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Adaptive Algorithm for Interactive Question-based Search

Abstract

Popular web search engines tend to improve the relevanceof their result pages, but the search is still keyword-oriented and far from "understanding" the queries' meaning. In the article we propose an interactive question-based search algorithm that might come up helpful for identifying users' intents. We describe the algorithm implemented in a form of a questions game. The stress is put mainly on the most critical aspect of this algorithm - the selection of questions. The solution is compared to broadly used decision trees learning algorithms in terms of knowledge inconsistencies tolerance, efficiency and complexity.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
Intelligent Information Processing VI strony 186 - 195
Language:
English
Publication year:
2012
Bibliographic description:
Rzeniewicz J., Szymański J., Duch W.: Adaptive Algorithm for Interactive Question-based Search// Intelligent Information Processing VI/ : , 2012, s.186-195
Verified by:
Gdańsk University of Technology

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