A review on the application of evolutionary computation to information retrieval
In this contribution, different proposals found in the specialized literature for the application
of evolutionary computation to the field of information retrieval will be reviewed. To do so …
of evolutionary computation to the field of information retrieval will be reviewed. To do so …
The effects of fitness functions on genetic programming‐based ranking discovery for Web search
Genetic‐based evolutionary learning algorithms, such as genetic algorithms (GAs) and
genetic programming (GP), have been applied to information retrieval (IR) since the 1980s …
genetic programming (GP), have been applied to information retrieval (IR) since the 1980s …
Web mining: a survey in the fuzzy framework
D Arotaritei, S Mitra - Fuzzy Sets and Systems, 2004 - Elsevier
This article provides a survey of the available literature on fuzzy Web mining. The different
aspects of Web mining, like clustering, association rule mining, navigation, personalization …
aspects of Web mining, like clustering, association rule mining, navigation, personalization …
A survey of genetic feature selection in mining issues
MJ Martin-Bautista, MA Vila - Proceedings of the 1999 …, 1999 - ieeexplore.ieee.org
In this paper, we review the feature selection problem in mining issues. The application of
soft computing techniques to data mining and knowledge discovery is now emerging in …
soft computing techniques to data mining and knowledge discovery is now emerging in …
A generic ranking function discovery framework by genetic programming for information retrieval
Ranking functions play a substantial role in the performance of information retrieval (IR)
systems and search engines. Although there are many ranking functions available in the IR …
systems and search engines. Although there are many ranking functions available in the IR …
A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on internet
Internet users are assisted by means of distributed intelligent agents in the information
gathering process to find the fittest information to their needs. In this paper we present a …
gathering process to find the fittest information to their needs. In this paper we present a …
Personalization of search engine services for effective retrieval and knowledge management
The Internet and corporate intranets provide far more information than anybody can absorb.
People use search engines to find the information they require. However, these systems …
People use search engines to find the information they require. However, these systems …
Genetic programming-based discovery of ranking functions for effective web search
Web search engines have become an integral part of the daily life of a knowledge worker,
who depends on these search engines to retrieve relevant information from the Web or from …
who depends on these search engines to retrieve relevant information from the Web or from …
Order‐based fitness functions for genetic algorithms applied to relevance feedback
C López‐Pujalte, VP Guerrero‐Bote… - Journal of the …, 2003 - Wiley Online Library
Recently there have been appearing new applications of genetic algorithms to information
retrieval, most of them specifically to relevance feedback. The evolution of the possible …
retrieval, most of them specifically to relevance feedback. The evolution of the possible …
A new evolutionary algorithm combining simulated annealing and genetic programming for relevance feedback in fuzzy information retrieval systems
Relevance feedback techniques have demonstrated to be a powerful means to improve the
results obtained when a user submits a query to an information retrieval system as the world …
results obtained when a user submits a query to an information retrieval system as the world …