Start making sense: The Chatty Web approach for global semantic agreements, Journal of Web Semantics, vol.1, issue.1, pp.89-114, 2003. ,
Foundations of Databases, 1995. ,
Weps3 evaluation campaign: Overview of the on-line reputation management task, 2010. ,
A Semantic Web Primer, 2012. ,
Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions, 2010. ,
Generating flexible workloads for graph databases, Proc. VLDB Endow, vol.9, pp.1457-1460, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01330111
Scatterbrain: How the Mind's Mistakes Make Humans Creative, Innovative, and Successful, 2019. ,
Data semantics on the information superhighway, Database Applications Semantics, Proceedings of the Sixth IFIP TC-2 Working Conference on Data Semantics (DS-6), pp.12-33, 1995. ,
Disambiguating Web appearances of people in a social network, Proceedings of the 14th international conference on World Wide Web, pp.463-470, 2005. ,
, Schema Matching and Mapping. Data-Centric Systems and Applications, 2011.
Swoosh: a generic approach to entity resolution, The VLDB Journal, vol.18, issue.1, pp.255-276, 2009. ,
Data semantics revisited, Semantic Web and Databases, pp.9-26, 2005. ,
Choosing the right crowd: Expert finding in social networks, Proceedings of the 16th International Conference on Extending Database Technology, EDBT '13, pp.637-648, 2013. ,
The productivity paradox of information technology, Commun. ACM, vol.36, issue.12, pp.66-77, 1993. ,
Semantics derived automatically from language corpora contain human-like biases, Science, vol.356, issue.6334, pp.183-186, 2017. ,
Optimal implementation of conjunctive queries in relational data bases, Proceedings of the 9th Annual ACM Symposium on Theory of Computing, pp.77-90, 1977. ,
Robust Identification of Fuzzy Duplicates, Proceedings of the 21st International Conference on Data Engineering (ICDE), pp.865-876, 2005. ,
Adaptive graphical approach to entity resolution, Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries, pp.204-213, 2007. ,
On the measure of intelligence, 2019. ,
Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection, 2012. ,
Spectral Graph Theory, CBMS Regional Conference Series in Mathematics, vol.92, 1997. ,
Surfing Uncertainty: Prediction, Action, and the Embodied Mind, 2016. ,
Relational database: A practical foundation for productivity, Readings in Artificial Intelligence and Databases, pp.60-68, 1989. ,
Probabilistic message passing in peer data management systems, ICDE, p.41, 2006. ,
, Emergent Semantics, pp.982-985, 2009.
Quand la machine apprend (in French), 2019. ,
Introduction to Lattices and Order, 2002. ,
, Constraint Processing, 2003.
Convolutional neural networks on graphs with fast localized spectral filtering, Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems, pp.3837-3845, 2016. ,
Les talents du cerveau, le défi des machines (in French), Odile Jacob, 2018. ,
Imagenet: A large-scale hierarchical image database, 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp.248-255, 2009. ,
BERT: Pretraining of deep bidirectional transformers for language understanding, Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, vol.1, pp.4171-4186, 2019. ,
COMA -A System for Flexible Combination of Schema Matching Approaches, Proceedings of 28th International Conference on Very Large Data Bases (VLDB'02), pp.610-621, 2002. ,
Knowledge Spaces, 1999. ,
Reference reconciliation in complex information spaces, Proceedings of the 2005 ACM SIGMOD international conference on Management of data, pp.85-96, 2005. ,
Evolution of Networks: From Biological Nets to the Internet and WWW, 2003. ,
Introduction to Natural Language Processing, 2019. ,
Answer set programming: A primer, Reasoning Web, pp.40-110, 2009. ,
Ontology matching, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00817824
, Learning Spaces, 2010.
The computational structure of monotone monadic SNP and constraint satisfaction: a study through datalog and group theory, SIAM Journal on Computing, vol.28, issue.1, pp.57-104, 1999. ,
A theory for record linkage, Journal of the American Statistical Association, vol.64, issue.328, pp.1183-1210, 1969. ,
Making sense of top-k matchings: A unified match graph for schema matching, Proceedings of SIGMOD Workshop on Information Integration on the Web (IIWeb'12), 2012. ,
Uncertain Schema Matching, 2011. ,
Nguyen Quoc Viet Hung, Eliezer Levy, and Victor Shafran. Completeness and Ambiguity of Schema Cover, 21st International Conference on Cooperative Information Systems, 2013. ,
Frames of mind: The theory of multiple intelligences, 1983. ,
The stable model semantics for logic programming, ICLP/SLP, pp.1070-1080, 1988. ,
Classical negation in logic programs and disjunctive databases, Journal of New Generation Computing, vol.9, issue.3/4, pp.365-386, 1991. ,
Markov Chain Monte Carlo in Practice, 1996. ,
, Deep Learning, 2016.
Graph Theory, Computational Intelligence and Thought. Essays Dedicated to Martin Charles Golumbic on the Occasion of His 60th Birthday, Game Characterization and Computational Aspects, vol.5420, pp.87-99, 2009. ,
Generalized Hypertree Decompositions: NP-hardness and Tractable Variants, Journal of the ACM, vol.56, issue.6, pp.1-32, 2009. ,
When Computers Were Human, 2007. ,
Argonaut: Macrotask crowdsourcing for complex data processing, Proc. VLDB Endow, vol.8, issue.12, pp.1642-1653, 2015. ,
Why your data won't mix, Queue, vol.3, issue.8, pp.50-58, 2005. ,
Homo Deus: a brief history of tomorrow, 2016. ,
The merge/purge problem for large databases, ACM SIGMOD Record, vol.24, issue.2, pp.127-138, 1995. ,
Foundations of Semantic Web Technologies, 2009. ,
Resilience Engineering -Concepts and Precepts, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00572766
Gradual machine learning for entity resolution, The World Wide Web Conference, WWW '19, pp.3526-3530, 2019. ,
Collaborative Schema Matching Reconciliation, 21st International Conference on Cooperative Information Systems, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00842697
An MAS Negotiation Support Tool for Schema Matching (Demonstration), Twelfth International Conference on Autonomous Agents and Multiagent Systems (AA-MAS'2013), 2013. ,
On Leveraging Crowdsourcing Techniques for Schema Matching Networks, DASFAA 2013, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00812037
Reconciling schema matching networks through crowdsourcing, EAI Endorsed Trans. Collaborative Computing, vol.1, issue.2, p.2, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01103662
Pay-as-you-go Reconciliation in Schema Matching Networks, 30th International Conference on Data Engineering, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00875448
Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models, Information Systems, vol.83, pp.166-180, 2019. ,
The Origins of Meaning. Studies in the Evolution of Language, 2007. ,
, Ioannidis. Query optimization. ACM Comput. Surv, vol.28, issue.1, pp.121-123, 1996.
Entity Search with NECES-SITY (demo paper), 12th International Workshop on the Web and Databases, 2009. ,
Embench ++ : Data for a thorough benchmarking of matching-related methods, Semantic Web, vol.10, pp.435-450, 2019. ,
Quality management on amazon mechanical turk, Proceedings of the ACM SIGKDD Workshop on Human Computation, HCOMP '10, pp.64-67, 2010. ,
Duplicate record detection: A survey, IEEE Transactions on Knowledge and Data Engineering, vol.19, issue.1, pp.1-16, 2007. ,
Speech and Language Processing, 2008. ,
Humans Need Not Apply: A Guide to Wealth and Work in the Age of Artificial Intelligence, 2015. ,
The Ethical Algorithm. The Science of Socially Aware Algorithm Design, 2019. ,
Inevitable: understanding the 12 technological forces that will shape our future. Penguin Random House LLC, 2016. ,
Conjunctive query containment and constraint satisfaction, J. Comput. System Sci, vol.61, pp.302-332, 2000. ,
Factor graphs and the sum-product algorithm, IEEE Trans. Inf. Theor, vol.47, issue.2, pp.498-519, 2006. ,
The hungarian method for the assignment problem, Naval Research Logistics Quarterly, vol.2, pp.83-97, 1955. ,
Human-level concept learning through probabilistic program induction, Science, vol.350, pp.1332-1338, 2015. ,
Building machines that learn and think like people, 2016. ,
What Categories Reveal about the Mind, 1987. ,
, Complex Networks: Principles, Methods and Applications, 2017.
Toward an evolutionary biology of language, 2006. ,
An information-theoretic definition of similarity, Proceedings of the Fifteenth International Conference on Machine Learning, ICML '98, pp.296-304, 1998. ,
Introduction to Information Retrieval, 2008. ,
The neuro-symbolic concept learner: Interpreting scenes, words, and sentences from natural supervision, 7th International Conference on Learning Representations, ICLR 2019, 2019. ,
Using hierarchical skills for optimized task assignment in knowledge-intensive crowdsourcing, Proceedings of the 25th International Conference on World Wide Web, pp.843-853, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01306481
Using hierarchical skills for optimized task assignment in knowledge-intensive crowdsourcing, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-01306481
Machines who think : a personal inquiry into the history and prospects of artificial intelligence, 2004. ,
Generic Entity Resolution with Data Confidences, First International VLDB Workshop on Clean Databases, 2006. ,
The Enigma of Reason, 2019. ,
Understanding tractable decompositions for constraint satisfaction, 2008. ,
From Web Data to Entities and Back, The 22nd International Conference on Advanced Information Systems Engineering (CAiSE'10), vol.6051, pp.302-316, 2010. ,
Understanding the evolution of science: analyzing evolving term co-occurrence graphs with spectral techniques, Third international workshop on advances on managing and mining evolving graphs (LEG@ECMLPKDD), 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02195026
Distributed representations of words and phrases and their compositionality, Advances in Neural Information Processing Systems, vol.26, pp.3111-3119, 2013. ,
Big Mind: How Collective Intelligence Can Change Our World, 2017. ,
Minimizing Human Effort in Reconciling Match Networks, 32nd International Conference on Conceptual Modeling, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00838259
The Meaning of Meaning -A Study of the Influence of Language upon Thought and of the Science of Symbolism, 1923. ,
Comparative analysis of approximate blocking techniques for entity resolution, Avigdor Gal, and Themis Palpanas, vol.9, pp.684-695, 2016. ,
Crowdscreen: algorithms for filtering data with humans, SIGMOD, pp.361-372, 2012. ,
Human reliability : analysis, prediction, and prevention of human errors, 1986. ,
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, 1988. ,
AMC -A framework for modelling and comparing matching systems as matching processes, Proceedings of the 27th International Conference on Data Engineering (ICDE'11), pp.1304-1307, 2011. ,
Active learning for large-scale entity resolution, Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM '17, pp.1379-1388, 2017. ,
Language models are unsupervised multitask learners, 2019. ,
Azure data lake store: A hyperscale distributed file service for big data analytics, Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD '17, pp.51-63, 2017. ,
Human Error, 1990. ,
A logic for default reasoning, Artificial Intelligence, vol.13, issue.1-2, pp.81-132, 1980. ,
Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language, Journal of Artificial Intelligence Research (JAIR), vol.11, pp.95-130, 1999. ,
Sihem Amer-Yahia, and Gautam Das. Task assignment optimization in knowledge-intensive crowdsourcing, VLDB Journal, vol.24, issue.4, pp.467-491, 2015. ,
Artificial Intelligence: A Modern Approach, 2009. ,
In schema matching, even experts are human: Towards expert sourcing in schema matching, Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, ICDE 2014, pp.45-49, 2014. ,
Discrete signal processing on graphs, IEEE Transactions on Signal Processing, vol.61, issue.7, pp.1644-1656, 2013. ,
Online sequencing of non-decomposable macrotasks in expert crowdsourcing, Trans. Soc. Comput, vol.1, issue.1, p.33, 2018. ,
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions, 2010. ,
A mathematical theory of communication, The Bell System Technical Journal, vol.27, issue.3, pp.379-423, 1948. ,
Panel: Data semantics: What, where and how?, Proceedings of the Sixth IFIP TC-2 Working Conference on Data Semantics: Database Applications Semantics, DS-6, pp.601-610, 1996. ,
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains, IEEE Signal Processing Magazine, vol.30, issue.3, pp.83-98, 2013. ,
Semiotic dynamics for embodied agents, IEEE Intelligent Systems, vol.21, issue.3, pp.32-38, 2006. ,
Modeling, enacting, and integrating custom crowdsourcing processes, ACM Trans. Web, vol.9, issue.2, 2015. ,
Turing. I.-Computing machinery and intelligence, vol.10, p.1950 ,
Grundzüge der Semantik, 1967. ,
The effects of mixing machine learning and human judgment, Commun. ACM, vol.62, issue.11, pp.104-110, 2019. ,
Scalable entity resolution for web product descriptions, Information Fusion, vol.53, pp.103-111, 2020. ,
Value-added mediation in large-scale information systems, Database Applications Semantics, Proceedings of the Sixth IFIP TC-2 Working Conference on Data Semantics (DS-6), pp.34-56, 1995. ,
Philosophical investigations, 1953. ,
What's in a link: Foundations for semantic networks. Representation and Understanding, vol.11, p.1975 ,
Verb semantics and lexical selection, Proceedings of the 32nd Annual meeting of the Associations for Computational Linguistics, pp.133-138, 1994. ,
CrowdSearch: exploiting crowds for accurate real-time image search on mobile phones, MobiSys, pp.77-90, 2010. ,
It was easy, when apples and blackberries were only fruits, Third WePS Evaluation Workshop: Searching Information about Entities in the Web, CLEF (Notebook Papers/LABs/Workshops), 2010. ,
Towards better entity resolution techniques for Web document collections, 1st International Workshop on Data Engineering meets the Semantic Web (DESWeb'2010) (co-located with ICDE'2010), 2010. ,
What have fruits to do with technology? The case of Orange, Blackberry and Apple, International Conference on Web Intelligence, Mining and Semantics (WIMS'2011), 2011. ,
Quality-aware similarity assessment for entity matching in Web data, Information Systems, vol.37, pp.336-351, 2012. ,
TweetSpector: Entity-based retrieval of Tweets, SIGIR'2012, 2012. ,
Entity-based Classification of Twitter Messages, International Journal of Computer Science & Applications, vol.9, issue.1, pp.88-115, 2012. ,
Why We Live in Hierarchies? A Quantitative Treatise, 2018. ,
Towards high-throughput gibbs sampling at scale: A study across storage managers, Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data, SIGMOD '13, pp.397-408, 2013. ,
Expert finding in a social network, Lecture Notes in Computer Science, vol.4443, pp.1066-1069 ,
, , 2007.
Graph convolutional networks: a comprehensive review, Computational Social Networks, vol.6, issue.1, p.11, 2019. ,
Truth inference in crowdsourcing: Is the problem solved?, Proc. VLDB Endow, vol.10, pp.541-552, 2017. ,