Towards interactive query expansion
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic and genetic algorithms in document retrieval
Communications of the ACM
Automatic text processing
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
A comparison of classifiers and document representations for the routing problem
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Information Processing and Management: an International Journal - Special issue: history of information science
Feature selection, perceptron learning, and a usability case study for text categorization
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Finding information on the World Wide Web: the retrieval effectiveness of search engines
Information Processing and Management: an International Journal
Variations in relevance judgments and the measurement of retrieval effectiveness
Information Processing and Management: an International Journal
Foundations of genetic programming
Foundations of genetic programming
Machine Learning
Information Retrieval Today
The Text REtrieval Conferences (TRECs)
TIPSTER '96 Proceedings of a workshop on held at Vienna, Virginia: May 6-8, 1996
The effectiveness of automatically structured queries in digital libraries
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Tuning before feedback: combining ranking discovery and blind feedback for robust retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Intelligent fusion of structural and citation-based evidence for text classification
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Intelligent GP fusion from multiple sources for text classification
Proceedings of the 14th ACM international conference on Information and knowledge management
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
An integrated two-stage model for intelligent information routing
Decision Support Systems
On linear mixture of expert approaches to information retrieval
Decision Support Systems
Population variation in genetic programming
Information Sciences: an International Journal
Genetic Programming-Based Discovery of Ranking Functions for Effective Web Search
Journal of Management Information Systems
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Learning to rank at query-time using association rules
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Local search: A guide for the information retrieval practitioner
Information Processing and Management: an International Journal
An online blog reading system by topic clustering and personalized ranking
ACM Transactions on Internet Technology (TOIT)
Swarming to rank for information retrieval
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Learning to Rank for Information Retrieval
Foundations and Trends in Information Retrieval
Concept-based feature generation and selection for information retrieval
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Expert Systems with Applications: An International Journal
Learning to rank using evolutionary computation: immune programming or genetic programming?
Proceedings of the 18th ACM conference on Information and knowledge management
An immune programming-based ranking function discovery approach for effective information retrieval
Expert Systems with Applications: An International Journal
Knowledge transfer for cross domain learning to rank
Information Retrieval
Accessing semi-structured databases: a survey
Proceedings of the 1st International Conference on Intelligent Semantic Web-Services and Applications
A probabilistic approach for automatically filling form-based web interfaces
Proceedings of the VLDB Endowment
RankDE: learning a ranking function for information retrieval using differential evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Knowledge-level management of web information
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
LePrEF: Learn to precompute evidence fusion for efficient query evaluation
Journal of the American Society for Information Science and Technology
An adaptive learning automata-based ranking function discovery algorithm
Journal of Intelligent Information Systems
ExpertRank: A topic-aware expert finding algorithm for online knowledge communities
Decision Support Systems
State-of-the-art review on relevance of genetic algorithm to internet web search
Applied Computational Intelligence and Soft Computing
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Abstract--The Internet and corporate Intranets have brought a lot of information. People usually resort to search engines to find required information. However, these systems tend to use only one fixed ranking strategy regardless of the contexts. This poses serious performance problems when characteristics of different users, queries, and text collections are taken into account. In this paper, we argue that the ranking strategy should be context specific and we propose a new systematic method that can automatically generate ranking strategies for different contexts based on Genetic Programming (GP). The new method was tested on TREC data and the results are very promising.