Francesca Toni

7.2k total citations
156 papers, 2.5k citations indexed

About

Francesca Toni is a scholar working on Artificial Intelligence, Information Systems and Management Information Systems. According to data from OpenAlex, Francesca Toni has authored 156 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 127 papers in Artificial Intelligence, 20 papers in Information Systems and 16 papers in Management Information Systems. Recurrent topics in Francesca Toni's work include Multi-Agent Systems and Negotiation (88 papers), Logic, Reasoning, and Knowledge (68 papers) and Semantic Web and Ontologies (40 papers). Francesca Toni is often cited by papers focused on Multi-Agent Systems and Negotiation (88 papers), Logic, Reasoning, and Knowledge (68 papers) and Semantic Web and Ontologies (40 papers). Francesca Toni collaborates with scholars based in United Kingdom, Italy and France. Francesca Toni's co-authors include Phan Minh Dũng, Robert Kowalski, Paolo Mancarella, Antonio Rago, Oana Cocarascu, Xiuyi Fan, Pietro Baroni, Fariba Sadri, Kristijonas Čyras and Ulle Endriss and has published in prestigious journals such as SHILAP Revista de lepidopterología, Cochrane Database of Systematic Reviews and International Journal of Molecular Sciences.

In The Last Decade

Francesca Toni

144 papers receiving 2.3k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Francesca Toni United Kingdom	25	2.2k	249	215	212	159	156	2.5k
Guillermo Ricardo Simari Argentina	24	2.5k 1.1×	393 1.6×	326 1.5×	268 1.3×	120 0.8×	194	2.8k
Liz Sonenberg Australia	20	883 0.4×	132 0.5×	133 0.6×	135 0.6×	202 1.3×	73	1.3k
Rinke Hoekstra Netherlands	16	1.3k 0.6×	697 2.8×	173 0.8×	59 0.3×	132 0.8×	59	1.7k
Ronald P. Loui United States	15	1.3k 0.6×	115 0.5×	74 0.3×	62 0.3×	83 0.5×	52	1.6k
Joost Breuker Netherlands	19	1.2k 0.5×	325 1.3×	160 0.7×	49 0.2×	69 0.4×	68	1.5k
Katie Atkinson United Kingdom	20	1.2k 0.5×	156 0.6×	105 0.5×	115 0.5×	81 0.5×	124	1.4k
Carlos Iván Chesñevar Argentina	19	1.1k 0.5×	240 1.0×	120 0.6×	79 0.4×	39 0.2×	102	1.3k
Sebastian Neumaier Austria	12	619 0.3×	252 1.0×	80 0.4×	78 0.4×	323 2.0×	22	1.1k
Jaime Simão Sichman Brazil	16	586 0.3×	122 0.5×	159 0.7×	207 1.0×	214 1.3×	104	990
Fabio Vitali Italy	18	761 0.3×	624 2.5×	100 0.5×	175 0.8×	50 0.3×	157	1.4k

Countries citing papers authored by Francesca Toni

Since Specialization

Citations

This map shows the geographic impact of Francesca Toni's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Francesca Toni with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Francesca Toni more than expected).

Fields of papers citing papers by Francesca Toni

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Francesca Toni. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Francesca Toni. The network helps show where Francesca Toni may publish in the future.

Co-authorship network of co-authors of Francesca Toni

This figure shows the co-authorship network connecting the top 25 collaborators of Francesca Toni. A scholar is included among the top collaborators of Francesca Toni based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Francesca Toni. Francesca Toni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Rago, Antonio, et al.. (2025). Heterogeneous graph neural networks with post-hoc explanations for multi-modal and explainable land use inference. Information Fusion. 120. 103057–103057. 1 indexed citations

Yeoh, William, et al.. (2024). Dialectical Reconciliation via Structured Argumentative Dialogues. 777–787. 1 indexed citations

Kampik, Timotheus, Nico Potyka, Xiang Yin, Kristijonas Čyras, & Francesca Toni. (2024). Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis. International Journal of Approximate Reasoning. 173. 109255–109255.

Rago, Antonio, et al.. (2024). Contestable AI Needs Computational Argumentation. 888–896. 1 indexed citations

Čyras, Kristijonas, Oana Cocarascu, Francis Ruiz, et al.. (2023). ROAD2H: Development and evaluation of an open‐source explainable artificial intelligence approach for managing co‐morbidity and clinical guidelines. Learning Health Systems. 8(2). e10391–e10391. 3 indexed citations

He, Chloe, et al.. (2021). Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks. Autonomous Agents and Multi-Agent Systems. 1761–1763. 4 indexed citations

Belardinelli, Francesco, et al.. (2021). Aggregating Bipolar Opinions. Autonomous Agents and Multi-Agent Systems. 746–754. 1 indexed citations

Čyras, Kristijonas, et al.. (2021). Argumentative XAI: A Survey. Institutional Research Information System (Università degli Studi di Brescia). 41 indexed citations

Lertvittayakumjorn, Piyawat, Lucia Specia, & Francesca Toni. (2020). FIND: Human-in-the-Loop Debugging Deep Text Classifiers. 332–348. 17 indexed citations

10.

Čyras, Kristijonas, et al.. (2020). AI-assisted Schedule Explainer for Nurse Rostering. Research Portal (King's College London). 2101–2103.

11.

Kakas, Antonis, Loizos Michael, & Francesca Toni. (2016). Argumentation: Reconciling Human and Automated Reasoning.. Spiral (Imperial College London). 43–60. 2 indexed citations

12.

Gao, Yang & Francesca Toni. (2014). Argumentation-based reinforcement learning for robocup soccer takeaway. Adaptive Agents and Multi-Agents Systems. 1411–1412. 2 indexed citations

13.

Fan, Xiuyi, et al.. (2014). Dialogical two-agent decision making with assumption-based argumentation. Adaptive Agents and Multi-Agents Systems. 533–540. 20 indexed citations

14.

D’Orazi, Valerio, et al.. (2012). Unexpected granular cell tumor in abdominal wall: case report and literature review.. PubMed. 98(1). e18–21. 6 indexed citations

15.

Fan, Xiuyi & Francesca Toni. (2011). Assumption-based argumentation dialogues. International Joint Conference on Artificial Intelligence. 198–203. 16 indexed citations

16.

Dũng, Phan Minh, et al.. (2008). Towards argumentation-based contract negotiation. 134–146. 17 indexed citations

17.

Kakas, Antonis, et al.. (2004). Declarative agent control. CINECA IRIS Institutial research information system (University of Pisa).

18.

Kakas, Antonis, Paolo Mancarella, Fariba Sadri, Kostas Stathis, & Francesca Toni. (2004). The KGP model of agency. CINECA IRIS Institutial research information system (University of Pisa). 28–32. 41 indexed citations

19.

Kowalski, Robert, et al.. (1995). A Theorem-Proving approach to CLP.. 63–72. 4 indexed citations

20.

Kowalski, Robert, et al.. (1994). Towards a Declarative and Efficient Glass-Box CLP Language.. 138–141. 5 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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