Now is the time for us to shape how AI is deployed in medicine. AI should be built to help us accomplish our goals, not burden us, distract us, or introduce new errors. Here examples of AI interfaces to help you think about ways *you* could use AI.
Role of UI and UX in improving customer experienceZoho SalesIQ
UI & UX help brands anticipate every customer persona and create a product that its users will love. They put the customers at the centre of a company's design process (both visual and structural), which results in great customer experience. Curious to see how it works?
Here, learn how you can leverage UI and UX to understand, influence, and improve your customer experience.
Agenda:
1) What is UI & UX
2) Theoretical and psychological aspects of UI & UX
3) How does a UI/UX designer go about it?
4) Future of UI & UX in terms of CX
CLIENT: SONIM TECHNOLOGIES
Sonim Technologies is the provider of the world's most rugged, water-submersible mobile phones designed specifically for workers in demanding and hazardous environments. Followings are the two application on which I have worked on.
1) DIRECT MESSAGING APPLICATION
DM module is a standalone accessory which will be connected to the mobile device on top Xpand connector. So in a dead zone, using this device and application user can send messages, audios, and location to other users.
2) SCOUT APPLICATION
Scout means to explore an area to obtain information. Similarly, SCOUT application assists all the applications of the phone and gives information about the phone. It’s a one-stop application for users to access the phone.
For above applications, we started by creating a sitemap of the application to convert it into low fidelity wireframes, high fidelity wireframes, and prototyping. We have used Sketch Software for creating User Interface Design and Iconography. For clickable prototyping and collaborating with developers, we had used Invision software.
Role of UI and UX in improving customer experienceZoho SalesIQ
UI & UX help brands anticipate every customer persona and create a product that its users will love. They put the customers at the centre of a company's design process (both visual and structural), which results in great customer experience. Curious to see how it works?
Here, learn how you can leverage UI and UX to understand, influence, and improve your customer experience.
Agenda:
1) What is UI & UX
2) Theoretical and psychological aspects of UI & UX
3) How does a UI/UX designer go about it?
4) Future of UI & UX in terms of CX
CLIENT: SONIM TECHNOLOGIES
Sonim Technologies is the provider of the world's most rugged, water-submersible mobile phones designed specifically for workers in demanding and hazardous environments. Followings are the two application on which I have worked on.
1) DIRECT MESSAGING APPLICATION
DM module is a standalone accessory which will be connected to the mobile device on top Xpand connector. So in a dead zone, using this device and application user can send messages, audios, and location to other users.
2) SCOUT APPLICATION
Scout means to explore an area to obtain information. Similarly, SCOUT application assists all the applications of the phone and gives information about the phone. It’s a one-stop application for users to access the phone.
For above applications, we started by creating a sitemap of the application to convert it into low fidelity wireframes, high fidelity wireframes, and prototyping. We have used Sketch Software for creating User Interface Design and Iconography. For clickable prototyping and collaborating with developers, we had used Invision software.
This presentation is an introduction to the fields of User Experience and User Interface design that I created for a Google Hangout talk for Saigon CoWorkshop.
[Talk delivered at the UXPA Boston annual meeting, 2017]. The field of user experience is rapidly expanding to encompass new ways of interacting with people, data, and things. With companies like Facebook, Microsoft, Samsung, and Google leading the way, experiences per se are becoming products in their own right, and the cost of high quality virtual reality (VR) technologies and experiences has plummeted. The result? VR is being incorporated into the design process across many industries, and is altering not only the UX field, but the technological, economic, and social landscape of our world. This short talk provides an overview of 3 fundamental design principles for VR. While many principles for designing 2D experiences still apply, new principles are needed when designing immersive 3D experiences. As with 2D interfaces, relatively minor UX blunders merely interrupt “flow” or lead to confusion. For example, a prominent app for Google Cardboard forces users to temporarily remove and rotate the headset in order to navigate between environments, thereby breaking the immersion. But because VR is so much more immersive than other mediums, more serious UX blunders or unethical design decisions can potentially lead to psychological distress, fatigue, nausea, pain, or physical injury. In order to design high-quality, effective, safe and ethical VR experiences, UX practitioners need to account for the subtleties of human sensory systems and perceptual processes. This abbreviated version of a longer talk provides an overview of virtual reality, and then outlines a variety of practical UX design principles and application areas for this emerging technology. Audience members will be directed to helpful resources for getting started with VR and 3D modeling.
The Experience Design Framework: A Design Thinking Guide for Product Success ...Lang Richardson
A presentation outlining how Experience Design Improves Product Businesses. Langston synthesized structures from his past experiences as well as common industry practices to present to a local Bay Area MeetUp his ideas on structuring teams to produce excellent products.
The Rift is a virtual reality head-mounted display developed by Oculus VR. It was initially proposed in a Kick starter campaign, during which Oculus VR.
The simulation aspect of the Oculus Rift can be put to use as a tool for training. It's one of the more obvious non-gaming applications for the device, mostly because non-VR simulations already exist in many fields, but the quality of simulation is what's important here.
What UX is, how it works and why it matters. Train your teams to recognize and strengthen the links between customer experience indicators and your overall business performance. Learn how to work with your customers to design successful products, services and experiences.
This presentation dedicated to whom who are UX designers / students or entrepreneurs. I tried to give minor detail about UX (User Experience) myths and mistakes with humor. Credit links provided in last slide.
Create a User Experience Mindset Within Your Organization by Conducting Custo...UXPA International
A Customer Experience Journey Map is a very useful tool to understand and improve customer experience. It allows organizations to develop a user experience mindset and gain better insights into customer’s needs. It helps identify key Moments of Truth and drive actionable priorities to improve a product or innovate on creating new products.
When you involve stakeholders in creating a Journey Map, they “walk in the customer’s shoes” and know the story of customer experience. They start telling this story to themselves and others in the organization. The customer stories and insights gained from the Journey Map lead to
identifying actionable items aligned with organizational strategy
prioritizing initiatives
uniting the cross-functional team to take action on the findings
creating better user experiences
In this presentation, you learn
What Customer Journey Mapping is
Why it is important
What is the process for conducting it
How to create a user experience mindset within your organization
VIDEO OF THE TALK: https://youtu.be/oeSsyb-tzfo
Understanding your users' behaviours, needs and motivations is key to design a kickass web product.
Learn about quick, easy and efficient user research methods to build user-centered products and services.
This workshop will be led by Charlotte Breton Schreiner, Senior UX Architect.
Whether you are an entrepreneur building a prototype, a developer crafting a product during a hackathon or a designer who wants to test ideas with end users, this workshop is for you.
We will cover accessible user research methods that anyone can apply without any prior UX knowledge. During the workshop, you will have the opportunity to try some of these methods with the other participants and realize how powerful taking a user-centered approach can be.
Le Wagon Workshop, Tuesday 24th October 2017
Easy UX Process Steps Must follow by every UX Designer Think 360 Studio
User experience (UX) and user interface (UI) designers are essential for any startup business. The ordinary generalization for ux designer is that they are regular graphic or visual designers. UX designers wear numerous caps in a startup. This includes showcasing, arranging, planning, imparting and testing. Every UX designer should follow these simple process.
Enrollment Now or booked or View course details of UI/UX Courses Patterns for Successful Software. Visit: http://nardiainfotech.com/ui-ux-courses-graphic-design-training/
Top Artificial Intelligence Project Ideas.pdfLucas Lagone
Looking for innovative ways to leverage Artificial Intelligence (AI ).Find out our list of AI project ideas, from chatbots to smart homes, to spark your next big innovation.
JyotPrakash Gugnani, Student of sem 2 from department of journalism and mass communication, JIMS Vasant Kunj II talk about Areas of Artificial Intelligence. Have a Look!! For more updates: visit: jimssouthdelhi.com
This presentation is an introduction to the fields of User Experience and User Interface design that I created for a Google Hangout talk for Saigon CoWorkshop.
[Talk delivered at the UXPA Boston annual meeting, 2017]. The field of user experience is rapidly expanding to encompass new ways of interacting with people, data, and things. With companies like Facebook, Microsoft, Samsung, and Google leading the way, experiences per se are becoming products in their own right, and the cost of high quality virtual reality (VR) technologies and experiences has plummeted. The result? VR is being incorporated into the design process across many industries, and is altering not only the UX field, but the technological, economic, and social landscape of our world. This short talk provides an overview of 3 fundamental design principles for VR. While many principles for designing 2D experiences still apply, new principles are needed when designing immersive 3D experiences. As with 2D interfaces, relatively minor UX blunders merely interrupt “flow” or lead to confusion. For example, a prominent app for Google Cardboard forces users to temporarily remove and rotate the headset in order to navigate between environments, thereby breaking the immersion. But because VR is so much more immersive than other mediums, more serious UX blunders or unethical design decisions can potentially lead to psychological distress, fatigue, nausea, pain, or physical injury. In order to design high-quality, effective, safe and ethical VR experiences, UX practitioners need to account for the subtleties of human sensory systems and perceptual processes. This abbreviated version of a longer talk provides an overview of virtual reality, and then outlines a variety of practical UX design principles and application areas for this emerging technology. Audience members will be directed to helpful resources for getting started with VR and 3D modeling.
The Experience Design Framework: A Design Thinking Guide for Product Success ...Lang Richardson
A presentation outlining how Experience Design Improves Product Businesses. Langston synthesized structures from his past experiences as well as common industry practices to present to a local Bay Area MeetUp his ideas on structuring teams to produce excellent products.
The Rift is a virtual reality head-mounted display developed by Oculus VR. It was initially proposed in a Kick starter campaign, during which Oculus VR.
The simulation aspect of the Oculus Rift can be put to use as a tool for training. It's one of the more obvious non-gaming applications for the device, mostly because non-VR simulations already exist in many fields, but the quality of simulation is what's important here.
What UX is, how it works and why it matters. Train your teams to recognize and strengthen the links between customer experience indicators and your overall business performance. Learn how to work with your customers to design successful products, services and experiences.
This presentation dedicated to whom who are UX designers / students or entrepreneurs. I tried to give minor detail about UX (User Experience) myths and mistakes with humor. Credit links provided in last slide.
Create a User Experience Mindset Within Your Organization by Conducting Custo...UXPA International
A Customer Experience Journey Map is a very useful tool to understand and improve customer experience. It allows organizations to develop a user experience mindset and gain better insights into customer’s needs. It helps identify key Moments of Truth and drive actionable priorities to improve a product or innovate on creating new products.
When you involve stakeholders in creating a Journey Map, they “walk in the customer’s shoes” and know the story of customer experience. They start telling this story to themselves and others in the organization. The customer stories and insights gained from the Journey Map lead to
identifying actionable items aligned with organizational strategy
prioritizing initiatives
uniting the cross-functional team to take action on the findings
creating better user experiences
In this presentation, you learn
What Customer Journey Mapping is
Why it is important
What is the process for conducting it
How to create a user experience mindset within your organization
VIDEO OF THE TALK: https://youtu.be/oeSsyb-tzfo
Understanding your users' behaviours, needs and motivations is key to design a kickass web product.
Learn about quick, easy and efficient user research methods to build user-centered products and services.
This workshop will be led by Charlotte Breton Schreiner, Senior UX Architect.
Whether you are an entrepreneur building a prototype, a developer crafting a product during a hackathon or a designer who wants to test ideas with end users, this workshop is for you.
We will cover accessible user research methods that anyone can apply without any prior UX knowledge. During the workshop, you will have the opportunity to try some of these methods with the other participants and realize how powerful taking a user-centered approach can be.
Le Wagon Workshop, Tuesday 24th October 2017
Easy UX Process Steps Must follow by every UX Designer Think 360 Studio
User experience (UX) and user interface (UI) designers are essential for any startup business. The ordinary generalization for ux designer is that they are regular graphic or visual designers. UX designers wear numerous caps in a startup. This includes showcasing, arranging, planning, imparting and testing. Every UX designer should follow these simple process.
Enrollment Now or booked or View course details of UI/UX Courses Patterns for Successful Software. Visit: http://nardiainfotech.com/ui-ux-courses-graphic-design-training/
Top Artificial Intelligence Project Ideas.pdfLucas Lagone
Looking for innovative ways to leverage Artificial Intelligence (AI ).Find out our list of AI project ideas, from chatbots to smart homes, to spark your next big innovation.
JyotPrakash Gugnani, Student of sem 2 from department of journalism and mass communication, JIMS Vasant Kunj II talk about Areas of Artificial Intelligence. Have a Look!! For more updates: visit: jimssouthdelhi.com
Top And Best Digital Marketing Agency With AIamdigitalmark15
Elevate your brand with Digitalaanmo, the top agency for the best and affordable digital marketing services. Unleash success with our expert agency solutions
Artificial intelligence in mobile app development revolutionizes the mobile user experience. By leveraging AI technologies such as natural language processing, machine learning, and predictive analytics, developers can design superior mobile experiences with increased customer personalization options.
Read more:https://parangat.com/blog/how-to-use-ai-to-design-better-mobile-app-user-experience/
Artificial Intelligence in Communications
Chatbots
Voice Assistants
Natural Langugage Processing (NLP)
Speech Recognition
Email filtering and sorting
Predictive text and auto correct
Sentiment analysis
Content generation
emotion recogniton
video and voice analysis
collaboration tools
Personalization
Online Personal Data Curation with Benevolent Intention & SafeguardsSandra Annette Rogers
This Inspire (mini-workshop) session was prepared for the Association of Educational Communications and Technology (AECT) annual conference. It's hosted by the AECT Culture, Learning, & Technology special interest group. It describes how to conduct a check-up on your digital footprint and ways to (re)shape it, as well as keep your data safe.
THE PATH OF ARTIFICIAL INTELLIGENCE IN 2019VARUN KESAVAN
AI is out there ready to be consumed by startups and corporations alike to solve almost any problem from commuting to visualizing, replacing many mundane human tasks with efficient machines and leaving us humans to make more complex decisions.
When Turing proposed the concept of the thinking machine, this ability of a machine to think for itself was too farfetched and crazy. As a result, the project titled 'Artificial Intelligence' (AI) kept getting shelved. But if we were to learn from history machines would also become smarter than humans once they get the drift. So, we should ask ourselves, 'How close will we be to that stage in 2019?' Only that can summarize any projections for 2019 because 'projections' are towards an inevitable future, otherwise they're merely wishful thoughts or prophesies.
AI could impact every aspect of our lives but due to the limitations of space and time I will restrict myself to AI in text processing which we've been working on for the last five years.
HOW HUMAN-CENTRIC AI WILL TRANSFORM BUSINESSTekRevol LLC
Artificial Intelligence (AI) has the potential to help us achieve our common dream of a better future for humanity as a whole, but it will bring challenges and opportunities that we cannot yet predict.
Given the revolutionary power of artificial intelligence in business, many people wonder, “If AI is to do the grunt work in the business world, what room is there for so-called ‘human’ qualities? Is the future of business and technology so deeply interconnected, that it leaves no space for human intelligence and action vagaries?”
To people asking these questions, the answer is simple and quick – absolutely.
https://www.tekrevol.com/blogs/how-human-centric-ai-will-transform-business/
Design isn't just about creating pretty pictures. It's about meeting basic human needs. In design, we identify problems by finding specific users with specific needs. Then we solve problems by prototyping and testing solutions with the user in their environment.
VisiBlends: A Flexible Workflow for Visual Blendshmslydia
Visual blends are an advanced graphic design technique to draw attention to a message. They combine two objects in a way that is novel and useful in conveying a message symbolically. This paper presents VisiBlends, a flexible workflow for creating visual blends that follows the iterative design process. We introduce a design pattern for blending symbols based on principles of human visual object recognition. Our workflow decomposes the process into both computational techniques and human microtasks. It allows users to collaboratively generate visual blends with steps involving brainstorming, synthesis, and iteration. An evaluation of the workflow shows that decentralized groups can generate blends in independent microtasks, co-located groups can collaboratively make visual blends for their own messages, and VisiBlends improves novices’ ability to make visual blends by a factor of 10.
Images have the power to convey messages in striking and memorable ways. Although constructing visual messages is currently too hard for computers or novice users, by combining the intelligence of people and computers we can create compelling visual messages computationally. In this talk, we present VisiBlends, a flexible workflow for creating visual blends that follows the design process with steps involving brainstorming, synthesis, and iteration. An evaluation of the workflow shows that (1) decentralized groups of people can generate blends in independent microtasks, (2) co-located groups can collaboratively make visual blends for their own messages, and (3) VisiBlends improves novices’ ability to make visual blends.
We discuss how to decompose other complex tasks so that people and computers can collaborate in generating novel, useful and creative solutions to problems.
HumorTools: An Adaptive Microtask Workflow for Crowdsourcing Humorhmslydia
Background on Lydia Chilton's crowd algorithms work, Maneesh Agrawala's algorithms for generating good designs from design principles, and past and future work on crowdsourcing humor
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
When stars align: studies in data quality, knowledge graphs, and machine lear...
The User Interface of AI
1. It looks like you’re trying to
make a user interface for AI.
Do you need assistance?
The UI of AI
Prof. Lydia Chilton
chilton@cs.columbia.edu
Computer Science Department
2. People interact with systems to accomplish a goal
Set the room temperatureSend an email Find information
3. Good technology is often invisible.
Technology is best when it helps users
achieve their goal without drawing attention
to the technology itself.
Technology that requires users to remember
low-level details and execute many functions
are difficult to use.
4. Bad AI Interfaces
Aggressive interfaces that the draw
attention to themselves. This causes
users to lose focus on their goal.
Making decisions for you with a poor
understanding of your goals and context.
5. Good AI interfaces are aligned with your goals
Spam Detection in your inbox
Spam detection in your inbox
(that you never notice)
So you focus on your emails tasks.
Text prediction in email,
Triggers automatically.
User accepts or rejects prediction
The default is to ignore it.
Object recognition on the phone
(for blind/low vision people)
Easy to pull out the phone and
snap a photo
Invisible Ask for confirmation Used out in the world,
in context
6. AI is about pattern recognition
Label data Predict data
Transform data
7. Now is the time to shape what goals
AI helps us accomplish
• How can AI help us? In the following examples of User Interfaces for
AI, think about how similar problems or solutions could be applied in
your domain.
• The more ideas the better. For every 20 ideas, one is probably
possible to do. Don’t get discouraged, just have more ideas. You never
know what is possible for institutions to implement.
• Share you ideas widely. Consider posting them on twitter, or a blog.
Contact local universities with students looking for programming
projects.
8. Interfaces that use labeling AI
Image labeling:
embedded in social networks,
Aligned with your goal,
Asks for confirmation
Text labeling:
Embedded in your inbox
Organizes email into:
spam, importance, reply?
Easy to dismiss or undo
Help you stay organized
9. Interfaces that use prediction AI
Predicting Images:
Take a photo and see yourself
projected 20 years older
(sell skin crème and retirement
planning)
Predicting Text:
Embedded in writing tasks.
UIs present conservative suggestions.
The default is to not accept them
Predicting Numbers:
Embedded in recommender systems,
And decision support software
(Ticket prices, criminal sentencing, offering loans)
Take a photo
You in 20
years
Help you made decisions
10. Interfaces that use data transformation AI
Images to Text Language -> language Voice to Text Numbers to Text
Mobile UI –
to translate where you are. Easy data entry. Turn data into
readable stories
Text is easier to process
than images.
Put data in the right format so you can use it.
11. AI applications on mobile, wearable, home and
vehicle platforms extend the contexts of use.
Home devices
Mobile
Driving assistance –
parking, directions, health/stress monitoring
Help you use achieve goals within a context
12. AI is imperfect. It needs people to guide it’s
application to real problems.
Carrie J. Cai, et al. 2019. Human Centered Tools for Coping with Imperfect Algorithms During Medical Decision
Making. CHI 2019.
14. People interact with systems to accomplish a goal
Set the room temperatureSend an email Find information
15. Good technology is often invisible.
Technology is best when it helps users
achieve their goal without drawing attention
to the technology itself.
Technology that requires users to remember
low-level details and execute many functions
are difficult to use.
16. Bad AI Interfaces draw attention to themselves
and away from the goal
Aggressive interfaces that the draw
attention to themselves. This causes
users to lose focus on their goal.
Making decisions for you with a poor
understanding of your goals and context.
17. Good AI interfaces are aligned with your goals
Spam Detection in your inbox
Spam detection in your inbox
(that you never notice)
So you focus on your emails tasks.
Text prediction in email,
Triggers automatically.
User accepts or rejects prediction
The default is to ignore it.
Object recognition on the phone
(for blind/low vision people)
Easy to pull out the phone and
snap a photo
Invisible Ask for confirmation Used out in the world,
in context
18. Now is the time to shape what goals
AI helps us accomplish
• How can AI help us? In the following examples of User Interfaces for
AI, think about how similar problems or solutions could be applied in
your domain.
• The more ideas the better. For every 20 ideas, one is probably
possible to do. Don’t get discouraged, just have more ideas. You never
know what is possible for institutions to implement.
• Share you ideas widely. Consider posting them on twitter, or a blog.
Contact local universities with students looking for programming
projects.
19. What goals can AI help people accomplish?
• What goals could be aided by pattern recognition:
• Cognition: organization, decision making, data formatting, searching data
• Task: labeling, predicting, or transforming data.
• User: Patients, technicians, doctors, nurses, administrators
• Location: Home, office, hospital, mobile
• Device: desktop, mobile, wearable, car, home
• What feedback do you need to guide it?
Editor's Notes
Your goal is to have the right temperature in your house.
Nest learns from you settings.
These aid organiazation
These help you make decisions
Your goal is to have the right temperature in your house.
Nest learns from you settings.