Learning to Schedule Webpage Updates Using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{conf/spire/SantosZACMS13,
-
author = "Aecio S. R. Santos and Nivio Ziviani and
Jussara M. Almeida and Cristiano Carvalho and
Edleno {Silva de Moura} and Altigran {Soares da Silva}",
-
title = "Learning to Schedule Webpage Updates Using Genetic
Programming",
-
booktitle = "Proceedings of 20th International Symposium String
Processing and Information Retrieval (SPIRE 2013)",
-
year = "2013",
-
editor = "Oren Kurland and Moshe Lewenstein and Ely Porat",
-
volume = "8214",
-
series = "Lecture Notes in Computer Science",
-
pages = "271--278",
-
address = "Jerusalem, Israel",
-
month = oct # " 7-9",
-
publisher = "Springer",
-
keywords = "genetic algorithms, genetic programming, web spider,
crawler, webbot",
-
bibdate = "2013-09-30",
-
bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/spire/spire2013.html#SantosZACMS13",
-
isbn13 = "978-3-319-02431-8",
-
URL = "http://dx.doi.org/10.1007/978-3-319-02432-5",
-
DOI = "doi:10.1007/978-3-319-02432-5_30",
-
abstract = "A key challenge endured when designing a scheduling
policy regarding freshness is to estimate the
likelihood of a previously crawled webpage being
modified on the web. This estimate is used to define
the order in which those pages should be visited, and
can be explored to reduce the cost of monitoring
crawled web pages for keeping updated versions. We here
present a novel approach to generate score functions
that produce accurate rankings of pages regarding their
probability of being modified when compared to their
previously crawled versions. We propose a flexible
framework that uses genetic programming to evolve score
functions to estimate the likelihood that a webpage has
been modified. We present a thorough experimental
evaluation of the benefits of our framework over five
state-of-the-art baselines.",
- }
Genetic Programming entries for
Aecio S R Santos
Nivio Ziviani
Jussara Marques de Almeida
Cristiano Carvalho
Edleno Silva de Moura
Altigran S da Silva
Citations