Collaborating Authors


2022 Healthcare trends will be driven by AI, wearables and virtual medicine


For the past two years, our health and the healthcare industry have been at the front of our collective continuousness like at no time in recent memory. And as we move into 2022, technologies such as AI, wearables and new telehealth systems will play a significant role in helping us get and stay healthy. Dr. Michael Aragon, chief medical officer at Outset Medical, a medical device manufacturer, shared his top five 2022 trends for healthcare with TechRepublic, and technology was front and center. Wearables like the Apple Watch and Fitbit brought personal health tracking to the masses and in the past few years, the market has expanded dramatically to include a variety of in-home health teach that will monitor your blood pressure, heart rate, spO2, ECG, PPG, sleep quality and even neurological disorders. "This trend will continue to grow as individuals want the ability to have their health monitored without the need to visit their physician," Dr. Aragon said.


AAAI Conferences

The Internet has become a fundamental resource for activism as it facilitates political mobilization at a global scale. Petition platforms are a clear example of how thousands of people around the world can contribute to social change., with a presence in over 200 countries, is one of the most popular of this type. However, little research has focused on this platform, probably due to a lack of available data. In this work we retrieved more than 350K petitions, standardized their field values, and added new information using language detection and named-entity recognition. To motivate future research with this unique repository of global protest, we present a first exploration of the dataset. In particular, we examine how social media campaigning is related to the success of petitions, as well as some geographic and linguistic findings about the worldwide community of We conclude with example research questions that could be addressed with our dataset.

Aragon Live- Artificial Intelligence Is Rapidly Growing


This episode dives into what artificial intelligence is, what growth this market has been through this year, and how we expect AI to evolve in 2022. Your email address will not be published. Save my name, email, and website in this browser for the next time I comment.

Five9 Named a Leader in the Aragon Research Globe for Conversational AI


WIRE)--Five9, Inc. (NASDAQ: FIVN), a leading provider of the intelligent cloud contact center, today announced that it has been positioned as a Leader in the first Aragon Research Globe for Conversational AI. The report notes strengths for Five9, including its focus on self-service, seamless handoff between bots and live agents, and App Marketplace for integrations and channels. Aragon Research analysts evaluated 22 conversational AI providers based on three dimensions: strategy, performance, and reach. The report notes that providers positioned as Leaders have comprehensive strategies that align with industry direction and market demand, and effectively perform against those strategies. Five9 is focusing on AI as one of its key innovation strategies.

A Decision Model for Decentralized Autonomous Organization Platform Selection: Three Industry Case Studies Artificial Intelligence

Decentralized autonomous organizations as a new form of online governance arecollections of smart contracts deployed on a blockchain platform that intercede groupsof people. A growing number of Decentralized Autonomous Organization Platforms,such as Aragon and Colony, have been introduced in the market to facilitate thedevelopment process of such organizations. Selecting the best fitting platform ischallenging for the organizations, as a significant number of decision criteria, such aspopularity, developer availability, governance issues, and consistent documentation ofsuch platforms, should be considered. Additionally, decision-makers at theorganizations are not experts in every domain, so they must continuously acquirevolatile knowledge regarding such platforms and keep themselves updated.Accordingly, a decision model is required to analyze the decision criteria usingsystematic identification and evaluation of potential alternative solutions for adevelopment project. We have developed a theoretical framework to assist softwareengineers with a set of Multi-Criteria Decision-Making problems in software production.This study presents a decision model as a Multi-Criteria Decision-Making problem forthe decentralized autonomous organization platform selection problem. Weconducted three industry case studies in the context of three decentralizedautonomous organizations to evaluate the effectiveness and efficiency of the decisionmodel in assisting decision-makers.

The Aragon Research Technology Arc for Artificial Intelligence, 2020


Aragon Research introduces its 2020 Technology Arc for Artificial Intelligence. AI is finding its way into more new applications as areas such as intelligent content analytics comes online. This edition features 29 technology and market profiles that are split between the emerging, adopting, and mature arcs.

AI may not predict the next pandemic, but big data and machine learning can fight this one


In April, at the height of the lockdown, computer-science professor Àlex Arenas predicted that a second wave of coronavirus was highly possible this summer in Spain. At the time, many scientists were still confident that high temperature and humidity would slow the impact and spread of the virus over the summer months, as happens with seasonal flu. Unfortunately, Arenas' predictions have turned out to be accurate. Madrid, the Basque country, Aragon, Catalonia, and other Spanish regions are currently dealing with a surge in COVID-19 cases, despite the use of masks, hand-washing and social distancing. Admittedly, August is not as bad as March for Spain, but it's still not a situation many foresaw.

Hot Vendors in Artificial Intelligence, 2020


Artificial intelligence offers enterprises ways to leverage data to streamline and enhance critical business processes. Aragon has identified four vendors in artificial intelligence that are making a difference in the market.

Sisu Identified as a 2020 "Hot Vendor" in Artificial Intelligence by Aragon Research


Sisu is built on a novel machine-learning engine, purpose-built to handle the kind of high-volume, high-dimensional data enterprises are collecting in …

Are You Ready to Manage Digital Labor?


During Aragon Research's research community meeting this week, Jim and I were discussing what it will take to manage your workforce in the future; a hybrid mixture of humans and digital labor. The discussion got us thinking about what it means to manage technology versus what it takes to manage people, and how this will change as organizations introduce AI-enabled technologies. In this blog, we explore the differences and similarities between managing humans and technology to understand how management will change as we introduce technologies that can learn, recognize patterns, and change/respond. Digital labor is a term that applies to the automation of tasks that are performed by computer applications. Our future workforce will be a hybrid combination of humans and AI-enabled technologies (i.e., bots, assistants, robotics, etc.), supported by traditional non-AI technology.