Analyzing Mobility Open Data and Human Behavior on Online Social Networks for Creating and Improving AI Applications

29 Mar

Humberto Marques, researcher and professor in Pontifical Catholic University of Minas Gerais (PUC Minas) in Belo Horizonte - Brazil

External Presentation (External Speaker)

Information systems are ever-increasingly intelligent and present in the daily lives of people and companies, facilitating and modifying the performance of various activities. In addition to handling each system’s intrinsic data, data from its users’ interactions can contribute to identifying, modeling, and analyzing people’s behavior patterns. The data analysis from the usage of web systems and mobile applications and, in particular, from online social networks such as Twitter, Facebook, WhatsApp, Instagram, and TikTok (obviously respecting the privacy of users) can contribute to the understanding of some dynamics and specific behaviors of human beings.

In this talk, I will present how our research group has done the characterization, analysis, and modeling of the behavior of users of intelligent information systems, more specifically, users of online social networks and information systems that make information available in open data portals, to induce the development of new software that use machine learning and artificial intelligent algorithms. The information systems user behavior, together with patterns of social interaction and human mobility in urban centers, in addition to subsidizing decisions and policies of government agencies and institutions responsible for urban planning, could foster and even target software developers interested in creating innovative software with the potential to improve people’s lives in a digital and connected society.

About Humberto Marques

Prof. Humberto T. Marques-Neto works as a researcher and a professor in the Department of Computer Science at the Pontifical Catholic University of Minas Gerais (PUC Minas) in Belo Horizonte – Brazil. He holds a degree in Computer Science from the PUC Minas, a Master’s in Information Science, and a Ph.D. in Computer Science both from the Federal University of Minas Gerais – UFMG. In the last few years, he has published some papers on the characterization and modeling of large-scale distributed system user behavior, online social network analysis and modeling, computing systems for mobile devices, and software engineering. He also coordinates (at PUC Minas) the Center of Technological Innovation and PUCTec, a Hub for Innovation and Business with about 30 startups.

This event will be conducted in English

  • Location: MR-A1 [Ramón] & MR-A2 [Cajal], IMDEA Networks Institute, Avda. del Mar Mediterráneo 22, 28918 Leganés – Madrid
  • Organization: NETCOM Research Group (Telematics Engineering Department, UC3M); IMDEA Networks Institute
  • Time: 12:00
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