Interactive Query Expansion with the Use of Clustering by Directions Algorithm

Adam Kaczmarek

Interactive Query Expansion with the Use of Clustering by Directions Algorithm

Abstrakt

This paper concerns Clustering by Directions algorithm. The algorithm introduces a novel approach to interactive query expansion. It is designed to support users of search engines in forming web search queries. When a user executes a query, the algorithm shows potential directions in which the search can be continued. This paper describes the algorithm and it presents an enhancement which reduces the computational complexity of the algorithm. Moreover, in this paper a new type of interface is introduced. It is based on a tag cloud, in which terms are located in a radial arrangement. The paper also presents the new experimental results and the evaluation of the algorithm.

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Adam Kaczmarek dr inż.

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Informacje szczegółowe

Kategoria:: Publikacja w czasopiśmie
Typ:: artykuł w czasopiśmie wyróżnionym w JCR
Opublikowano w:: IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS nr 58, strony 3168 - 3173,
ISSN: 0278-0046
Język:: angielski
Rok wydania:: 2011
Opis bibliograficzny:: Kaczmarek A.: Interactive Query Expansion with the Use of Clustering by Directions Algorithm// IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. -Vol. 58, nr. iss. 8 (2011), s.3168-3173
Weryfikacja:: Politechnika Gdańska