Encyclopedia of Database Systems

2018 Edition
| Editors: Ling Liu, M. Tamer Özsu

Emergent Semantics

  • Philippe Cudré-Mauroux
Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-8265-9_1311

Synonyms

Bottom-up semantics; Evolutionary semantics

Definition

Emergent semantics refers to a set of principles and techniques analyzing the evolution of decentralized semantic structures in large scale distributed information systems. Emergent semantics approaches model the semantics of a distributed system as an ensemble of relationships between syntactic structures. They consider both the representation of semantics and the discovery of the proper interpretation of symbols as the result of a self-organizing process performed by distributed agents exchanging symbols and having utilities dependent on the proper interpretation of the symbols. This is a complex systems perspective on the problem of dealing with semantics.

Historical Background

Syntax is classically considered as the study of the rules of symbol formation and manipulation [9]. Despite its wide usage in many contexts, the notion of semanticsoften lacks a precise definition. As a least common denominator, it can be...

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Recommended Reading

  1. 1.
    Aberer K, Cudré-Mauroux P, Hauswirth M. The Chatty Web: emergent semantics through gossiping. In: Proceedings of the 12th International World Wide Web Conference; 2003. p. 197–206.Google Scholar
  2. 2.
    Bar-Yam Y. Dynamics of complex systems: Perseus Books Group; 1997.Google Scholar
  3. 3.
    Cudré-Mauroux P. Emergent semantics: rethinking interoperability for large-scale decentralized information systems. Ph.D. thesis, 3690, EPFL, Switzerland, 2006.Google Scholar
  4. 4.
    Cudre-Mauroux P, et al. Viewpoints on emergent semantics. J Data Seman. 2006;VI:1–27.zbMATHGoogle Scholar
  5. 5.
    Grosky W, Sreenath D, Fotouhi F. Emergent semantics and the multimedia semantic web. ACM SIGMOD Rec. 2002;31(4):54–8.CrossRefGoogle Scholar
  6. 6.
    Herschel S, Heese R, Bleiholder J. An architecture for emergent semantics. In: Proceedings of the 15th International Conference on Conceptual Modeling; 1996. p. 425–34.CrossRefGoogle Scholar
  7. 7.
    Howe B, Tanna K, Turner P, Maier D.. Emergent semantics: towards self-organizing scientific metadata. In: Proceedings of the International Conference on Semantics of a Networked World; 2004. p. 177–98.CrossRefGoogle Scholar
  8. 8.
    Markines B, Cattuto C, Menczer F, Benz D, Hotho A, Stumme G. Evaluating similarity measures for emergent semantics of social tagging. In: Proceedings of the 18th International World Wide Web Conference; 2009; 641–50.Google Scholar
  9. 9.
    Morris C. Foundations of the theory of signs. International encyclopedia of unified science, vol. 1(2). 1938.Google Scholar
  10. 10.
    Ogden C, Richards I. The meaning of meaning: a study of the influence of language upon thought and of the science of symbolism. 10th ed. London: Routledge & Kegan Paul; 1923.Google Scholar
  11. 11.
    Rapaport W. Syntactic semantics: foundations of computational natural-language understanding. In: Aspects of artificial intelligence. Dordrecht: Kluwer Academic; 1988, p. 81–131.CrossRefGoogle Scholar
  12. 12.
    Rapaport W. What did you mean by that? Misunderstanding, negotiation, ans syntactic semantics. Minds Mach. 2003;13(3):397–427.MathSciNetCrossRefGoogle Scholar
  13. 13.
    Santini S, Gupta A, Jain R. Emergent semantics through interaction in image databases. IEEE Trans Knowl Data Eng. 2001;13(3):337–51.CrossRefGoogle Scholar
  14. 14.
    Steels L. Semiotic dynamics for embodied agents. IEEE Intell Syst. 2006;21(3):32–8.CrossRefGoogle Scholar
  15. 15.
    Tanasescu V, Streibel O. Extreme tagging: emergent semantics through the tagging of tags. In: Proceedings of international workshop on emergent semantics and ontology evolution; 2007. p. 84–94.Google Scholar
  16. 16.
    Yeung C, Gibbins N, Shadbolt N. Understanding the semantics of ambiguous tags in folksonomies. In: Proceedings of International Workshop on Emergent Semantics and Ontology Evolution; 2007. p. 108–21.Google Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Massachusetts Institute of TechnologyCambridgeUSA

Section editors and affiliations

  • Avigdor Gal
    • 1
  1. 1.Faculty of Industrial Engineering & ManagementTechnion–Israel Institute of TechnologyHaifaIsrael