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677 results on '"Gandon, Fabien"'

1. Pay Attention: a Call to Regulate the Attention Market and Prevent Algorithmic Emotional Governance

Author

Michel, Franck and Gandon, Fabien

Subjects
Computer Science - Social and Information Networks
Abstract

Over the last 70 years, we, humans, have created an economic market where attention is being captured and turned into money thanks to advertising. During the last two decades, leveraging research in psychology, sociology, neuroscience and other domains, Web platforms have brought the process of capturing attention to an unprecedented scale. With the initial commonplace goal of making targeted advertising more effective, the generalization of attention-capturing techniques and their use of cognitive biases and emotions have multiple detrimental side effects such as polarizing opinions, spreading false information and threatening public health, economies and democracies. This is clearly a case where the Web is not used for the common good and where, in fact, all its users become a vulnerable population. This paper brings together contributions from a wide range of disciplines to analyze current practices and consequences thereof. Through a set of propositions and principles that could be used do drive further works, it calls for actions against these practices competing to capture our attention on the Web, as it would be unsustainable for a civilization to allow attention to be wasted with impunity on a world-wide scale.

Published
2024

4. LDViz: A Tool to Assist the Multidimensional Exploration of SPARQL Endpoints

Author

Menin, Aline, Maillot, Pierre, Faron, Catherine, Corby, Olivier, Freitas, Carla Dal Sasso, Gandon, Fabien, Winckler, Marco, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Ram, Sudha, Series Editor, Rosemann, Michael, Series Editor, Szyperski, Clemens, Series Editor, Marchiori, Massimo, editor, Domínguez Mayo, Francisco José, editor, and Filipe, Joaquim, editor

Published
2023
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6. Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics Annotations

Author

Fell, Michael, Cabrio, Elena, Korfed, Elmahdi, Buffa, Michel, and Gandon, Fabien

Subjects
Computer Science - Computation and Language
Abstract

We present the WASABI Song Corpus, a large corpus of songs enriched with metadata extracted from music databases on the Web, and resulting from the processing of song lyrics and from audio analysis. More specifically, given that lyrics encode an important part of the semantics of a song, we focus here on the description of the methods we proposed to extract relevant information from the lyrics, such as their structure segmentation, their topics, the explicitness of the lyrics content, the salient passages of a song and the emotions conveyed. The creation of the resource is still ongoing: so far, the corpus contains 1.73M songs with lyrics (1.41M unique lyrics) annotated at different levels with the output of the above mentioned methods. Such corpus labels and the provided methods can be exploited by music search engines and music professionals (e.g. journalists, radio presenters) to better handle large collections of lyrics, allowing an intelligent browsing, categorization and segmentation recommendation of songs., Comment: 10 pages

Published
2019

7. Graph Data on the Web: extend the pivot, don't reinvent the wheel

Author

Gandon, Fabien, Michel, Franck, Corby, Olivier, Buffa, Michel, Tettamanzi, Andrea, Zucker, Catherine Faron, Cabrio, Elena, and Villata, Serena

Subjects
Computer Science - Databases, Computer Science - Artificial Intelligence, Computer Science - Social and Information Networks
Abstract

This article is a collective position paper from the Wimmics research team, expressing our vision of how Web graph data technologies should evolve in the future in order to ensure a high-level of interoperability between the many types of applications that produce and consume graph data. Wimmics stands for Web-Instrumented Man-Machine Interactions, Communities, and Semantics. We are a joint research team between INRIA Sophia Antipolis-M{\'e}diterran{\'e}e and I3S (CNRS and Universit{\'e} C{\^o}te d'Azur). Our challenge is to bridge formal semantics and social semantics on the web. Our research areas are graph-oriented knowledge representation, reasoning and operationalization to model and support actors, actions and interactions in web-based epistemic communities. The application of our research is supporting and fostering interactions in online communities and management of their resources. In this position paper, we emphasize the need to extend the semantic Web standard stack to address and fulfill new graph data needs, as well as the importance of remaining compatible with existing recommendations, in particular the RDF stack, to avoid the painful duplication of models, languages, frameworks, etc. The following sections group motivations for different directions of work and collect reasons for the creation of a working group on RDF 2.0 and other recommendations of the RDF family., Comment: W3C Workshop on Web Standardization for Graph Data - Creating Bridges: RDF, Property Graph and SQL, Mar 2019, Berlin, France. 2019, https://www.w3.org/Data/events/data-ws-2019/index.html

Published
2019

8. SMILK, linking natural language and data from the web

Author

Lopez, Cédric, Dhouib, Molka, Cabrio, Elena, Zucker, Catherine Faron, Gandon, Fabien, and Segond, Frédérique

Subjects
Computer Science - Information Retrieval, Computer Science - Artificial Intelligence
Abstract

As part of the SMILK Joint Lab, we studied the use of Natural Language Processing to: (1) enrich knowledge bases and link data on the web, and conversely (2) use this linked data to contribute to the improvement of text analysis and the annotation of textual content, and to support knowledge extraction. The evaluation focused on brand-related information retrieval in the field of cosmetics. This article describes each step of our approach: the creation of ProVoc, an ontology to describe products and brands; the automatic population of a knowledge base mainly based on ProVoc from heterogeneous textual resources; and the evaluation of an application which that takes the form of a browser plugin providing additional knowledge to users browsing the web., Comment: in French

Published
2018
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9. WeKG-MF: A Knowledge Graph of Observational Weather Data

Author

Ayadi, Nadia Yacoubi, Faron, Catherine, Michel, Franck, Gandon, Fabien, Corby, Olivier, 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, Groth, Paul, editor, Rula, Anisa, editor, Schneider, Jodi, editor, Tiddi, Ilaria, editor, Simperl, Elena, editor, Alexopoulos, Panos, editor, Hoekstra, Rinke, editor, Alam, Mehwish, editor, Dimou, Anastasia, editor, and Tamper, Minna, editor

Published
2022
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10. KartoGraphI: Drawing a Map of Linked Data

Author

Maillot, Pierre, Corby, Olivier, Faron, Catherine, Gandon, Fabien, Michel, Franck, 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, Groth, Paul, editor, Rula, Anisa, editor, Schneider, Jodi, editor, Tiddi, Ilaria, editor, Simperl, Elena, editor, Alexopoulos, Panos, editor, Hoekstra, Rinke, editor, Alam, Mehwish, editor, Dimou, Anastasia, editor, and Tamper, Minna, editor

Published
2022
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11. A Model for Meteorological Knowledge Graphs: Application to Météo-France Data

Author

Yacoubi Ayadi, Nadia, Faron, Catherine, Michel, Franck, Gandon, Fabien, Corby, Olivier, 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, Di Noia, Tommaso, editor, Ko, In-Young, editor, Schedl, Markus, editor, and Ardito, Carmelo, editor

Published
2022
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13. The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs

Author

Buffa, Michel, Cabrio, Elena, Fell, Michael, Gandon, Fabien, Giboin, Alain, Hennequin, Romain, Michel, Franck, Pauwels, Johan, Pellerin, Guillaume, Tikat, Maroua, Winckler, Marco, 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, Verborgh, Ruben, editor, Hose, Katja, editor, Paulheim, Heiko, editor, Champin, Pierre-Antoine, editor, Maleshkova, Maria, editor, Corcho, Oscar, editor, Ristoski, Petar, editor, and Alam, Mehwish, editor

Published
2021
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14. Covid-on-the-Web: Knowledge Graph and Services to Advance COVID-19 Research

Author

Michel, Franck, Gandon, Fabien, Ah-Kane, Valentin, Bobasheva, Anna, Cabrio, Elena, Corby, Olivier, Gazzotti, Raphaël, Giboin, Alain, Marro, Santiago, Mayer, Tobias, Simon, Mathieu, Villata, Serena, Winckler, Marco, 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, Pan, Jeff Z., editor, Tamma, Valentina, editor, d’Amato, Claudia, editor, Janowicz, Krzysztof, editor, Fu, Bo, editor, Polleres, Axel, editor, Seneviratne, Oshani, editor, and Kagal, Lalana, editor

Published
2020
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15. A Knowledge Graph Enhanced Learner Model to Predict Outcomes to Questions in the Medical Field

Author

Ettorre, Antonia, Rocha Rodríguez, Oscar, Faron, Catherine, Michel, Franck, Gandon, Fabien, 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, Keet, C. Maria, editor, and Dumontier, Michel, editor

Published
2020
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16. Task-Oriented Uncertainty Evaluation for Linked Data Based on Graph Interlinks

Author

Djebri, Ahmed El Amine, Tettamanzi, Andrea G. B., Gandon, Fabien, 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, Keet, C. Maria, editor, and Dumontier, Michel, editor

Published
2020
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19. Web Semantic Technologies in Web Based Educational System Integration

Author

Fokou Pelap, Géraud, Faron Zucker, Catherine, Gandon, Fabien, Polese, Laurent, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Escalona, María José, editor, Domínguez Mayo, Francisco, editor, Majchrzak, Tim A., editor, and Monfort, Valérie, editor

Published
2019
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20. Publishing Uncertainty on the Semantic Web: Blurring the LOD Bubbles

Author

Djebri, Ahmed El Amine, Tettamanzi, Andrea G. B., Gandon, Fabien, 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, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Endres, Dominik, editor, Alam, Mehwish, editor, and Şotropa, Diana, editor

Published
2019
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21. Injecting Domain Knowledge in Electronic Medical Records to Improve Hospitalization Prediction

Author

Gazzotti, Raphaël, Faron-Zucker, Catherine, Gandon, Fabien, Lacroix-Hugues, Virginie, Darmon, David, 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, Woeginger, Gerhard, Editorial Board Member, Hitzler, Pascal, editor, Fernández, Miriam, editor, Janowicz, Krzysztof, editor, Zaveri, Amrapali, editor, Gray, Alasdair J.G., editor, Lopez, Vanessa, editor, Haller, Armin, editor, and Hammar, Karl, editor

Published
2019
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22. Learning URI Selection Criteria to Improve the Crawling of Linked Open Data

Author

Huang, Hai, Gandon, Fabien, 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, Woeginger, Gerhard, Editorial Board Member, Hitzler, Pascal, editor, Fernández, Miriam, editor, Janowicz, Krzysztof, editor, Zaveri, Amrapali, editor, Gray, Alasdair J.G., editor, Lopez, Vanessa, editor, Haller, Armin, editor, and Hammar, Karl, editor

Published
2019
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23. Challenges in Bridging Social Semantics and Formal Semantics on the Web

Author

Gandon, Fabien Lucien, Buffa, Michel, Cabrio, Elena, Faron-Zucker, Catherine, Giboin, Alain, Thanh, Nhan Le, Mirbel, Isabelle, Sander, Peter, Tettamanzi, Andrea G. B., and Villata, Serena

Subjects
Computer Science - Artificial Intelligence, Computer Science - Information Retrieval
Abstract

This paper describes several results of Wimmics, a research lab which names stands for: web-instrumented man-machine interactions, communities, and semantics. The approaches introduced here rely on graph-oriented knowledge representation, reasoning and operationalization to model and support actors, actions and interactions in web-based epistemic communities. The re-search results are applied to support and foster interactions in online communities and manage their resources.

Published
2014

24. Bridging Web APIs and Linked Data with SPARQL Micro-Services

Author

Michel, Franck, Faron-Zucker, Catherine, Gandon, Fabien, 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, Gangemi, Aldo, editor, Gentile, Anna Lisa, editor, Nuzzolese, Andrea Giovanni, editor, Rudolph, Sebastian, editor, Maleshkova, Maria, editor, Paulheim, Heiko, editor, Pan, Jeff Z, editor, and Alam, Mehwish, editor

Published
2018
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26. ILexicOn: toward an ECD-compliant interlingual lexical ontology described with semantic web formalisms

Author

Lefrançois, Maxime and Gandon, Fabien

Subjects
Computer Science - Computation and Language, Computer Science - Artificial Intelligence
Abstract

We are interested in bridging the world of natural language and the world of the semantic web in particular to support natural multilingual access to the web of data. In this paper we introduce a new type of lexical ontology called interlingual lexical ontology (ILexicOn), which uses semantic web formalisms to make each interlingual lexical unit class (ILUc) support the projection of its semantic decomposition on itself. After a short overview of existing lexical ontologies, we briefly introduce the semantic web formalisms we use. We then present the three layered architecture of our approach: i) the interlingual lexical meta-ontology (ILexiMOn); ii) the ILexicOn where ILUcs are formally defined; iii) the data layer. We illustrate our approach with a standalone ILexicOn, and introduce and explain a concise human-readable notation to represent ILexicOns. Finally, we show how semantic web formalisms enable the projection of a semantic decomposition on the decomposed ILUc.

Published
2012

27. Semantic Social Network Analysis

Author

Erétéo, Guillaume, Gandon, Fabien, Corby, Olivier, and Buffa, Michel

Subjects
Computer Science - Artificial Intelligence
Abstract

Social Network Analysis (SNA) tries to understand and exploit the key features of social networks in order to manage their life cycle and predict their evolution. Increasingly popular web 2.0 sites are forming huge social network. Classical methods from social network analysis (SNA) have been applied to such online networks. In this paper, we propose leveraging semantic web technologies to merge and exploit the best features of each domain. We present how to facilitate and enhance the analysis of online social networks, exploiting the power of semantic social network analysis., Comment: published in Web Science (2009)

Published
2009

29. LDScript: A Linked Data Script Language

Author

Corby, Olivier, Faron-Zucker, Catherine, Gandon, Fabien, 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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30. Persuasive Argumentation and Emotions: An Empirical Evaluation with Users

Author

Benlamine, Mohamed S., Villata, Serena, Ghali, Ramla, Frasson, Claude, Gandon, Fabien, Cabrio, Elena, 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, and Kurosu, Masaaki, editor

Published
2017
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32. Adapting Semantic Spreading Activation to Entity Linking in Text

Author

Nooralahzadeh, Farhad, Lopez, Cédric, Cabrio, Elena, Gandon, Fabien, Segond, Frédérique, 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, Métais, Elisabeth, editor, Meziane, Farid, editor, Saraee, Mohamad, editor, Sugumaran, Vijayan, editor, and Vadera, Sunil, editor

Published
2016
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33. Building a General Knowledge Base of Physical Objects for Robots

Author

Basile, Valerio, Cabrio, Elena, Gandon, Fabien, 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, Sack, Harald, editor, Rizzo, Giuseppe, editor, Steinmetz, Nadine, editor, Mladenić, Dunja, editor, Auer, Sören, editor, and Lange, Christoph, editor

Published
2016
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34. Cours toujours

Author

Gandon, Fabien, Web-Instrumented Man-Machine Interactions, Communities and Semantics (WIMMICS), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS), Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA), and Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS)

Subjects
[INFO.INFO-WB]Computer Science [cs]/Web, [INFO.INFO-SI]Computer Science [cs]/Social and Information Networks [cs.SI], [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Abstract

International audience; Pour comprendre la récursivité, il faut avant tout... comprendre la récursivité. »-Stephen Hawking Mes anciens collègues sont partis et je reste assis dans ce rocking chair qu'ils m'ont offert ; prostré entre photo d'adieu et cliché de retraite. Mais il était temps que l'on me retire la craie et l'éponge car je commençais à les confondre avec le sabre et le bouclier. Ne vous méprenez pas, je ne compte pas encore d'Alzheimer dans mon carnet de contacts. J'étais juste devenu trop critique pour une formation uniforme, trop singulier pour l'éducation en série, et trop amer pour accepter sans mot dire la suite des évènements. Hmmm... Série et suite... Deux petites madeleines pour le « prof. d'info. » que j'étais. Et dire que Proust, dans ses brouillons, parlait d'une vulgaire tranche de pain grillé... ce carré rassis et fruste incomparable aux belles courbes lisses des madeleines. « Voyez-vous », m'avait dit l'inspecteur à sa dernière visite « vous êtes à cet âge où vous avez l'expérience qui légitimerait que l'on vous donne les moyens de changer le système ; mais vous êtes aussi trop vieux pour être... comment dire... contrôlable. » ...

Published
2022

38. Graphes de Connaissances et Ontologie pour la Représentation de Données Immobilières Issues d’Annonces en Texte Libre

Author

Cadorel, Lucie, Tettamanzi, Andrea, Gandon, Fabien, Web-Instrumented Man-Machine Interactions, Communities and Semantics (WIMMICS), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS), Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA), and Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS)

Subjects
Knowlede Graph, Texte, Ontologie, Immobilier, Spatial data, Données spatiales, Graphe de Connaissances, Real Estate domain, Text, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Abstract

National audience; Nous décrivons nos premiers travaux sur la conception d'une ontologie et d’un graphe de connaissances pourla représentation des données immobilières issues d'annonces. Nous identifions plusieurs scénarios motivants àpartir des données extraites afin de justifier notre modélisation. Puis nous proposons une modélisation pour représenter les données spatiales incertaines et leurs géométries dans un graphe de connaissances.

Published
2023

40. A Generic RDF Transformation Software and Its Application to an Online Translation Service for Common Languages of Linked Data

Author

Corby, Olivier, Faron-Zucker, Catherine, Gandon, Fabien, 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, Arenas, Marcelo, editor, Corcho, Oscar, editor, Simperl, Elena, editor, Strohmaier, Markus, editor, d'Aquin, Mathieu, editor, Srinivas, Kavitha, editor, Groth, Paul, editor, Dumontier, Michel, editor, Heflin, Jeff, editor, Thirunarayan, Krishnaprasad, editor, and Staab, Steffen, editor

Published
2015
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44. Challenges in Bridging Social Semantics and Formal Semantics on the Web

Author

Gandon, Fabien, Buffa, Michel, Cabrio, Elena, Corby, Olivier, Faron-Zucker, Catherine, Giboin, Alain, Le Thanh, Nhan, Mirbel, Isabelle, Sander, Peter, Tettamanzi, Andrea, Villata, Serena, van der Aalst, Wil, Series editor, Mylopoulos, John, Series editor, Rosemann, Michael, Series editor, Shaw, Michael J., Series editor, Szyperski, Clemens, Series editor, Hammoudi, Slimane, editor, Cordeiro, José, editor, Maciaszek, Leszek A., editor, and Filipe, Joaquim, editor

Published
2014
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45. Testing OWL Axioms against RDF Facts: A Possibilistic Approach

Author

Tettamanzi, Andrea G. B., Faron-Zucker, Catherine, Gandon, Fabien, 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, Janowicz, Krzysztof, editor, Schlobach, Stefan, editor, Lambrix, Patrick, editor, and Hyvönen, Eero, editor

Published
2014
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46. Predicting SPARQL Query Performance

Author

Hasan, Rakebul, Gandon, Fabien, Presutti, Valentina, editor, Blomqvist, Eva, editor, Troncy, Raphael, editor, Sack, Harald, editor, Papadakis, Ioannis, editor, and Tordai, Anna, editor

Published
2014
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49. Evaluation d'explications pour la prédiction de liens dans les graphes de connaissances par des réseaux convolutifs

Author

Gandon, Fabien, Halliwell, Nicholas, Lecue, Freddy, Web-Instrumented Man-Machine Interactions, Communities and Semantics (WIMMICS), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS), Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA), Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS), Thales Global Services, ANR-19-P3IA-0002,3IA@cote d'azur,3IA Côte d'Azur(2019), Gandon, Fabien, and 3IA Côte d'Azur - - 3IA@cote d'azur2019 - ANR-19-P3IA-0002 - P3IA - VALID

Subjects
évaluation d'explication link prediction, knowledge graphs, explanation evaluation, réseaux de neurones, graph neural networks, graphes de connaissances, [INFO]Computer Science [cs], [INFO] Computer Science [cs], IA explicable, explainable AI, prédiction de liens
Abstract

National audience; Nous résumons ici notre article à KCAP dont l'approche permet de générer un jeu de test comparatif et fournit des métriques pour évaluer les explications de prédictions de liens dans les graphes de connaissances par des réseaux convolutifs pour les graphes relationnels et ceci en présence de plusieurs explications possibles.

Published
2022

50. Finding the Critical MAS(S): Resources and Representations Needed for Weaving a Web that Hosts Linked Multi-Agent Systems

Author

Gandon, Fabien, Web-Instrumented Man-Machine Interactions, Communities and Semantics (WIMMICS), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS), Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA), Scalable and Pervasive softwARe and Knowledge Systems (Laboratoire I3S - SPARKS), Dagstuhl Schloss, ANR-19-P3IA-0002,3IA@cote d'azur,3IA Côte d'Azur(2019), and ANR-19-CE23-0030,HyperAgents,Hypermedia pour des communautés de personnes et d'agents autonomes(2019)

Subjects
Multi-agent system, Linked Data, [INFO.INFO-WB]Computer Science [cs]/Web, Web, Semantic Web, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Abstract

International audience; Linked Multi-Agent Systems (MAS) is a vision where MAS are linked through their resources and representations, supporting knowledge augmentation for human and software agents on the Web and the linking and interoperability of different MAS. The goal of Linked MAS should not be to have one MAS platform or one MAS system on the Web but to allow us to turn the Web into an architecture supporting a network of interoperable MAS. The different statements submitted by participants of this Dagstuhl-Seminar 23081 show the variety of challenges to face and in this short position statement I will add a few ones to the list: the need for a viral first use case, the metadata specifically needed for hMAS, the need to think the insertion of hMAS in the initiatives for (re)decentralizing the Web and the need to make hMAS a usable extension of the Web.

Published
2023

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