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536 results on '"Palmirani, Monica"'

1. Hybrid Classification of European Legislation Using Sustainable Development Goals

Author

Corazza, Michele, Gatti, Franco M. T., Sapienza, Salvatore, Palmirani, Monica, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Artale, Alessandro, editor, Cortellessa, Gabriella, editor, and Montali, Marco, editor

Published
2025
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2. Data Sharing Governance in Digital Twins and Smart Cities: The European Data Strategy

Author

Sapienza, Salvatore, Palmirani, Monica, Greco, Sara, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kö, Andrea, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2024
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3. Legal Definition Annotation in EU Legislation Using Symbolic AI

Author

Asif, Muhammad, Palmirani, Monica, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kö, Andrea, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2024
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6. A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act

Author

Sovrano, Francesco, Sapienza, Salvatore, Palmirani, Monica, and Vitali, Fabio

Subjects
Computer Science - Artificial Intelligence, Computer Science - Computers and Society
Abstract

This study discusses the interplay between metrics used to measure the explainability of the AI systems and the proposed EU Artificial Intelligence Act. A standardisation process is ongoing: several entities (e.g. ISO) and scholars are discussing how to design systems that are compliant with the forthcoming Act and explainability metrics play a significant role. This study identifies the requirements that such a metric should possess to ease compliance with the AI Act. It does so according to an interdisciplinary approach, i.e. by departing from the philosophical concept of explainability and discussing some metrics proposed by scholars and standardisation entities through the lenses of the explainability obligations set by the proposed AI Act. Our analysis proposes that metrics to measure the kind of explainability endorsed by the proposed AI Act shall be risk-focused, model-agnostic, goal-aware, intelligible & accessible. This is why we discuss the extent to which these requirements are met by the metrics currently under discussion., Comment: Accepted paper at JURIX 2021

Published
2021
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7. Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR

Author

Sovrano, Francesco, Vitali, Fabio, and Palmirani, Monica

Subjects
Computer Science - Computers and Society, Computer Science - Artificial Intelligence
Abstract

The European Union (EU) through the High-Level Expert Group on Artificial Intelligence (AI-HLEG) and the General Data Protection Regulation (GDPR) has recently posed an interesting challenge to the eXplainable AI (XAI) community, by demanding a more user-centred approach to explain Automated Decision-Making systems (ADMs). Looking at the relevant literature, XAI is currently focused on producing explainable software and explanations that generally follow an approach we could term One-Size-Fits-All, that is unable to meet a requirement of centring on user needs. One of the causes of this limit is the belief that making things explainable alone is enough to have pragmatic explanations. Thus, insisting on a clear separation between explainabilty (something that can be explained) and explanations, we point to explanatorY AI (YAI) as an alternative and more powerful approach to win the AI-HLEG challenge. YAI builds over XAI with the goal to collect and organize explainable information, articulating it into something we called user-centred explanatory discourses. Through the use of explanatory discourses/narratives we represent the problem of generating explanations for Automated Decision-Making systems (ADMs) into the identification of an appropriate path over an explanatory space, allowing explainees to interactively explore it and produce the explanation best suited to their needs.

Published
2021
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8. Modelling GDPR-Compliant Explanations for Trustworthy AI

Author

Sovrano, Francesco, Vitali, Fabio, and Palmirani, Monica

Subjects
Computer Science - Human-Computer Interaction
Abstract

Through the General Data Protection Regulation (GDPR), the European Union has set out its vision for Automated Decision- Making (ADM) and AI, which must be reliable and human-centred. In particular we are interested on the Right to Explanation, that requires industry to produce explanations of ADM. The High-Level Expert Group on Artificial Intelligence (AI-HLEG), set up to support the implementation of this vision, has produced guidelines discussing the types of explanations that are appropriate for user-centred (interactive) Explanatory Tools. In this paper we propose our version of Explanatory Narratives (EN), based on user-centred concepts drawn from ISO 9241, as a model for user-centred explanations aligned with the GDPR and the AI-HLEG guidelines. Through the use of ENs we convert the problem of generating explanations for ADM into the identification of an appropriate path over an Explanatory Space, allowing explainees to interactively explore it and produce the explanation best suited to their needs. To this end we list suitable exploration heuristics, we study the properties and structure of explanations, and discuss the proposed model identifying its weaknesses and strengths.

Published
2021
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9. Deep Learning Based Multi-Label Text Classification of UNGA Resolutions

Author

Sovrano, Francesco, Palmirani, Monica, and Vitali, Fabio

Subjects
Computer Science - Information Retrieval, Computer Science - Machine Learning, Statistics - Machine Learning
Abstract

The main goal of this research is to produce a useful software for United Nations (UN), that could help to speed up the process of qualifying the UN documents following the Sustainable Development Goals (SDGs) in order to monitor the progresses at the world level to fight poverty, discrimination, climate changes. In fact human labeling of UN documents would be a daunting task given the size of the impacted corpus. Thus, automatic labeling must be adopted at least as a first step of a multi-phase process to reduce the overall effort of cataloguing and classifying. Deep Learning (DL) is nowadays one of the most powerful tools for state-of-the-art (SOTA) AI for this task, but very often it comes with the cost of an expensive and error-prone preparation of a training-set. In the case of multi-label text classification of domain-specific text it seems that we cannot effectively adopt DL without a big-enough domain-specific training-set. In this paper, we show that this is not always true. In fact we propose a novel method that is able, through statistics like TF-IDF, to exploit pre-trained SOTA DL models (such as the Universal Sentence Encoder) without any need for traditional transfer learning or any other expensive training procedure. We show the effectiveness of our method in a legal context, by classifying UN Resolutions according to their most related SDGs., Comment: 10 pages, 10 figures, accepted paper at ICEGOV 2020

Published
2020
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10. Deontic Sentence Classification Using Tree Kernel Classifiers

Author

Liga, Davide, Palmirani, Monica, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, and Arai, Kohei, editor

Published
2023
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11. Derogations Analysis of European Legislation Through Hybrid AI Approach

Author

Palmirani, Monica, Liga, Davide, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kő, Andrea, editor, Francesconi, Enrico, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2022
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12. Hybrid AI to Support the Implementation of the European Directive

Author

Palmirani, Monica, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kő, Andrea, editor, Francesconi, Enrico, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2022
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14. Inferring the Meaning of Non-personal, Anonymized, and Anonymous Data

Author

Podda, Emanuela, Palmirani, Monica, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Rodríguez-Doncel, Víctor, editor, Palmirani, Monica, editor, Araszkiewicz, Michał, editor, Casanovas, Pompeu, editor, Pagallo, Ugo, editor, and Sartor, Giovanni, editor

Published
2021
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15. Lexdatafication: Italian Legal Knowledge Modelling in Akoma Ntoso

Author

Palmirani, Monica, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Rodríguez-Doncel, Víctor, editor, Palmirani, Monica, editor, Araszkiewicz, Michał, editor, Casanovas, Pompeu, editor, Pagallo, Ugo, editor, and Sartor, Giovanni, editor

Published
2021
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16. Introduction: A Hybrid Regulatory Framework and Technical Architecture for a Human-Centered and Explainable AI

Author

Rodríguez-Doncel, Víctor, Palmirani, Monica, Araszkiewicz, Michał, Casanovas, Pompeu, Pagallo, Ugo, Sartor, Giovanni, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Rodríguez-Doncel, Víctor, editor, Palmirani, Monica, editor, Araszkiewicz, Michał, editor, Casanovas, Pompeu, editor, Pagallo, Ugo, editor, and Sartor, Giovanni, editor

Published
2021
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24. Hybrid Refining Approach of PrOnto Ontology

Author

Palmirani, Monica, Bincoletto, Giorgia, Leone, Valentina, Sapienza, Salvatore, Sovrano, Francesco, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kő, Andrea, editor, Francesconi, Enrico, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2020
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25. Uncertainty in Argumentation Schemes: Negative Consequences and Basic Slippery Slope

Author

Liga, Davide, Palmirani, Monica, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Dastani, Mehdi, editor, Dong, Huimin, editor, and van der Torre, Leon, editor

Published
2020
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26. Analysis of Legal References in an Emergency Legislative Setting

Author

Palmirani, Monica, Bianchi, Ilaria, Cervone, Luca, Draicchio, Francesco, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Pagallo, Ugo, editor, Palmirani, Monica, editor, Casanovas, Pompeu, editor, Sartor, Giovanni, editor, and Villata, Serena, editor

Published
2018
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27. Introduction: Legal and Ethical Dimensions of AI, NorMAS, and the Web of Data

Author

Pagallo, Ugo, Palmirani, Monica, Casanovas, Pompeu, Sartor, Giovanni, Villata, Serena, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Pagallo, Ugo, editor, Palmirani, Monica, editor, Casanovas, Pompeu, editor, Sartor, Giovanni, editor, and Villata, Serena, editor

Published
2018
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28. From Words to Images Through Legal Visualization

Author

Rossi, Arianna, Palmirani, Monica, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Pagallo, Ugo, editor, Palmirani, Monica, editor, Casanovas, Pompeu, editor, Sartor, Giovanni, editor, and Villata, Serena, editor

Published
2018
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29. Collection of human biological samples and personal data: a legal study for a trustworthy biobank governance

Author

Palmirani, Monica, Conditi, Noemi <1994>, Palmirani, Monica, and Conditi, Noemi <1994>

Abstract

Research biobanks are collections of human biological samples and personal data on a long-term basis for future scientific research purposes and, therefore, fundamental infrastructure for the conduction of scientific research and the advancement of society, especially in the medical field. However, the matter is not specifically regulated, either at the supranational or the national level, and therefore the applicable provisions should be found in the sectorial regulations that govern biobanking activities. Among the various controversial issues that arise in this field, that of the models for the collection of human biological samples and the personal data to be stored in the biobank is particularly controversial. The aim of this study is, therefore, to provide a comprehensive analysis of these models from a regulatory perspective, at both the supranational and national level. After having provided general definitions of the main concepts used in biobanking and an overview of the hard and soft law instruments applicable to the field, the study is devoted to describing the available lawful methods for collecting biological samples and personal data first as a primary and then as a secondary use. In order to choose the appropriate method, the biobank should evaluate its impact on the participant’s right to data protection in its actual conceptualisation, and strike a balance between the latter and the interest of society in the advancement of scientific research. Moreover, the study proposes a subsidiary test to conduct to this end, i.e. a trust test to evaluate the impact of the choice on participant’s trust in biobanking. Finally, an overview of the issue of anonymity in the context of biobanking is provided, usually referred to as the technical measure to solve data protection issues, but which is rendered increasingly more challenging to achieve by technological advancements.

Published
2024

30. Detecting 'Slippery Slope' and Other Argumentative Stances of Opposition Using Tree Kernels in Monologic Discourse

Author

Liga, Davide, Palmirani, Monica, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fodor, Paul, editor, Montali, Marco, editor, Calvanese, Diego, editor, and Roman, Dumitru, editor

Published
2019
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36. Emerging Data Governance Issues in Big Data Applications for Food Safety

Author

Sapienza, Salvatore, Palmirani, Monica, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Kő, Andrea, editor, and Francesconi, Enrico, editor

Published
2018
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37. The Right to Know and Digital Technology: Proactive and Reactive Transparency in the Italian Legal System

Author

Faini, Fernanda, Palmirani, Monica, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Kő, Andrea, editor, and Francesconi, Enrico, editor

Published
2018
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38. PrOnto: Privacy Ontology for Legal Reasoning

Author

Palmirani, Monica, Martoni, Michele, Rossi, Arianna, Bartolini, Cesare, Robaldo, Livio, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Kő, Andrea, editor, and Francesconi, Enrico, editor

Published
2018
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40. UNDO: The United Nations System Document Ontology

Author

Peroni, Silvio, Palmirani, Monica, Vitali, Fabio, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, d'Amato, Claudia, editor, Fernandez, Miriam, editor, Tamma, Valentina, editor, Lecue, Freddy, editor, Cudré-Mauroux, Philippe, editor, Sequeda, Juan, editor, Lange, Christoph, editor, and Heflin, Jeff, editor

Published
2017
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44. Measuring the Complexity of the Legal Order over Time

Author

Palmirani, Monica, Cervone, Luca, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, Series editor, Tanaka, Yuzuru, Series editor, Wahlster, Wolfgang, Series editor, Siekmann, Jörg, Series editor, Casanovas, Pompeu, editor, Pagallo, Ugo, editor, Palmirani, Monica, editor, and Sartor, Giovanni, editor

Published
2014
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45. Law, Social Intelligence, nMAS and the Semantic Web: An Overview

Author

Casanovas, Pompeu, Pagallo, Ugo, Palmirani, Monica, Sartor, Giovanni, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, Series editor, Tanaka, Yuzuru, Series editor, Wahlster, Wolfgang, Series editor, Siekmann, Jörg, Series editor, Casanovas, Pompeu, editor, Pagallo, Ugo, editor, Palmirani, Monica, editor, and Sartor, Giovanni, editor

Published
2014
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46. Italian Open and Big Data Strategy

Author

Faini, Fernanda, Palmirani, Monica, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Weikum, Gerhard, Series Editor, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Kő, Andrea, editor, and Francesconi, Enrico, editor

Published
2016
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47. Semantic Business Process Regulatory Compliance Checking Using LegalRuleML

Author

Governatori, Guido, Hashmi, Mustafa, Lam, Ho-Pun, Villata, Serena, Palmirani, Monica, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Blomqvist, Eva, editor, Ciancarini, Paolo, editor, Poggi, Francesco, editor, and Vitali, Fabio, editor

Published
2016
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48. Semantic Annotation of Legal Texts through a FrameNet-Based Approach

Author

Ceci, Marcello, Lesmo, Leonardo, Mazzei, Alessandro, Palmirani, Monica, Radicioni, Daniele P., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Palmirani, Monica, editor, Pagallo, Ugo, editor, Casanovas, Pompeu, editor, and Sartor, Giovanni, editor

Published
2012
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49. Ontology Framework for Judgment Modelling

Author

Ceci, Marcello, Palmirani, Monica, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Palmirani, Monica, editor, Pagallo, Ugo, editor, Casanovas, Pompeu, editor, and Sartor, Giovanni, editor

Published
2012
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