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.
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.
When setting out on a journey, it’s always wise to have a reliable roadmap. The same holds true when it comes to embarking on new tech projects and initiatives. And just as there’s considerable flexibility in terms of routes and guides when planning a trip, tech leaders and project managers have several choices when it comes to tools and techniques for plotting and refining a project roadmap.
With so many options available, a young tech leader or first-time project manager can benefit from the advice and experience of seasoned industry leaders. Below, 15 members of Forbes Technology Council share some roadmapping tools and techniques they’ve found effective and why they work so well.
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.
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.