Standard
Applying Semantic Social Graphs to Disambiguate Identity References. /
Rowe, Matthew.
The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings. ed. / Lora Aroyo; Paolo Traverso ; Fabio Ciravegna ; Philipp Cimiano; Tom Heath; Eero Hyvönen ; Riichiro Mizoguchi ; Eyal Oren; Marta Sabou ; Elena Simperl. Berlin: Springer Verlag, 2009. p. 461-475 (Lecture Notes in Computer Science; Vol. 5554).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Harvard
Rowe, M 2009,
Applying Semantic Social Graphs to Disambiguate Identity References. in L Aroyo, P Traverso , F Ciravegna , P Cimiano, T Heath, E Hyvönen , R Mizoguchi , E Oren, M Sabou & E Simperl (eds),
The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings. Lecture Notes in Computer Science, vol. 5554, Springer Verlag, Berlin, pp. 461-475, European Semantic Web Conference 2009, Greece,
2/06/09.
https://doi.org/10.1007/978-3-642-02121-3_35
APA
Rowe, M. (2009).
Applying Semantic Social Graphs to Disambiguate Identity References. In L. Aroyo, P. Traverso , F. Ciravegna , P. Cimiano, T. Heath, E. Hyvönen , R. Mizoguchi , E. Oren, M. Sabou , & E. Simperl (Eds.),
The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings (pp. 461-475). (Lecture Notes in Computer Science; Vol. 5554). Springer Verlag.
https://doi.org/10.1007/978-3-642-02121-3_35
Vancouver
Rowe M.
Applying Semantic Social Graphs to Disambiguate Identity References. In Aroyo L, Traverso P, Ciravegna F, Cimiano P, Heath T, Hyvönen E, Mizoguchi R, Oren E, Sabou M, Simperl E, editors, The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings. Berlin: Springer Verlag. 2009. p. 461-475. (Lecture Notes in Computer Science). doi: 10.1007/978-3-642-02121-3_35
Author
Rowe, Matthew. /
Applying Semantic Social Graphs to Disambiguate Identity References. The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings. editor / Lora Aroyo ; Paolo Traverso ; Fabio Ciravegna ; Philipp Cimiano ; Tom Heath ; Eero Hyvönen ; Riichiro Mizoguchi ; Eyal Oren ; Marta Sabou ; Elena Simperl. Berlin : Springer Verlag, 2009. pp. 461-475 (Lecture Notes in Computer Science).
Bibtex
@inproceedings{749499955dfc47e684d8fbc624a6a7ea,
title = "Applying Semantic Social Graphs to Disambiguate Identity References",
abstract = "Person disambiguation monitors web appearances of a person by disambiguating information belonging to different people sharing the same name. In this paper we extend person disambiguation to incorporate the ABSTRACT notion of identity. This extension utilises semantic web technologies to represent the identity of the person to be found and the web resources to be disambiguated as semantic graphs. Our approach extracts a complete semantic social graph from distributed web 2.0 services. Web resources containing possible person references are converted into semantic graphs describing available identity features. We disambiguate these web resources to identify correct identity references by performing random walks through the graph space, measuring the distances between the social graph and web resource graphs, and clustering similar web resources. We present a new distance measure called “Optimum Transitions” and evaluate the accuracy of our approach using the information retrieval measure f-measure.",
author = "Matthew Rowe",
year = "2009",
doi = "10.1007/978-3-642-02121-3_35",
language = "English",
isbn = "978-3-642-02120-6",
series = "Lecture Notes in Computer Science",
publisher = "Springer Verlag",
pages = "461--475",
editor = "Lora Aroyo and {Traverso }, {Paolo } and {Ciravegna }, {Fabio } and Cimiano, {Philipp } and Tom Heath and {Hyv{\"o}nen }, {Eero } and {Mizoguchi }, {Riichiro } and Oren, {Eyal } and {Sabou }, Marta and Elena Simperl",
booktitle = "The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings",
note = "European Semantic Web Conference 2009 ; Conference date: 02-06-2009",
}
RIS
TY - GEN
T1 - Applying Semantic Social Graphs to Disambiguate Identity References
AU - Rowe, Matthew
PY - 2009
Y1 - 2009
N2 - Person disambiguation monitors web appearances of a person by disambiguating information belonging to different people sharing the same name. In this paper we extend person disambiguation to incorporate the ABSTRACT notion of identity. This extension utilises semantic web technologies to represent the identity of the person to be found and the web resources to be disambiguated as semantic graphs. Our approach extracts a complete semantic social graph from distributed web 2.0 services. Web resources containing possible person references are converted into semantic graphs describing available identity features. We disambiguate these web resources to identify correct identity references by performing random walks through the graph space, measuring the distances between the social graph and web resource graphs, and clustering similar web resources. We present a new distance measure called “Optimum Transitions” and evaluate the accuracy of our approach using the information retrieval measure f-measure.
AB - Person disambiguation monitors web appearances of a person by disambiguating information belonging to different people sharing the same name. In this paper we extend person disambiguation to incorporate the ABSTRACT notion of identity. This extension utilises semantic web technologies to represent the identity of the person to be found and the web resources to be disambiguated as semantic graphs. Our approach extracts a complete semantic social graph from distributed web 2.0 services. Web resources containing possible person references are converted into semantic graphs describing available identity features. We disambiguate these web resources to identify correct identity references by performing random walks through the graph space, measuring the distances between the social graph and web resource graphs, and clustering similar web resources. We present a new distance measure called “Optimum Transitions” and evaluate the accuracy of our approach using the information retrieval measure f-measure.
U2 - 10.1007/978-3-642-02121-3_35
DO - 10.1007/978-3-642-02121-3_35
M3 - Conference contribution/Paper
SN - 978-3-642-02120-6
T3 - Lecture Notes in Computer Science
SP - 461
EP - 475
BT - The Semantic Web: Research and Applications 6th European Semantic Web Conference, ESWC 2009 Heraklion, Crete, Greece, May 31–June 4, 2009 Proceedings
A2 - Aroyo, Lora
A2 - Traverso , Paolo
A2 - Ciravegna , Fabio
A2 - Cimiano, Philipp
A2 - Heath, Tom
A2 - Hyvönen , Eero
A2 - Mizoguchi , Riichiro
A2 - Oren, Eyal
A2 - Sabou , Marta
A2 - Simperl, Elena
PB - Springer Verlag
CY - Berlin
T2 - European Semantic Web Conference 2009
Y2 - 2 June 2009
ER -
