no code implementations • 3 Jan 2024 • Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Self-supervised learning (SSL) has become the de facto training paradigm of large models where pre-training is followed by supervised fine-tuning using domain-specific data and labels.
no code implementations • 9 Jul 2023 • Anubhab Das, Sanja Šćepanović, Luca Maria Aiello, Remington Mallett, Deirdre Barrett, Daniele Quercia
Going beyond traditional scales, our method can find unique patterns in different dream types (like nightmares or recurring dreams), understand topic importance and connections, and observe changes in collective dream experiences over time and around major events, like the COVID-19 pandemic and the recent Russo-Ukrainian war.
no code implementations • 27 Mar 2023 • Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
The field of mobile and wearable computing is undergoing a revolutionary integration of machine learning.
no code implementations • 16 Feb 2023 • Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu
In recent years, the CHI community has seen significant growth in research on Human-Centered Responsible Artificial Intelligence.
no code implementations • 10 Feb 2023 • Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Michael Muller
In this paper, we present a bottom-up mapping of the current state of research at the intersection of Human-Centered AI, Ethical, and Responsible AI (HCER-AI) by thematically reviewing and analyzing 164 research papers from leading conferences in ethical, social, and human factors of AI: AIES, CHI, CSCW, and FAccT.
no code implementations • 2 Feb 2022 • Sanja Šćepanović, Luca Maria Aiello, Deirdre Barrett, Daniele Quercia
Given the unprecedented nature of the experiences during COVID-19, we studied the continuity hypothesis in the context of the pandemic.
1 code implementation • 21 Jun 2021 • Benjamin Lucas Searle, Dimitris Spathis, Marios Constantinides, Daniele Quercia, Cecilia Mascolo
Body-focused repetitive behaviors (BFRBs), like face-touching or skin-picking, are hand-driven behaviors which can damage one's appearance, if not identified early and treated.
no code implementations • 1 Mar 2021 • Sanja Scepanovic, Luca Maria Aiello, Ke Zhou, Sagar Joglekar, Daniele Quercia
We validated the structure of our taxonomy against the official International Statistical Classification of Diseases and Related Health Problems (ICD-11), finding matches of our clusters with 20 official categories, out of 22.
no code implementations • 28 Jan 2021 • Sanja Šćepanović, Sagar Joglekar, Stephen Law, Daniele Quercia
Back in the 1970s, Jane Jacobs theorized urban vitality and found that there are four conditions required for the promotion of life in cities: diversity of land use, small block sizes, the mix of economic activities, and concentration of people.
1 code implementation • 15 Jan 2021 • Shomik Jain, Davide Proserpio, Giovanni Quattrone, Daniele Quercia
This work shows that Airbnb data can be used to quantify and track neighborhood changes.
no code implementations • 24 Apr 2020 • Giovanni Quattrone, Antonino Nocera, Licia Capra, Daniele Quercia
Airbnb is one of the most successful examples of sharing economy marketplaces.
no code implementations • 5 Jun 2019 • Alexander Robertson, Luca Maria Aiello, Daniele Quercia
Integrative Complexity (IC) is a psychometric that measures the ability of a person to recognize multiple perspectives and connect them, thus identifying paths for conflict resolution.
1 code implementation • 13 Mar 2016 • Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri
This is mainly because it is hard to collect data about "city life".
Computers and Society Social and Information Networks Physics and Society
no code implementations • 28 May 2015 • Miriam Redi, Daniele Quercia, Lindsay T. Graham, Samuel D. Gosling
To choose restaurants and coffee shops, people are increasingly relying on social-networking sites.
no code implementations • 26 May 2015 • Daniele Quercia, Rossano Schifanella, Luca Maria Aiello, Kate McLean
We match those tags and tweets with the words in the smell dictionary.
Social and Information Networks Computers and Society
no code implementations • 26 Sep 2014 • Jisun An, Daniele Quercia, Jon Crowcroft
Nowadays, they have an additional option: that of crowdfunding.
no code implementations • 26 Jun 2014 • Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo, James Scott, Peter Key
The layouts of the buildings we live in shape our everyday lives.
Computers and Society Human-Computer Interaction Social and Information Networks
no code implementations • 19 Nov 2013 • Eduardo Graells-Garrido, Mounia Lalmas, Daniele Quercia
However, users tend to connect with like-minded people and read agreeable information, a behavior that leads to group polarization.
Human-Computer Interaction Social and Information Networks H.5.2