My research focuses on the socio-technical factors influencing the design and uptake of Collective Intelligence infrastructures. These are online environments which seek to improve collective awareness of the changing environment, and collective capacity to make the best use of expertise to problem solve, and adapt appropriately. I have particular interests in knowledge construction through discourse, and the role of technology in scaffolding dialogue and argumentation in contested domains,...

Keys: Collective Intelligence, Participatory Planning, Knowledge Management, Organizational Memory, Sensemaking Technologies

Larasati, R., De Liddo, A. and Motta, E. (2023) Meaningful Explanation Effect on User's Trust in an AI Medical System: Designing Explanations for Non-Expert Users, ACM Transactions on Interactive Intelligent Systems, pp. (Early Access)

De Liddo, A., Concilio, G., Rizzo, F. and Siemon, D. (2023) Critical Deliberative Democracy Tech: Questions, Tensions, Norms and Directions for Working with Institutions, Communities and Technologies to Scale Up Democratic Innovations, C&T '23: The International Conference on Communities and Technologies, Lahti, Finland

, l., Moor, A., Brayshay, B. and De Liddo, A. (2023) A tale of struggles: an evaluation framework for transitioning from individually usable to community-useful online deliberation tools, Communities and Technologies (C&T) 2023, Lahti, Finland

De Liddo, A. (2023) Using Technology to Unite Us: Can Disagreement be a Catalyst for Consensus Building?, ACM SIGCAS Computers and Society, 51, pp. 12-13, Association for Computing Machinery (ACM)

Larasati, R., De Liddo, A. and Motta, E. (2023) Human and AI Trust: Trust Attitude Measurement Instrument Development, Workshop on Trust and Reliance in AI-Assisted Tasks (TRAIT) at CHI 2023, Hamburg, Germany

, l. and De Liddo, A. (2023) BCause: Reducing group bias and promoting cohesive discussion in online deliberation processes through a simple and engaging online deliberation tool, 1st Workshop on Social Influence in Conversations, SIC, Toronto, Canada

Suran, S., Pattanaik, V., Kurvers, R., Hallin, C., De Liddo, A., Krimmer, R. and Draheim, D. (2022) Building Global Societies on Collective Intelligence: Challenges and Opportunities, Digital Government: Research and Practice

Suran, S., Pattanaik, V., Kurvers, R., Hallin, C., De Liddo, A., Krimmer, R. and Draheim, D. (2022) Building Global Societies on Collective Intelligence: Challenges and Opportunities, Digital Government: Research and Practice

Quinto, I., Landoli, L. and De Liddo, A. (2021) Designing online collaboration for the individual and social good: A collective argumentation approach, 27th Annual Americas Conference on Information Systems, AMCIS 2021, Virtual, Online

De Liddo, A. and Strube, R. (2021) Understanding Failures and Potentials of Argumentation Tools for Public Deliberation, C&T '21: Proceedings of the 10th International Conference on Communities & Technologies - Wicked Problems in the Age of Tech, Seattle WA., USA

, l. and De Liddo, A. (2021) Making sense of online discussions: can automated reports help?, CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, Yokohama, Japan

Larasati, R., De Liddo, A. and Motta, E. (2021) AI Healthcare System Interface: Explanation Design for Non-Expert User Trust, ACM IUI 2021. Workshop 7: Transparency and Explanations in Smart Systems - TExSS

De Liddo, A., Souto, N. and Pluss, B. (2021) Let's replay the political debate: Hypervideo technology for visual sensemaking of televised election debates Let's replay the political debate: Hypervideo technology for visual sensemaking of televised election debates, 145, pp. (Early Access)

Suran, S., Pattanaik, V., Hallin, C., De Liddo, A., Krimmer, R. and Draheim, D. (2021) Building Global Societies on Collective Intelligence: Challenges and Opportunities, SSRN Electronic Journal, pp. (Early access)

De Liddo, A., Pluss, B. and Ardito, A. (2020) Democratic Reflection: Nudging Citizens' Democratic Engagement with Political Election Debates, CSCW '20 Companion, Virtual Event, USA

Lupi, L., Antonini, A., De Liddo, A. and Motta, E. (2020) Actionable Open Data: Connecting City Data to Local Actions Actionable Open Data: Connecting City Data to Local Actions, 16, pp. (In Press)

Larasati, R., De Liddo, A. and Motta, E. (2020) The effect of explanation styles on user's trust, 2020 Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies, Cagliari, Italy

Larasati, R. and De Liddo, A. (2019) Building a Trustworthy Explainable AI in Healthcare, INTERACT 2019/ 17th IFIP: International Conference of Human Computer Interaction. Workshop: Human(s) in the loop -Bringing AI & HCI together, Cyprus

Okada, A. and De Liddo, A. (2019) LiteMap - Mapeamento do conhecimento

Grunewald, P., Roberts, S., Hedges, M., Buchana, P. and De Liddo, A. (2019) Collective Consciousness: What could this mean and how do we research and design (with) it?, 9th International Conference on Communities & Technologies - Transforming Communities, Vienna, Austria

Ullmann, T., De Liddo, A. and Bachler, M. (2019) A Visualisation Dashboard for Contested Collective Intelligence. Learning Analytics to Improve Sensemaking of Group Discussion A Visualisation Dashboard for Contested Collective Intelligence. Learning Analytics to Improve Sensemaking of Group Discussion, 22, pp. 41-80

Schuler, D., De Liddo, A., Smith, J. and Cindio, F. (2018) Collective intelligence for the common good: cultivating the seeds for an intentional collaborative enterprise Collective intelligence for the common good: cultivating the seeds for an intentional collaborative enterprise, 33, pp. 1-13

Plüss, B. and De Liddo, A. (2018) Democratic Replay: Enhancing TV Election Debates with Interactive Visualisations, Proceedings of the 51st Hawaii International Conference on System Sciences, Waikoloa Village, Hawaii

Farrell-Frey, T., Scavo, B., Ardito, A. and De Liddo, A. (2018) Augmented Reality in Activism: Go March

Okada, A. and De Liddo, A. (2018) LiteMap Outreach and Usage by Brazilian Universities

De Liddo, A. and Concilio, G. (2017) Making Decision in Open Communities: Collective Actions in the Public Realm Making Decision in Open Communities: Collective Actions in the Public Realm, 26, pp. 847-856

De Liddo, A., Plüss, B. and Wilson, P. (2017) A Novel Method to Gauge Audience Engagement with Televised Election Debates through Instant, Nuanced Feedback Elicitation, Communities and Technologies (C&T) 2017, Troyes, France

Piccolo, L., De Liddo, A., Burel, G., Fernandez, M. and Alani, H. (2017) Collective intelligence for promoting changes in behaviour: a case study on energy conservation, AI & Society, 33, 1, pp. 15-25

Iandoli, L., Quinto, I., De Liddo, A. and Buckingham Shum, S. (2016) On Online Collaboration and Construction of Shared Knowledge: Assessing Mediation Capability in Computer Supported Argument Visualization Tools On Online Collaboration and Construction of Shared Knowledge: Assessing Mediation Capability in Computer Supported Argument Visualization Tools, 67, pp. 1052-1067

Parent, M., De Liddo, A., Ullmann, T. and Klein, M. (2015) Project Testbed: Argument Mapping and Deliberation Analytics

Plüss, B. and De Liddo, A. (2015) Engaging Citizens with Televised Election Debates through Online Interactive Replays, Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video, Brussels, Belgium

Simsek, D., Sandor, A., Buckingham Shum, S., Ferguson, R., De Liddo, A. and Whitelock, D. (2015) Correlations between automated rhetorical analysis and tutors' grades on student essays, 5th International Learning Analytics & Knowledge Conference (LAK15): Scaling Up: Big Data to Big Impact, Poughkeepsie, NY, USA

Ullmann, T., De Liddo, A. and Bachler, M. (2014) Collective Intelligence Analytics Dashboard Usability Evaluation

De Liddo, A. and Buckingham Shum, S. (2014) New Ways of Deliberating Online: An Empirical Comparison of Network and Threaded Interfaces for Online Discussion, Electronic Participation - 6th IFIP WG 8.5 International Conference, ePart 2014, Dublin, Ireland, eds. Efthimios Tambouris, Ann Macintosh, Frank Bannister, Lecture Notes in Computer Science, 8654, pp. 90-101, Springer

Piccolo, L., Alani, H., De Liddo, A. and Baranauskas, C. (2014) Motivating online engagement and debates on energy consumption, ACM Web Science 2014, Bloomington, US, pp. 109-118, ACM

Arniani, M., Badii, A., De Liddo, A., Georgi, S., Passani, A., Piccolo, L. and Teli, M. (2014) Collective Awareness Platform for Sustainability and Social Innovation: An Introduction Collective Awareness Platform for Sustainability and Social Innovation: An Introduction

Bektik, D., (2014) Visual Analytics of Academic Writing, Demo at The 4th International Learning Analytics and Knowledge, Indianapolis, IN, USA, pp. 265-266, ACM New York, NY, USA ©2014

Buckingham Shum, S., De Liddo, A. and Klein, M. (2014) DCLA Meet CIDA: Collective Intelligence Deliberation Analytics, Workshop: 2nd Int. Workshop on Discourse-Centric Learning Analytics at 4th Int. Conf. on Learning Analytics & Knowledge., Indianapolis, USA

Buckingham Shum, S., De Liddo, A. and Klein, M. (2014) DCLA Meet CIDA: Collective Intelligence Deliberation Analytics, The 4th International Conference on Learning Analytics and Knowledge, Indianapolis, IN, USA

Ferguson, R., De Liddo, A., Whitelock, D., Laat, M. and Buckingham Shum, S. (2014) DCLA14: second international workshop on discourse-centric learning analytics, Learning Analytics and Knowledge, Indianapolis, IN, USA LAK '14, eds. Matthew D. Pistilli, James Willis, Drew Koch, Kimberly E. Arnold, Stephanie D. Teasley, Abelardo Pardo (Eds.), pp. 283-284, ACM

Iandoli, L., Quinto, I., De Liddo, A. and Buckingham Shum, S. (2014) Socially Augmented Argumentation Tools: Rationale, Design and Evaluation of a Debate Dashboard, International Journal of Human-Computer Studies, 72, 3, pp. 298-319, Elsevier

Piccolo, L., Baranauskas, C., Fernandez, M., Alani, H. and De Liddo, A. (2014) Energy consumption awareness in the workplace: technical artefacts and practices, XIII Brazilian Symposium on Human Factors in Computer Systems, Foz do Iguaçu, Brazil

Iandoli, L., Quinto, I., De Liddo, A. and Buckingham Shum, S. (2013) Improving Knowledge Management by Supporting Asynchronous Communications with a Debate Dashboard, International Journal of Information Systems and Social Change, 4, 4, pp. 26-44, IGI Global

De Liddo, A. and Buckingham Shum, S. (2013) Improving Online Deliberation with Argument Network Visualization, Workshop: Digital Cities 8 at 6th International Conference on Communities and Technologies, C&T 2013, Munich, Germany

De Liddo, A. and Buckingham Shum, S. (2013) The Evidence Hub: Harnessing the Collective Intelligence of Communities to Build Evidence-Based Knowledge, Workshop: Large Scale Ideation and Deliberation at 6th International Conference on Communities and Technologies, Munich, Germany

Convertino, G., Klein, M., De Liddo, A., Westerski, A., Diaz, P., Hardas, M., Xiao, L., Bartolini, C. and Folk, J. (2013) Large-Scale Idea Management and Deliberation Systems Workshop, Communities and Technologies (C&T) 2013, Munich, Germany

Bektik, D., (2013) XIP Dashboard: Visual Analytics from Automated Rhetorical Parsing of Scientific Metadiscourse, Workshop: 1st International Workshop on Discourse-Centric Learning Analytics at Learning Analytics and Knowledge (LAK '13), Leuven, Belgium

Taibi, D., (2013) Visualizing the LAK/EDM Literature Using Combined Concept and Rhetorical Sentence Extraction, Demo at Learning Analytics and Knowledge (LAK '13), Leuven, Belgium

De Liddo, A., (2012) Collective Intelligence as Community Discourse and Action, Computer Supported Cooperative Work, Seattle, WA, USA CSCW2012, eds. Steven E. Poltrock, Carla Simone, Jonathan Grudin, Gloria Mark, John Riedl, Companion, ACM

De Liddo, A., (2012) Cohere and XIP: human annotation harnessing machine annotation power, Computer Supported Cooperative Work, Seattle, WA, USA CSCW2012, eds. Steven E. Poltrock, Carla Simone, Jonathan Grudin, Gloria Mark, John Riedl, Companion, pp. 49-50, ACM

De Liddo, A., (2012) Contested Collective Intelligence: Rationale, Technologies, and a Human-Machine Annotation Study, Computer Supported Cooperative Work

De Liddo, A., Buckingham Shum, S., McAndrew, P. and Farrow, R. (2012) The Open Education Evidence Hub: A Collective Intelligence Tool for Evidence Based Policy, Cambridge 2012: Joint OER12 and OpenCourseWare Consortium Global 2012 Conference, Cambridge, UK

Iandoli, L., Quinto, I., De Liddo, A. and Buckingham Shum, S. (2012) A debate dashboard to enhance online knowledge sharing A debate dashboard to enhance online knowledge sharing, 42, pp. 67-93

Buckingham Shum, S., Cannavacciuolo, L., De Liddo, A., Iandoli, L. and Quinto, I. (2011) Using Social network Analysis to Support Collective Decision-Making Process, International Journal of Decision Support System Technology, 3, 2, pp. 15-31, IGI Global

De Liddo, A., Buckingham Shum, S., Quinto, I., Bachler, M. and Cannavacciuolo, L. (2011) Discourse-centric learning analytics, LAK 2011: 1st International Conference on Learning Analytics & Knowledge, Banff, Alberta, Canada

De Liddo, A. and Panagiota, A. (2010) A Method and Tool to Support the Analysis and Enhance the Understanding of Peer-to-Peer Learning Experiences, OpenED2010: Seventh Annual Open Education Conference, Barcelona, Spain