Web personalization using extended boolean operations with latent semantic indexing

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The paper discusses the potential of the usage of Extended Boolean operations for personalized information delivery on the Internet based on semantic vector representation models. The final goal is the design of an e-commerce portal tracking user’s clickstream activity and purchases history in order to offer them personalized information. The emphasis is put on the introduction of dynamic composite user profile constructed by means of extended Boolean operations. The basic binary Boolean operations such as OR, AND and NOT (AND-NOT) and their combinations have been introduced and implemented in variety of ways. An evaluation is presented based on the classic Latent Semantic Indexing method for information retrieval using a text corpus of religious and sacred texts.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PublisherSpringer Verlag
Pages189-198
Number of pages10
Volume1904
ISBN (Print)3540410449, 9783540410447
Publication statusPublished - 2000
Externally publishedYes
Event9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2000 - Varna, Bulgaria
Duration: 20 Sep 200023 Sep 2000

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1904
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2000
CountryBulgaria
CityVarna
Period20/9/0023/9/00

Fingerprint

Latent Semantic Indexing
Boolean Operation
Personalization
Semantics
Information retrieval
Binary operation
User Profile
History
Internet
Electronic Commerce
Information Retrieval
Composite materials
Composite
Evaluation
Text
Model

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

Nakov, P. (2000). Web personalization using extended boolean operations with latent semantic indexing. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1904, pp. 189-198). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1904). Springer Verlag.

Web personalization using extended boolean operations with latent semantic indexing. / Nakov, Preslav.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1904 Springer Verlag, 2000. p. 189-198 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1904).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nakov, P 2000, Web personalization using extended boolean operations with latent semantic indexing. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 1904, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1904, Springer Verlag, pp. 189-198, 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2000, Varna, Bulgaria, 20/9/00.
Nakov P. Web personalization using extended boolean operations with latent semantic indexing. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1904. Springer Verlag. 2000. p. 189-198. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Nakov, Preslav. / Web personalization using extended boolean operations with latent semantic indexing. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1904 Springer Verlag, 2000. pp. 189-198 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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