Frequently Asked Questions (FAQ)
A Semantic Web Framework for Automated Smart Assistants: COVID-19 Case Study
COVID-19 pandemic elucidated that knowledge systems will be instrumental in cases where accurate information needs to be communicated to a substantial group of people with different backgrounds and technological resources. However, several challenges and obstacles hold back the wide adoption of virtual assistants by public health departments and organizations. This paper presents the Instant Expert, an open-source semantic web framework to build and integrate voice-enabled smart assistants (i.e. chatbots) for any web platform regardless of the underlying domain and technology. The component allows non-technical domain experts to effortlessly incorporate an operational assistant with voice recognition capability into their websites. Instant Expert is capable of automatically parsing, processing, and modeling Frequently Asked Questions pages as an information resource as well as communicating with an external knowledge engine for ontology-powered inference and dynamic data utilization. The presented framework utilizes advanced web technologies to ensure reusability and reliability, and an inference engine for natural language understanding powered by deep learning and heuristic algorithms. A use case for creating an informatory assistant for COVID-19 based on the Centers for Disease Control and Prevention (CDC) data is presented to demonstrate the framework's usage and benefits.
What is AI
AI is the superset of various techniques that allow machines to be artificially intelligent. Machine learning refers to a machine's ability to think without being externally programmed. While devices have traditionally been programmed with a set of rules for how to act, machine learning enables devices to learn directly from the data itself and become more intelligent over time as more data is collected. Deep learning is a machine learning technique that uses multiple neural network layers to progressively extract higher level features from the raw input data. For example, in image processing, lower layers of the neural network may identify edges, while higher layers may identify the concepts relevant to a human such as letters or faces.
r/artificial - How can I begin learning about programming AI/ML?
I am a recent college graduate with a degree in Software Engineering. Being honest with myself, I would say my programming skills are intermediate, but not expert level in any way (I have about a year of professional experience). I am comfortable with Java and know a bit about JS, HTML/CSS, and Python. Something I've recently come to be very interested in is the field of artificial intelligence. I think I have a basic understanding of what it is, but no clue how it works.
Applying AI and Big Data in Investing: Four FAQs
The AI Pioneers in Investment Management report from CFA Institute explores global best practices in the application of artificial intelligence (AI) and big data technology in the investment process. Since its launch last year, the report has inspired various compelling inquiries from readers and event participants that are worth addressing. Below are some of the frequently asked questions (FAQs) along with my responses. Please continue to send us your queries and comments by email or in the comments section below, and I will be sure to share and answer those that could benefit the wider audience. We believe an organization's competencies in investments and technology are complementary rather than competing.
FederatedAI/FATE
FATE (Federated AI Technology Enabler) is an open-source project initiated by Webank's AI Department to provide a secure computing framework to support the federated AI ecosystem. It implements secure computation protocols based on homomorphic encryption and multi-party computation (MPC). It supports federated learning architectures and secure computation of various machine learning algorithms, including logistic regression, tree-based algorithms, deep learning and transfer learning. You can ask questions and participate in the development discussion. For any frequently asked questions, you can check in FAQ.
How does artificial intelligence work in customer service?
Our clients often ask us how our language technology is able to detect questions that are formulated differently, contain errors, or combine multiple questions in one text. In order to answer these questions, we have written this article to provide a general overview of our technology. The descriptions are intentionally kept simple to ensure easy understanding. This article is primarily intended for service managers and business managers who want to automate their customer service. We have been working in the field of NLU (Natural Language Understanding) / NLP (Natural Language Processing) for several years.
How Chatbots Can Be Utilized In HR
Chatbots are a service, sometimes using artificial intelligence (AI) that simulate interactive human conversation based on text signals that you can use through the chat interface. They have proven to be very useful in recent years as now most websites have them as a go-to information and FAQ center. For instance, e-commerce chatbots can answer product questions to give recommendations. While employing a chatbot in marketing may be simple, many have wondered just how big the value of chatbots in HR is. Traditionally, HR is completely human -- it's in the name as well.
What Is Tesla Autopilot? Answers For FAQ CleanTechnica
Seemingly, one of the most controversial things about Tesla cars is its Autopilot feature, a driver-assist feature that helps drivers navigate and pilot their vehicle. Oddly, while news of exciting Autopilot features comes out regularly, general information about exactly what Autopilot is, what the options are, and what it can and cannot do seem to be few and far between. I have tried to collect and answer the biggest questions about Autopilot below to help prospective buyers know what the system is and is not, as well as to inform journalists about the system in case they find themselves trying to cover a news story regarding the system. When the next questionable news story comes out, please feel free to link this article for anyone wondering about the system. Please note that all of the below information refers to Tesla vehicles containing Autopilot 2.0 hardware or higher in them (vehicles built since October of 2016). Although, the majority of the information will apply to all Tesla vehicles that are Autopilot enabled.
r/MachineLearning - [D] How can I go about learning machine learning to help people with ALS, like Jason Becker?
If you don't know him, it's this guy. Maybe someone else here might also be interested. I know a semester of calculus, electronics theory, and starting to learn C . Besides anatomy and neuroscience, what should I really be focusing on to learn how to give more mobility to this guy in the future? Any cutting edge stuff that can possibly even help his brain communicate to his actual limbs and possibly get them to move again, or is it better to try to design full on robotic arms that he could manipulate almost like Doc Oc?
Robots turn teachers in Bengaluru school, thanks to AI
Bengaluru: Disruptive technologies and Artificial Intelligence (AI) are making their way into classrooms as humanoid robots to teach students and interact with them as teachers do, at a school in Bengaluru. "Our robots impart lessons daily in five subjects to about 300 students in Classes 7-9 in four sections by turns. They also interact with them and respond to questions in the subjects," Indus International School's chief design officer, Vignesh Rao, told IANS here. Though the 5 foot 7 inch robots, dressed in formal female attire, do not replace real teachers, they complement them in teaching lessons in the subjects and reply to FAQs (frequently asked questions) from students. "We have programmed the interactive robots to answer questions students frequently ask on the subjects and related to them. With AI in play, the robots are able to respond to questions and doubts of our wards after a lesson is taught," said Rao.