessible through computer screens but the next wave will be "The Internet of Things." Environments will become smart and responsive to the presence of people and objects. The key underlying technology here is embedded sensor technology that allows sensors to monitor people and their environment and to communicate me- urements. The combination of the Internet representing Intelligence and p- vasiveness] and sensor networks representing Ambient probing] will unlock many new applications, for example in the field of optimized logistics, smart agriculture or more intelligent living environments. At Philips, we have set up three different laboratory environments that aim to research how an int- ligent environment could help people. One of those environments is called "Care-Lab" in which we investigate how technology could help elderly ma- tain an independent lifestyle.
Описание: Aging and Technology Acceptance.- Age Differences in Acceptance of Self-Driving Cars: A Survey of Perceptions and Attitudes.- Mobile Technology Adoption Among Older People - An Exploratory Study in the UK.- Everyday Life Interactions of Women 60+ with ICTs: Creations of Meaning and Negotiations of Identity.- Privacy, Data Security, and the Acceptance of AAL-Systems - a User-Specific Perspective.- Domestic Robots for Homecare: a Technology Acceptance Perspective.- User-Centred Design for the Elderly. - Co-creation Methods: Informing Technology Solutions for Older Adults. - Addressing Issues of Need, Adaptability, User Acceptability and Ethics in the Participatory Design of new Technology Enabling Wellness, Independence and Dignity for Seniors Living in Residential Homes. - Towards Accessible Automatically Generated Interfaces Part 2: Study with Model-Based Self-Voicing Interfaces. -Towards Accessible Automatically Generated Interfaces Part 1: An Input Model that Bridges the Needs of Users & Product Functionality. -Representing Meaning in User Experience by Visualizing Empirical Data.- A Study on Interactive Explanation Boards Design and Evaluation for Active Aging Ecotourism.- A Pyramid Model of Inclusive Design to Get Outdoors for China's Ageing People. -Using Care Professionals as Proxies in the Design Process of Welfare Technology - Perspectives from Municipality Care. - Technology Experience Cafй - Enabling Technology-Driven Social Innovation for an Ageing Society. -Research on Age-Adaptive Design of Information Interaction Based on Physiological Characteristics of the Aged. - Product Design for the Elderly.- Study on PSD Model with FAHP Method in the Product Design for Older Adults. - User Experience Design Research of New Types of Home Appliances Based on the Analysis of the Learning Curve of the Elderly. -Analysis and Study on the Furniture Used by the Aging Population Based on the Quality of Sleep.- A Sensory Emotion Data System for Designing Information Appliances.- Users' Affective Response to Furniture Design Based on Public Openness. -Emotions in Material Surfaces for Product Design. -Study on the Product Packaging Color Identification of Elder Men and Elder Women.-Research on the Design of Smart Pension Product Modeling based on Brand Image.-Aging and User Experience. - Acoustical Evaluation of Soundscape in Urban Spaces along Traffic Corridor. - Elderly Using Innovative Gesture Design of Satisfaction Performance. - A Study of Usability on Internet Map website.- How to Enhance Intergenerational Communication? The Influence of Family Orientation and Generation when Using Social Robots as an Intermediary.- Factors in fraudulent e-mails that deceive elderly people. -Silent Speech Interaction for Ambient Assisted Living Scenarios.- A Pilot Interface Evaluation Combined with Three-dimensional Holography Concept for the Older Adults. - Personalized Access for People with Severe Motor Disabilities - AsTeRICS, FlipMouse and the 2-Level Personalization Software Engineering Method. - Digital Literacy and Training. - The Positive and Negative Impact of an Intergenerational Digital Technology Education Programme on Younger People's Perceptions of Older Adults. - Playful Method for Seniors to Embrace Information Technology. -Eliciting Best Practices in Digital Literacy Tutoring: A Cognitive Task Analysis Approach.- Gamification on Senior Citizen's Information Technology Learning: The Mediator Role of Intrinsic Motivation.- The Study of Teaching the Smartphone Using in Taiwan's Elderly Population - a Case Study in Learners of the Senior Citizens Academy in a City of Taiwan. -How to Guide the Use of Technology for Ageing-in-Place? An Evidence Based Educational Module. - Exploring the Elders' Information Needs on Home-based Care: A Community Service Perspective.
Автор: Duffy Название: Human-Automation Interaction ISBN: 3031107799 ISBN-13(EAN): 9783031107795 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides practical guidance and awareness for a growing body of knowledge developing across a variety of disciplines and many countries. This book is a celebration of the Gavriel Salvendy International Symposium (GSIS) and provides a survey of topics and emerging areas of interest in human–automation interaction. This book for the GSIS emphasizes main thematic areas: manufacturing, services and user experience. Main areas of coverage include Section A: Advanced Production Management and Production Control; Section B: Healthcare Automation; Section C: Measuring and Modeling Human Performance; Section D: Usability and User Experience; Section E: Safety Management and Occupational Ergonomics; Section F: Manufacturing and Services; Section G: Data and Probabilistic Information; Section H: Training and Collaboration Technologies. Contributions from especially early career researchers were featured as part of this (virtual) symposium and celebration. Gavriel Salvendy initiated the conferences that run annually as Human–Computer Interaction International and Applied Human Factors and Ergonomics International (AHFE), both within the Lecture Notes in Springer. The book is inclusive of human–computer interaction and human factors and ergonomics principles, yet it is intended to serve a much wider audience that has interest in automation and human modeling. The emerging need for human–automation interaction expertise has developed from an ever-growing availability and presence of automation in our everyday lives.
Автор: Pei-Luen Patrick Rau Название: Cross-Cultural Design. Methods, Tools and User Experience ISBN: 3030225763 ISBN-13(EAN): 9783030225766 Издательство: Springer Рейтинг: Цена: 12577.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This two-volume set LNCS 11576 and 11577 constitutes the thoroughly refereed proceedings of the 11th International Conference on Cross-Cultural Design, CCD 2019, which was held as part of the 21st HCI International Conference, HCII 2019, in Orlando, FL, USA, in July 2019.The total of 1275 papers and 209 posters included in the 35 HCII 2019 proceedings volumes were carefully reviewed and selected from 5029 submissions.CCD 2019 includes a total of 80 papers; they were organized in topical sections named:Part I, Methods, Tools and User Experience: Cross-cultural design methods and tools; culture-based design; cross-cultural user experience; cultural differences, usability and design; aesthetics and mindfulness.Part II, Culture and Society: Cultural products; experiences and creativity; design for social change and development; cross-cultural product and service design; intercultural learning.
Описание: This book constitutes the refereed proceedings of the 11th International Conference on Design, User Experience, and Usability, DUXU 2022, held as part of the 23rd International Conference, HCI International 2022, which was held virtually in June/July 2022. The total of 1271 papers and 275 posters included in the HCII 2022 proceedings was carefully reviewed and selected from 5487 submissions. The DUXU 2022 proceedings comprise three volumes; they were organized in the following topical sections: Part I: Processes, Methods, and Tools for UX Design and Evaluation; User Requirements, Preferences, and UX Influential Factors; Usability, Acceptance, and User Experience Assessment. Part II: Emotion, Motivation, and Persuasion Design; Design for Well-being and Health.- Learning Experience Design; Globalization, Localization, and Culture Issues. Part III: Design Thinking and Philosophy; DUXU Case Studies; Design and User Experience in Emerging Technologies.
Автор: Tareq Ahram; Christianne Falc?o Название: Advances in Usability and User Experience ISBN: 3319604910 ISBN-13(EAN): 9783319604916 Издательство: Springer Рейтинг: Цена: 23757.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book focuses on emerging issues in usability, interface design, human computer interaction and user experience, with a special emphasis on the research aimed at understanding human-interaction and usability issues with products, services and systems for improved experience.
Описание: This three volume set LNCS 12779, 12780, and 12781 constitutes the refereed proceedings of the 10th International Conference on Design, User Experience, and Usability, DUXU 2021, held as part of the 23rd International Conference, HCI International 2021, which took place in July 2021.
Описание: This two-volume set LNCS 12194 and 12195 constitutes the refereed proceedings of the 12th International Conference on Social Computing and Social Media, SCSM 2020, held as part of the 22nd International Conference, HCI International 2020, which was planned to be held in Copenhagen, Denmark, in July 2020.
Описание: Design Case Studies.- Graphic Representations of Spoken Interactions from Journalistic Data: Persuasion and Negotiations.- A Study on Universal Design of Musical Performance System.- Developing a Knowledge-based System for Lean Communications between Designers and Clients.- Learn & Share to Control Your Household Pests: Designing a Communication Based App to Bridge the Gap between Local Guides & The New Users Looking for a Reliable & Affordable Pest Control Solutions.- Developing User Interface Design Strategy to Improve Media Credibility of Mobile Portal News.- Elderly-Centered Design: A New Numeric Typeface for Increased Legibility.- Research on Interactive Experience Design of Peripheral Visual Interface of Autonomous Vehicle.- Human-Centered Design Reflections on Providing Feedback to Primary Care Physicians.- Interaction with Objects and Humans based on Visualized Flow using a Background-oriented Schlieren Method.- Research on Aging Design of News APP Interface Layout Based on Perceptual Features.- Research on Modular Design of Children's Furniture based on Scene Theory.- A Design Method of Children Playground Based on Bionic Algorithm.- Bias in, Bias out - The Similarity-Attraction Effect between Chatbot Designers and Users.- Research on Immersive Virtual Reality Display Design Mode of Cantonese Porcelain based on Embodied Interaction.- Design and Research of Children's Robot Based on Kansei Engineering.- User Experience and Technology Acceptance Studies.- Exploring Citizens' Attitudes towards Voice-Based Government Services in Switzerland.- Too Hot to Enter: Investigating Users' Attitudes toward Thermoscanners in COVID times.- Teens' Conceptual Understanding of Web Search Engines: The Case of Google Search Engine Result Pages (SERPs).- What Futuristic Technology Means for First Responders: Voices from the Field.- Blinking LEDs: Usability and User Experience of Domestic Modem Routers Indicator Lights.- The Smaller the Better? A Study on Acceptance of 3D Display of Exhibits of Museum's Mobile Media.- Research on Information Visualization Design for Public Health Security Emergencies.- Comparative Study of the Interaction of Digital Natives with Mainstream Web Mapping Services.- Success is not Final; Failure is not Fatal - Task Success and User Experience in Interactions with Alexa, Google Assistant and Siri.- Research on the Usability Design of HUD Interactive Interface.- Current Problems, Future Needs: Voices of First Responders about Communication Technology.- Exploring the Antecedents of Verificator Adoption.- Are Professional Kitchens Ready for Dummies? A Comparative Usability Evaluation between Expert and non-Expert Users.- Verification of the Appropriate Number of Communications between Drivers of Bicycles and Vehicles.- User Assessment of Webpage Usefulness.- How Workarounds Occur in Relation to Automatic Speech Recognition at Danish Hospitals.- Secondary Task Behavioral Analysis Based on Depth Image During Driving.- Research on the Relationship between the Partition Position of the Central Control Display Interface and the Interaction Efficiency.- HCI, Social Distancing, Information, Communication and Work.- Attention-based Design and Selective Exposure Amid COVID-19 Misinformation Sharing.- Digital Communication to Compensate for Social Distancing? - Results of a Survey on the Local Communication App DorfFunk.- An Evaluation of Remote Workers' Preferences for the Design of a Mobile App on Workspace Search.- Feasibility of Estimating Concentration Level for Not Disturbing Remote Office Workers Based on Kana-Kanji Conversion Confirmation Time.- A Smart City Stakeholder Online Meeting Interface.- Fostering Empathy and Privacy: The Effect of Using Expressive Avatars for Remote Communication.- PerformEyebrow: Design and Implementation of an Artificial Eyebrow Device Enabling Augmented Facial Expression.- Improving Satisfaction in Group Dialogue: A Comparative Study of Face-to-Fac
This two-volume set constitutes the proceedings of the 15th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2021, held as part of the 23rd International Conference, HCI International 2021, held as a virtual event, in July 2021. The total of 1276 papers and 241 posters included in the 36 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions.
UAHCI 2021 includes a total of 84 regular papers; they focus on topics related to universal access methods, techniques and practices, studies on accessibility, design for all, usability, UX and technology acceptance, emotion and behavior recognition for universal access, accessible media, access to learning and education, as well universal access to virtual and intelligent assistive environments.
Описание: This three volume set LNCS 12779, 12780, and 12781 constitutes the refereed proceedings of the 10th International Conference on Design, User Experience, and Usability, DUXU 2021, held as part of the 23rd International Conference, HCI International 2021, which took place in July 2021.
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