WeNet - The Internet of US

Project Information

WeNet

Grant agreement ID: 823783

DOI 10.3030/823783

Project closed

EC signature date 15 November 2018

Start date 1 January 2019

End date 30 June 2023

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost € 6 724 283,00

EU contribution € 6 587 158,00

Coordinated by

UNIVERSITA DEGLI STUDI DI TRENTO
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (29)

A model of diversity

A model of diversity. Final formalization of the taxonomy of diversity models of Task 1.3

Preliminary model of diversity
Second Diversity Pilot

Added as new deliverable due at M36 through Amendment n3 This deliverable will consist of the production of a new data set which will be used to perform further analysis on the diversity of people which will have the goal to confirm the results on diversity obtained on the data of the first data collection

Advanced individual learning methods
Pilot evaluation - Phase 1,2,3 & 4 - Data collection, preparation & distribution + Platform, Apps & WP2-5 components + Dataset collected

Pilots planning execution and evaluation Related not only to WP7 but also to WP1 2 3 4 5 6

Early taxonomy of diversity
A report identifying possible abuses of WeNet
A revised guideline concerning privacy-standards for WeNet
Final model of diversity

Final model of diversity as outcome of Task 1.2 (M16). Final version of D1.2

WeNet's diversity-aware interactions v2.0

WeNets diversityaware interactions v20

WeNet communication and dissemination strategy and plan
WeNet’s diversity-aware interactions v1.0
Algorithms and implementation of single user diversity aware incentive design
Diversity-aware social relation learning
Developing a conceptual and ethical framework for modelling diversity
Algorithms and implementation of single user incentive design
WeNet platform architecture specifications
Basic social relation learning module
User recruitment procedure
Pilot evaluation - Phase 5 & Summative - Platform, Apps & WP2-5 components + Dataset collected + Impact on Research

Pilots summative evaluation Related not only to WP7 but also to WP1 2 3 4 5 6

Algorithms and implementation social groups diversity aware incentive design
Initial individual learning methods
Evaluation on WeNet platform
Integration of advanced individual learning methods
Guide for open call applicants
Assessment of project results and impacts
Critical issues and scenario development
WeNet's diversity-aware interactions v3.0

WeNets diversityaware interactions v30

A preliminary guideline concerning privacy-standards for WeNet

Demonstrators, pilots, prototypes (2)

WeNet research infrastructure v.4.0

WeNet research infrastructure v4.0, final release of a series of procedures and systems and resources used to manage the generation of datasets and facilitate their access and management

WeNet platform v.4.0

WeNet platform v.4.0, final release of software and infrastructure used for generating and processing data in the project

Websites, patent fillings, videos etc. (2)

WeNet Web site, visual identity and promo toolkit
WeNet open online course

Publications

Other (9)

Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity

Author(s): Nathan Kammoun, Lakmal Meegahapola, Daniel Gatica-Perez
Published in: 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2306.00709

Inferring Mood-While-Eating with Smartphone Sensing and Community-Based Model Personalization

Author(s): Wageesha Bangamuarachchi, Anju Chamantha, Lakmal Meegahapola, Haeeun Kim, Salvador Ruiz-Correa, Indika Perera, Daniel Gatica-Perez
Published in: 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2306.00723

ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees

Author(s): Sina Sajadmanesh, Daniel Gatica-Perez
Published in: 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2304.08928

Abduction and Argumentation for Explainable Machine Learning: A Position Survey

Author(s): Antonis Kakas, Loizos Michael
Published in: 2020
Publisher: arxiv
DOI: 10.48550/arxiv.2010.12896

Neural-Symbolic Integration: A Compositional Perspective

Author(s): Efthymia Tsamoura, Loizos Michael
Published in: 2020
Publisher: arxiv
DOI: 10.48550/arxiv.2010.11926

TAIP: an anytime algorithm for allocating student teams to internship programs

Author(s): Athina Georgara, Carles Sierra, & Juan A. Rodríguez-Aguilar
Published in: 2020
Publisher: arXiv

Leveraging or exploiting? Breaking through data colonialism and ethnocentrism when building a diversity-aware social platform

Author(s): Helm, P., Goetzen, A.D., Cernuzzi, L., Diwakar, S., Hume, A., Ruiz-Correa, S., Gatica- Perez, D.
Published in: """AoIR2022: The 23rd Annual Conference of the Association of Internet Researchers""", 2022
Publisher: AoIR Selected Papers of Internet Research
DOI: 10.5210/spir.v2022i0.13018

Understanding Social Context from Smartphone Sensing: Generalization Across Countries and Daily Life Moments

Author(s): Aurel Ruben Mader, Lakmal Meegahapola, Daniel Gatica-Perez
Published in: 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2306.00919

A computational model of Ostrom’s Institutional Analysis and Development framework

Author(s): N. Montes, N. Osman, C. Sierra.
Published in: Artificial Intelligence Journal, 2022
Publisher: Elsevier
DOI: 10.1016/j.artint.2022.103756

Conference proceedings (62)

Addressing Popularity Bias in Citizen Science

Author(s): Amit Sultan, Avi Segal, Guy Shani, Kobi Gal
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: CEUR
DOI: 10.1145/3524458.3547229

Social interactions mediated by the Internet and the Big-Five: a cross-country analysis

Author(s): Andrea Mercado Kroll, Alethia Hume, Ivano Bison, Fausto Giunchiglia, Amarsanaa Ganbold and Luca Cernuzzi
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: CEUR
DOI: 10.48550/arxiv.2309.10681

Lifelong Personal Context Recognition

Author(s): Andrea Bontempelli, Marcelo Rodas Britez, Xiaoyue Li, Haonan Zhao, Luca Erculiani, Stefano Teso, Andrea Passerini, Fausto Giunchiglia
Published in: Human-Centered Design of Symbiotic Hybrid Intelligence Workshop at HHAI 2022, 2022
Publisher: ARXIV
DOI: 10.48550/arxiv.2205.10123

Value-Guided Synthesis of Parametric Normative Systems

Author(s): N Montes, C Sierra
Published in: Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), 2021
Publisher: IFAAMAS
DOI: 10.5555/3463952.3464060

Machine Coaching with Proxy Coaches

Author(s): Vassilis Markos, Marios Thoma, Loizos Michael
Published in: 1st Workshop on Argumentation & Machine Learning (ArgML22@COMMA2022), 2022
Publisher: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.8357918

Interactive Label Cleaning with Example-based Explanations

Author(s): Stefano Teso, Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini
Published in: Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021, ISBN 9781713845393
Publisher: NeurIPS
DOI: 10.48550/arxiv.2106.03922

Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers

Author(s): E. Bouton-Bessac, L. Meegahapola, D. Gatica-Perez
Published in: 16th EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2022
Publisher: EAI (Springer)
DOI: 10.1007/978-3-031-34586-9_17

Federated Multi-Task Attention for Cross-Individual Human Activity Recognition

Author(s): Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu
Published in: IJCAI-2022 (the 31st International Joint Conference on Artificial Intelligence), 2022
Publisher: IJCAI
DOI: 10.24963/ijcai.2022/475

Diversity by Design? Balancing the Inclusion and Protection of Users in an Online Social Platform

Author(s): Helm, Paula; Michael, Loizos; Schelenz, Laura
Published in: ACM AIES 2022, 2022
Publisher: ACM
DOI: 10.1145/3514094.3534149

Learning for Detecting Norm Violation in Online Communities

Author(s): Thiago Freitas dos Santos, Nardine Osman, Marco Schorlemmer:
Published in: Computing Research Repository (CoRR April 2021), 2021
Publisher: arXiv

Sensitive Content Recognition in Social Interaction Messages

Author(s): Isidoros Perikos, Loizos Michael
Published in: 1st Workshop on Diversity-aware Hybrid Human AI (DHHAI), 2023
Publisher: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.8366296

Ensemble and Incremental Learning for Norm Violation Detection

Author(s): Thiago Freitas dos Santos, Nardine Osman, Marco Schorlemmer
Published in: AAMAS 2022, 2022
Publisher: International Foundation for Autonomous Agents and Multiagent Systems

Learning in the Wild with Incremental Skeptical Gaussian Processes

Author(s): Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini
Published in: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020, Page(s) 2886-2892, ISBN 978-0-9992411-6-5
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2020/399

The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations

Author(s): Laura Schelenz, Ivano Bison, Matteo Busso, Amalia de Götzen, Daniel Gatica-Perez, Fausto Giunchiglia, Lakmal Meegahapola, Salvador Ruiz-Correa
Published in: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 2021, Page(s) 905-915, ISBN 9781450384735
Publisher: ACM
DOI: 10.1145/3461702.3462595

Toward a Unified Framework for Debugging Concept-based Models

Author(s): Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini and Stefano Teso
Published in: Interactive machine learning workshop at AAAI 2022, 2022
Publisher: AAAI
DOI: 10.48550/arxiv.2109.11160

Exploring Diversity Perceptions in a Community Through a Q&A Chatbot

Author(s): P.Kun, A. de Götzen, N.J. Gommesen, M. Bidoglia, G. Gaskell
Published in: Design Research Society - DRS 2022, 2022
Publisher: Design Research Society
DOI: 10.21606/drs.2022.807

Post-hoc Diversity-aware Curation of Rankings

Author(s): Vassilis Markos, Loizos Michael
Published in: 14th International Conference on Agents and Artificial Intelligence - ICAART2022, 2022
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010839600003116

"Analysis of the Big-Five personality traits in the Chatbot ""UC - Paraguay"

Author(s): J. L. Zarza, A. Hume, L. Cernuzzi, D. Gatica-Perez and I. Bison
Published in: CLEI 2022, 2022
Publisher: CLEI
DOI: 10.19153/cleiej.25.2.10

Leveraging Diversity in Online Interactions

Author(s): Nardine Osman, Bruno Rosell i Gui and Carles Sierra
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: CEUR
DOI: 10.48550/arxiv.2309.11224

Winventor: A Machine-driven Approach for the Development of Winograd Schemas

Author(s): Nicos Isaak, Loizos Michael
Published in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020, Page(s) 26-35, ISBN 978-989-758-395-7
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0008902600260035

Cross-community Adapter Learning (CAL) to Understand the Evolving Meanings of Norm Violation

Author(s): Thiago Freitas dos Santos, Nardine Osman, Marco Schorlemmer
Published in: Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2023/13

Human-in-the-loop Handling of Knowledge Drift

Author(s): Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso
Published in: The 1st Workshop on Anomaly and Novelty Detection, Explanation and Accommodation (ANDEA) in Conjunction with KDD 2021, 2021
Publisher: ANDEA 2021
DOI: 10.5281/zenodo.5213714

Continual egocentric object recognition

Author(s): Erculiani, Luca and Giunchiglia, Fausto and Passerini, Andrea
Published in: 24th European Conference on Artificial Intelligence, 2020
Publisher: IOS - Press
DOI: 10.3233/faia200210

Intelligent Recommendations for Citizen Science

Author(s): Kobi Gal, Guy Shani, Avi Segal, Darlene Cavalier, Daniel Ben Zaken
Published in: 35th AAAI conference on artificial intelligence 2021, 2021
Publisher: AAAI

Prudens: An Argumentation-Based Language for Cognitive Assistants

Author(s): Vassilis Markos, Loizos Michael
Published in: The 6th International Joint Conference on Rules and Reasoning (RuleML+RR 2022)(in Declarative AI 2022), 2022
Publisher: Springer
DOI: 10.1007/978-3-031-21541-4_19

Egocentric Hierarchical Visual Semantics 

Author(s): Luca Erculiani, Andrea Bontempelli, Andrea Passerini, Fausto Giunchiglia
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: HHAI 2023
DOI: 10.48550/arxiv.2305.05422

Diversity-aware Recommendations for Social Justice? Exploring User Diversity and Fairness in Recommender Systems

Author(s): Laura Schelenz
Published in: Adjunct Proceedings of the ACM Conference on User Modelling, Adaptation, and Personalization, 2021
Publisher: ACM
DOI: 10.1145/3450614.3463293

Alone or With Others? Understanding Eating Episodes of College Students with Mobile Sensing

Author(s): Lakmal Meegahapola, Salvador Ruiz-Correa, Daniel Gatica-Perez
Published in: 19th International Conference on Mobile and Ubiquitous Multimedia, 2020, Page(s) 162-166, ISBN 9781450388702
Publisher: ACM
DOI: 10.1145/3428361.3428463

An Empirical Exploration of Diversity Perception

Author(s): Vassilis Markos, Loizos Michael
Published in: 1st Workshop on Diversity-aware Hybrid Human AI (DHHAI), 2023
Publisher: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.8357877

WinoReg: A New Faster and More Accurate Metric of Hardness for Winograd Schemas

Author(s): Nicos Isaak, Loizos Michael
Published in: EPiC Series in Computing volume 72, 2020, Page(s) 46-32
Publisher: EasyChair
DOI: 10.29007/wl4b

Best Practices for Transparency in Machine Generated Personalization

Author(s): Laura Schelenz, Avi Segal, Kobi Gal
Published in: Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020, Page(s) 23-28, ISBN 9781450379502
Publisher: ACM
DOI: 10.1145/3386392.3397593

Concept-level Debugging of Part-Prototype Networks

Author(s): Andrea Bontempelli, Stefano Teso, Katya Tentori, Fausto Giunchiglia, Andrea Passerini
Published in: Eleventh International Conference on Learning Representations (ICLR 2023), 2023
Publisher: ICLR
DOI: 10.48550/arxiv.2205.15769

Machine Coaching

Author(s): Loizos Michael
Published in: Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence, Issue 20, 2019
Publisher: zenodo
DOI: 10.5281/zenodo.3931265

Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries

Author(s): L.Meegahapola, W. Droz, P. Kun, A. De Götzen, C. Nutakki, S. Diwakar, S. Ruiz-Correa, D. Song, H. Xu, M. Bidoglia, G. Gaskell, A. Chagnaa, A. Ganbold, T. Zundui, C. Caprini, D. Miorandi, A. Hume. J.L. Zarza, L. Cernuzzi, I. Bison, M. Rodas Britez, M. Busso, C. Günel, F. Giunchiglia, R. Chenu-Abente, L. Schelenz, D. Gatica-Perez
Published in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2022
Publisher: ACM
DOI: 10.1145/3569483

A Survey on Tie Strength Estimation Methods in Online Social Networks

Author(s): Isidoros Perikos, Loizos Michael
Published in: 14th International Conference on Agents and Artificial Intelligence - ICAART2022, 2022
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010845100003116

An Agent-Based Model for Poverty and Discrimination Policy-Making

Author(s): Nieves Montes, Georgina Curto, Nardine Osman, Carles Sierra
Published in: AMPM 2022: 2nd Workshop in Agent-based Modeling & Policy-Making, 2022
Publisher: CEUR
DOI: 10.48550/arxiv.2303.13994

Streaming and Learning the Personal Context

Author(s): Fausto Giunchiglia, Marcelo Rodas Britez, Andrea Bontempelli, Xiaoyue Li
Published in: Human-Centric and Contextual Systems, Twelfth International Workshop on Modelling and Reasoning in Context, 2021
Publisher: ARXIV

Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation

Author(s): Mohit Kumar, Samuel Kolb, Stefano Teso, Luc De Raedt
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 34/04, 2020, Page(s) 4493-4500, ISSN 2374-3468
Publisher: AAAI
DOI: 10.1609/aaai.v34i04.5877

FCC: Feature Clusters Compression for Long-Tailed Visual Recognition

Author(s): Jian Li,Ziyao Meng,Daqian Shi,Rui Song,Xiaolei Diao, Jingwen Wang, Hao Xu
Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Publisher: CVF
DOI: 10.1109/cvpr52729.2023.02306

Machine Ethics through Machine Coaching

Author(s): Loizos Michael
Published in: Proceedings of the 2nd Workshop in Implementing Machine Ethics, 2020
Publisher: Zenodo
DOI: 10.5281/zenodo.3938851

Diversity by Design: Balancing Protection and Inclusion in Social Network

Author(s): Paula Helm, Loizos Michael and Laura Schelenz
Published in: KI 2021 / 44th German Conference on Artificial Intelligence, 2021
Publisher: arxiv/self-published

Factors Impacting the Quality of User Answers on Smartphones

Author(s): Ivano Bison and Haonan Zhao
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: CEUR
DOI: 10.48550/arxiv.2306.00627

A research infrastructure for generating and sharing diversity-aware data

Author(s): Matteo Busso, Ronal Chenu Abente Acosta and Amalia de Götzen
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: CEUR
DOI: 10.48550/arxiv.2306.09759

Knowledge-Based Translation of Natural Language into Symbolic Form

Author(s): Christodoulos Ioannou, Loizos Michael
Published in: the Seventh Linguistic and Cognitive Approaches to Dialog Agents Workshop, 2021
Publisher: CEUR Workshop Proceedings

Multi-Modal Subjective Context Modelling and Recognition

Author(s): Qiang Shen, Stefano Teso, Wanyi Zhang, Hao Xu, Fausto Giunchiglia
Published in: International Workshop on Modelling and Reasoning in Context, ECAI 2020, 2020
Publisher: ECAI 2020

A context model for collecting diversity-aware data

Author(s): Matteo Busso and Xiaoyue Li
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: CEUR
DOI: 10.48550/arxiv.2306.09753

The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration

Author(s): Samuel Kolb, Paolo Morettin, Pedro Zuidberg Dos Martires, Francesco Sommavilla, Andrea Passerini, Roberto Sebastiani, Luc De Raedt
Published in: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019, Page(s) 6530-6532, ISBN 978-0-9992411-4-1
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2019/946

Discovering eating routines in context with a smartphone app

Author(s): Daniel Gatica-Perez, Joan-Isaac Biel, David Labbe, Nathalie Martin
Published in: Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19, 2019, Page(s) 422-429, ISBN 9781-450368698
Publisher: ACM Press
DOI: 10.1145/3341162.3349297

Social Multimedia, Diversity, and Global South Cities - A Double Blind Side

Author(s): Daniel Gatica-Perez, Darshan Santani, Joan Isaac-Biel, Thanh-Trung Phan
Published in: Proceedings of the 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia - FAT/MM '19, 2019, Page(s) 4-10, ISBN 9781-450369152
Publisher: ACM Press
DOI: 10.1145/3347447.3356749

One Size Does Not Fit All - Badge Behavior in Q&A Sites

Author(s): Stav Yanovsky, Nicholas Hoernle, Omer Lev, Kobi Gal
Published in: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization - UMAP '19, 2019, Page(s) 113-120, ISBN 9781-450360210
Publisher: ACM Press
DOI: 10.1145/3320435.3320438

Value alignment: a formal approach

Author(s): Carles Sierra, Nardine Osman, Pablo Noriega, Jordi Sabater-Mir, and Antoni Perello-Moragues
Published in: Responsible Artificial Intelligence Agents Workshop (RAIA) – AAMAS 2019, 2019
Publisher: Responsible Artificial Intelligence Agents Workshop (RAIA) – AAMAS 2019

Data for Diversity-Aware Technology: Some Ethical Considerations

Author(s): Laura Schelenz
Published in: 1st WeNet Policy Workshop position paper for Beyond Privacy: Learning Data Ethics at European Big Data Community Forum 2019, 2019
Publisher: WeNet Website

A norm optimisation approach to SDGs: tackling poverty by acting on discrimination

Author(s): Georgina Curto, Nieves Montes, Carles Sierra, Nardine Osman, Flavio Comim
Published in: Thirty-First International Joint Conference on Artificial Intelligence, 2022
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2022/726

Keep Sensors in Check: Disentangling Cross-Country Generalization Issues in Mobile Sensor-Based Models with Diversity Scores

Author(s): A. Nanchen, L. Meegahapola, W. Droz, and D. Gatica-Perez
Published in: AAAI/ACM Conf. on Artificial Intelligence, Ethics, and Society (AIES), Montreal, Canada, 2023
Publisher: ACM
DOI: 10.1145/3600211.3604688

Combining Theory of Mind and Abduction for Cooperation Under Imperfect Information

Author(s): Nieves Montes, Nardine Osman, Carles Sierra
Published in: European Conference on Multi-Agent Systems (EUMAS 2022), 2022
Publisher: Springer
DOI: 10.1007/978-3-031-20614-6_17

Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK

Author(s): K. Assi, L.Meegahapola, W. Droz, P. Kun, A. De Götzen, M. Bidoglia, S. Stares, G. Gaskell, A. Chagnaa, A. Ganbold, T. Zundui, C. Caprini, D. Miorandi, A. Hume. J.L. Zarza, L. Cernuzzi, I. Bison, M. Rodas Britez, M. Busso, F. Giunchiglia, R. Chenu-Abente, D. Gatica-Perez
Published in: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI), Hamburg, Germany, 2023
Publisher: ACM
DOI: 10.1145/3544548.3581190

Applying Transparency in Artificial Intelligence based Personalization Systems

Author(s): Laura Schelenz, Avi Segal, Kobi Gal
Published in: European Conference on Aritfiical Intelligence (ECAI) 2020, Workshop on Human-AI Interaction, 2020
Publisher: Arxiv

Intra-Organizational Communication 2.0

Author(s): Savvas Charalambides, Loizos Michael
Published in: 1st Workshop on Diversity-aware Hybrid Human AI (DHHAI), 2023
Publisher: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.8366255

SOS TUTOR ÍA UC’: A Diversity-Aware Application for Tutor Recommendation Based on Competence and Personality

Author(s): Laura ACHÓN, Ana DE SOUZA, Alethia HUME, Ronald CHENU-ABENTE, Amalia de Götzen, Luca Cernuzzi
Published in: International Conference Series on Hybrid Human-Artificial Intelligence, 2023
Publisher: IOS press
DOI: 10.48550/arxiv.2309.10869

Neural-Symbolic Integration: A Compositional Perspective

Author(s): Tsamoura, Efthymia; Michael, Loizos
Published in: The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Issue 8, 2021
Publisher: AAAI

A Crowdsourcing Methodology for Improved Geographic Focus Identification of News-stories

Author(s): Christos Rodosthenous, Loizos Michael
Published in: Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021, Page(s) 680-687, ISBN 978-989-758-484-8
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010228406800687

Protecting Mobile Food Diaries from Getting too Personal

Author(s): Lakmal Meegahapola, Salvador Ruiz-Correa, Daniel Gatica-Perez
Published in: 19th International Conference on Mobile and Ubiquitous Multimedia, 2020, Page(s) 212-222, ISBN 9781450388702
Publisher: ACM
DOI: 10.1145/3428361.3428468

Book chapters (9)

WinoFlexi: A Crowdsourcing Platform for the Development of Winograd Schemas

Author(s): Nicos Isaak, Loizos Michael
Published in: AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2–5, 2019, Proceedings, Issue 11919, 2019, Page(s) 289-302, ISBN 978-3-030-35287-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-35288-2_24

Value-Alignment Equilibrium in Multiagent Systems

Author(s): Nieves Montes, Carles Sierra
Published in: Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4–5, 2020, Revised Selected Papers, Issue 12641, 2021, Page(s) 189-204, ISBN 978-3-030-73958-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_17

How to Design Potential Solutions for a Cross-country Platform that Leverages Students’ Diversity: A User-Centered Design Approach – and Its Challenges

Author(s): Giulia D’Ettole, Thomas Bjørner, Amalia De Götzen
Published in: Design, User Experience, and Usability. Case Studies in Public and Personal Interactive Systems - 9th International Conference, DUXU 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part III, Issue 12202, 2020, Page(s) 415-426, ISBN 978-3-030-49756-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-49757-6_30

Blending NLP and Machine Learning for the Development of Winograd Schemas

Author(s): Nicos Isaak, Loizos Michael
Published in: Agents and Artificial Intelligence - 12th International Conference, ICAART 2020, Valletta, Malta, February 22–24, 2020, Revised Selected Papers, Issue 12613, 2021, Page(s) 188-214, ISBN 978-3-030-71157-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-71158-0_9

Explainability and the Fourth AI Revolution

Author(s): Loizos Michael
Published in: 2023
Publisher: Edward Elgar
DOI: 10.4337/9781839106750.00015

Mediating social interaction through a chatbot to leverage the diversity of a community: tensions, paradoxes, and opportunities

Author(s): A. de Götzen, P. Kun, L. Simeone, N. Morelli
Published in: 2022
Publisher: Routledge

Open Social Systems

Author(s): Nardine Osman, Carles Sierra, Ronald Chenu-Abente, Qiang Shen, Fausto Giunchiglia
Published in: Multi-Agent Systems and Agreement Technologies - 17th European Conference, EUMAS 2020, and 7th International Conference, AT 2020, Thessaloniki, Greece, September 14-15, 2020, Revised Selected Papers, Issue 12520, 2020, Page(s) 132-142, ISBN 978-3-030-66411-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-66412-1_9

Autodidactic and Coachable Neural Architectures

Author(s): Loizos Michael
Published in: 2023
Publisher: IOS press
DOI: 10.3233/faia230143

Contestable Black Boxes

Author(s): Andrea Aler Tubella, Andreas Theodorou, Virginia Dignum, Loizos Michael
Published in: Rules and Reasoning - 4th International Joint Conference, RuleML+RR 2020, Oslo, Norway, June 29 – July 1, 2020, Proceedings, Issue 12173, 2020, Page(s) 159-167, ISBN 978-3-030-57976-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-57977-7_12

Peer reviewed articles (25)

Experience and prediction: a metric of hardness for a novel litmus test

Author(s): Nicos Isaak, Loizos Michael
Published in: Journal of Logic and Computation, 2021, ISSN 0955-792X
Publisher: Oxford University Press
DOI: 10.1093/logcom/exab005

MEduKG: A Deep-Learning-Based Approach for Multi-Modal Educational Knowledge Graph Construction

Author(s): Li N, Shen Q, Song R, Y Chi, Hao Xu
Published in: Information, 2022, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info13020091

To Transfer or Not to Transfer and Why? Meta-Transfer Learning for Explainable and Controllable Cross-Individual Activity Recognition

Author(s): Shen Qiang, Teso Stefano, Fausto Giunchiglia, Hao Xu*.
Published in: Electronics, 2023, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics12102275

Diversity and Social Justice in Technology Design: Reflections on Diversity-Aware Technology

Author(s): Laura Schelenz
Published in: International Journal of Critical Diversity Studies, 2023, ISSN 2516-5518
Publisher: International Journal of Critical Diversity Studies
DOI: 10.13169/intecritdivestud.5.2.0033

Improving Time Use Measurement with Personal Big Data Collection – The Experience of the European Big Data Hackathon 2019

Author(s): Mattia Zeni, Ivano Bison, Fernando Reis, Britta Gauckler, Fausto Giunchiglia
Published in: Journal of Official Statistics, Issue 37/2, 2021, Page(s) 341-365, ISSN 2001-7367
Publisher: Sciendo
DOI: 10.2478/jos-2021-0015

Human-in-the-loop handling of knowledge drift

Author(s): Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso
Published in: Data Mining and Knowledge Discovery, 2022, ISSN 1384-5810
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10618-022-00845-0

Towards Visual Semantics

Author(s): Fausto Giunchiglia, Luca Erculiani, Andrea Passerini
Published in: SN Computer Science, Issue 2/6, 2021, ISSN 2662-995X
Publisher: SPRINGER
DOI: 10.1007/s42979-021-00839-7

Smartphone Sensing for the Well-Being of Young Adults: A Review

Author(s): Lakmal Meegahapola, Daniel Gatica-Perez
Published in: IEEE Access, Issue 9, 2021, Page(s) 3374-3399, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3045935

Dealing with Mislabeling via Interactive Machine Learning

Author(s): Wanyi Zhang, Andrea Passerini, Fausto Giunchiglia
Published in: KI - Künstliche Intelligenz, Issue 34/2, 2020, Page(s) 271-278, ISSN 0933-1875
Publisher: Springer
DOI: 10.1007/s13218-020-00630-5

Empowering Users in Online Open Communities

Author(s): Nardine Osman, Ronald Chenu-Abente, Qiang Shen, Carles Sierra, Fausto Giunchiglia
Published in: SN Computer Science, Issue 2/4, 2021, ISSN 2662-995X
Publisher: Sringer Nature
DOI: 10.1007/s42979-021-00714-5

One More Bite?

Author(s): Lakmal Meegahapola, Salvador Ruiz-Correa, Viridiana del Carmen Robledo-Valero, Emilio Ernesto Hernandez-Huerfano, Leonardo Alvarez-Rivera, Ronald Chenu-Abente, Daniel Gatica-Perez
Published in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Issue 5/1, 2021, Page(s) 1-28, ISSN 2474-9567
Publisher: ACM
DOI: 10.1145/3448120

Sensing Eating Events in Context: A Smartphone-Only Approach

Author(s): W. Bangamuarachchi, A. Chamantha, L. Meegahapola, S. Ruiz-Correa, I. Perera, D. Gatica-Perez
Published in: IEEE Access, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3179702

Putting human behavior predictability in context

Author(s): Wanyi Zhang, Qiang Shen, Stefano Teso, Bruno Lepri, Andrea Passerini, Ivano Bison, Fausto Giunchiglia
Published in: EPJ Data Science, Issue 10/1, 2021, ISSN 2193-1127
Publisher: SpringerOpen
DOI: 10.1140/epjds/s13688-021-00299-2

Combining Theory of Mind and Abductive Reasoning in Agent-Oriented Programming

Author(s): Nieves Montes, Michael Luck, Nardine Osman, Odinaldo Rodrigues, Carles Sierra
Published in: JAAMAS - journal, 2023, ISSN 2523-5699
Publisher: IFAAMAS
DOI: 10.1007/s10458-023-09613-w

A Sequential Graph Neural Network for Short Text Classification

Author(s): Ke Zhao, Lan Huang, Rui Song, Qiang Shen, Hao Xu
Published in: Algorithms, 2021, ISSN 1999-4893
Publisher: MDPI Open Access Publishing
DOI: 10.3390/a14120352

A multi-scenario approach to continuously learn and understand norm violations

Author(s): Thiago Freitas dos Santos, Nardine Osman, Marco Schorlemmer
Published in: Autonomous Agents and Multuagent Systems (JAAMAS), 2023, ISSN 1573-7454
Publisher: Springer
DOI: 10.1007/s10458-023-09619-4

UCarpooling: decongesting traffic through carpoolingusing automatic pairings

Author(s): Magalí González, Alejandro Lugo, Nathalie Aquino, Luca Cernuzzi, Ronald Chenú
Published in: CLEI Electronic Journal, Issue 24/2, 2021, ISSN 0717-5000
Publisher: CLEI Electronic Journal
DOI: 10.19153/cleiej.24.2.10

Marfusion: An Attention-Based Multimodal Fusion Model for Human Activity Recognition in Real-World Scenarios

Author(s): Yunhan Zhao, Siqi Guo, Zeqi Chen, Qiang Shen,Zhengyuan Meng, Qiang Shen, Hao Xu
Published in: Applied Sciences, 2022, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app12115408

A Multi-Granular Aggregation-Enhanced Knowledge Graph Representation for Recommendation

Author(s): Xi Liu, Rui Song, Yuhang Wang, Hao Xu
Published in: Information, 2022, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info13050229

Understanding Help as a Commons

Author(s): Marta Poblet, Carles Sierra
Published in: International Journal of the Commons, Issue 14/1, 2020, Page(s) 481-493, ISSN 1875-0281
Publisher: International Association for the Study of the Commons
DOI: 10.5334/ijc.1029

Between Identity and Ambiguity

Author(s): Karoline Reinhardt
Published in: Symposion, Issue 7/2, 2020, Page(s) 261-283, ISSN 1584-174X
Publisher: Symposion
DOI: 10.5840/symposion20207218

Federated Meta-Learning with Attention for Diversity-Aware Human Activity Recognition

Author(s): Qiang Shen, Haotian Feng, Rui Song, Donglei Song, Hao Xu
Published in: Sensors, 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031083

Learning Weighted Model Integration Distributions

Author(s): Paolo Morettin, Samuel Kolb, Stefano Teso, Andrea Passerini
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 34/04, 2020, Page(s) 5224-5231, ISSN 2374-3468
Publisher: AAAI Press
DOI: 10.1609/aaai.v34i04.5967

What virtual laboratory usage tells us about laboratory skill education pre- and post-COVID-19: Focus on usage, behavior, intention and adoption

Author(s): Rakhi Radhamani, Dhanush Kumar, Nijin Nizar, Krishnashree Achuthan, Bipin Nair, Shyam Diwakar
Published in: Education and Information Technologies, 2021, ISSN 1360-2357
Publisher: Chapman & Hall
DOI: 10.1007/s10639-021-10583-3

Synthesis and Properties of Optimally Value-Aligned Normative Systems

Author(s): Nieves Montes, Carles Sierra
Published in: Journal of Artificial Intelligence Research, 2022, ISSN 1076-9757
Publisher: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13487

Thesis and dissertations (1)

Story Comprehension Using Crowdsourced Commonsense Knowledge

Author(s): Christos Rodosthenous
Published in: 2021
Publisher: Open University of Cyprus