Understanding economic and health factors impacting the spread of COVID-19 disease
15 February 2022
Aiming at bringing more light on key economic and population health factors affecting the disease spread, this initial study utilizes a quantitative statistical analysis based on the most recent publicly available COVID-19 datasets.
Background
The rapid spread of the Coronavirus 2019 disease (COVID-19) had drastically impacted life all over the world. While some economies are actively recovering from this pestilence, others are experiencing fast and consistent disease spread, compelling governments to impose social distancing measures that have put a halt on routines, especially in densely populated areas.
Objective
Aiming at bringing more light on key economic and population health factors affecting the disease spread, this initial study utilizes a quantitative statistical analysis based on the most recent publicly available COVID-19 datasets.
Methods
We have applied Pearson Correlation Analysis and Clustering Analysis (X-Means Clustering) techniques on the data obtained by combining multiple datasets related to country economics, medical system & health, and COVID-19 - related statistics. The resulting dataset consisted of COVID-19 Case and Mortality Rates, Economic Statistics, and Population Public Health Statistics for 165 countries reported between 22 January 2020 and 28 March 2020. The correlation analysis was conducted with the significance level α of 0.05. The clustering analysis was guided by the value of Bayesian Information Criterion (BIC) with the bin value b = 1.0 and the cutoff factor c = 0.5, and have provided a stable split into four country-level clusters.
SoMin.ai: Personality-Driven Content Generation Platform
10 February 2022
In this technical demonstration, we showcase the World's first personality-driven marketing content generation platform, called SoMin. ai. The platform combines deep multi-view personality profiling framework and style generative adversarial networks facilitating the automatic creation of content that appeals to different human personality types. The platform can be used for enhancement of the social networking user experience as well as for content marketing routines. Guided by the MBTI personality type, automatically derived from a user social network content, SoMin. ai generates new social media content based on the preferences of other users with a similar personality type aiming at enhancing the user experience on social networking venues as well diversifying the efforts of marketers when crafting new content for digital marketing campaigns.
Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling
10 February 2022
Human personality traits are the key drivers behind our decision-making, influencing our life path on a daily basis. Inference of personality traits, such as Myers-Briggs Personality Type, as well as an understanding of dependencies between personality traits and users' behavior on various social media platforms is of crucial importance to modern research and industry applications. The emergence of diverse and cross-purpose social media avenues makes it possible to perform user personality profiling automatically and efficiently based on data represented across multiple data modalities. However, the research efforts on personality profiling from multi-source multi-modal social media data are relatively sparse, and the level of impact of different social network data on machine learning performance has yet to be comprehensively evaluated.
Press About Us
16 Tips To Help Ensure Good Ergonomic Design In New Tech Tools
21 September 2022
While there’s more focus than ever on providing a good user interface/user experience in new tech tools, that doesn’t just mean adding lots of “wow” functionality. To ensure the best UX, it’s important for hardware and software developers to also pay attention to ergonomic design. A focus on ergonomics ensures that the tool is adapted to foster comfort and convenience for the human user—that is, the human should inform how the tool works, not the other way around.
While the concept is simple enough, implementing it can be challenging, as designers must take account of factors ranging from device sizes to color palettes. Here, 16 members of Forbes Technology Council share tips to help developers ensure they’ve incorporated good ergonomic design principles in their products.
16 Smart And Effective Uses For Digital Twin Technology
20 September 2022
A digital twin is precisely what its name suggests: A digital copy of a physical object or system—even a human being. It may be a simple concept, but the potential applications are anything but. Through the ongoing collection and exchange of data, a digital twin can simulate and even predict the behaviors and reactions of its physical twin in a variety of conditions, providing invaluable insights to industries ranging from manufacturing to healthcare.
Digital twin technology allows businesses and organizations to test products and processes, study and predict how real-world conditions can affect physical objects and beings, and make well-informed, big-impact decisions with minimized financial and human safety risks. Below, 16 members of Forbes Technology Council share some of the fascinating ways industries and organizations are leveraging digital twin technology.
16 New (And Ongoing) Priorities For Today’s Tech Leaders
18 August 2022
Anyone with an eye on the business world knows that tech professionals across industries saw their roles and responsibilities take a huge leap forward with the onset of widespread remote and hybrid work in the wake of the Covid pandemic. Even before that, tech leaders and their teams—both those working for tech-focused companies and those in other industries—had already been having an increasingly large impact on the ways their companies operated.
And while changing workplaces and markets are adding new challenges, there are also “evergreen,” ongoing issues that tech leaders will likely always need to wrestle with, even as they help fellow leaders learn to lean on the unique perspective a tech expert can bring to overall business strategy. Below, 16 members of Forbes Technology Council share the new (and ever-present) priorities they’re dealing with and why they’re so important.