Matches in SemOpenAlex for { <https://semopenalex.org/work/W52321518> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W52321518 endingPage "422" @default.
- W52321518 startingPage "413" @default.
- W52321518 abstract "During the last decades, the information on the web has increased drastically but larger quantities of data do not provide added value for web visitors; there is a need of easier access to the required information and adaptation to their preferences or needs. The use of machine learning techniques to build user models allows to take into account their real preferences. We present in this work the design of a complete system, based on the collaborative filtering approach, to identify interesting links for the users while they are navigating and to make the access to those links easier. Starting from web navigation logs and adding a generalization procedure to the preprocessing step, we use agglomerative hierarchical clustering (SAHN) combined with SEP/COP, a novel methodology to obtain the best partition from a hierarchy, to group users with similar navigation behavior or interests. We then use SPADE as sequential pattern discovery technique to obtain the most probable transactions for the users belonging to each group and then be able to adapt the navigation of future users according to those profiles. The experiments show that the designed system performs efficiently in a web-accesible database and is even able to tackle the cold start or 0-day problem.KeywordsUser SessionGood PartitionCluster Validity IndexNavigation PatternNavigation SequenceThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
- W52321518 created "2016-06-24" @default.
- W52321518 creator A5008444283 @default.
- W52321518 creator A5052782814 @default.
- W52321518 creator A5063500594 @default.
- W52321518 creator A5068152332 @default.
- W52321518 creator A5069212740 @default.
- W52321518 date "2011-01-01" @default.
- W52321518 modified "2023-09-27" @default.
- W52321518 title "SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information" @default.
- W52321518 cites W1608194207 @default.
- W52321518 cites W1989993068 @default.
- W52321518 cites W1996869586 @default.
- W52321518 cites W2003094092 @default.
- W52321518 cites W2042294224 @default.
- W52321518 cites W2139338182 @default.
- W52321518 cites W2622684336 @default.
- W52321518 cites W938539187 @default.
- W52321518 doi "https://doi.org/10.1007/978-3-642-25274-7_42" @default.
- W52321518 hasPublicationYear "2011" @default.
- W52321518 type Work @default.
- W52321518 sameAs 52321518 @default.
- W52321518 citedByCount "1" @default.
- W52321518 countsByYear W523215182014 @default.
- W52321518 crossrefType "book-chapter" @default.
- W52321518 hasAuthorship W52321518A5008444283 @default.
- W52321518 hasAuthorship W52321518A5052782814 @default.
- W52321518 hasAuthorship W52321518A5063500594 @default.
- W52321518 hasAuthorship W52321518A5068152332 @default.
- W52321518 hasAuthorship W52321518A5069212740 @default.
- W52321518 hasConcept C110875604 @default.
- W52321518 hasConcept C11392498 @default.
- W52321518 hasConcept C114614502 @default.
- W52321518 hasConcept C120665830 @default.
- W52321518 hasConcept C121332964 @default.
- W52321518 hasConcept C124101348 @default.
- W52321518 hasConcept C136764020 @default.
- W52321518 hasConcept C139807058 @default.
- W52321518 hasConcept C154945302 @default.
- W52321518 hasConcept C162324750 @default.
- W52321518 hasConcept C23123220 @default.
- W52321518 hasConcept C31170391 @default.
- W52321518 hasConcept C33923547 @default.
- W52321518 hasConcept C34447519 @default.
- W52321518 hasConcept C34736171 @default.
- W52321518 hasConcept C41008148 @default.
- W52321518 hasConcept C42812 @default.
- W52321518 hasConcept C61096286 @default.
- W52321518 hasConcept C73555534 @default.
- W52321518 hasConceptScore W52321518C110875604 @default.
- W52321518 hasConceptScore W52321518C11392498 @default.
- W52321518 hasConceptScore W52321518C114614502 @default.
- W52321518 hasConceptScore W52321518C120665830 @default.
- W52321518 hasConceptScore W52321518C121332964 @default.
- W52321518 hasConceptScore W52321518C124101348 @default.
- W52321518 hasConceptScore W52321518C136764020 @default.
- W52321518 hasConceptScore W52321518C139807058 @default.
- W52321518 hasConceptScore W52321518C154945302 @default.
- W52321518 hasConceptScore W52321518C162324750 @default.
- W52321518 hasConceptScore W52321518C23123220 @default.
- W52321518 hasConceptScore W52321518C31170391 @default.
- W52321518 hasConceptScore W52321518C33923547 @default.
- W52321518 hasConceptScore W52321518C34447519 @default.
- W52321518 hasConceptScore W52321518C34736171 @default.
- W52321518 hasConceptScore W52321518C41008148 @default.
- W52321518 hasConceptScore W52321518C42812 @default.
- W52321518 hasConceptScore W52321518C61096286 @default.
- W52321518 hasConceptScore W52321518C73555534 @default.
- W52321518 hasLocation W523215181 @default.
- W52321518 hasOpenAccess W52321518 @default.
- W52321518 hasPrimaryLocation W523215181 @default.
- W52321518 hasRelatedWork W2000182048 @default.
- W52321518 hasRelatedWork W2043917158 @default.
- W52321518 hasRelatedWork W2054815985 @default.
- W52321518 hasRelatedWork W2078847982 @default.
- W52321518 hasRelatedWork W2103960538 @default.
- W52321518 hasRelatedWork W2118423261 @default.
- W52321518 hasRelatedWork W2128093999 @default.
- W52321518 hasRelatedWork W2162103118 @default.
- W52321518 hasRelatedWork W2340384049 @default.
- W52321518 hasRelatedWork W2389722781 @default.
- W52321518 hasRelatedWork W2518099944 @default.
- W52321518 hasRelatedWork W2521438980 @default.
- W52321518 hasRelatedWork W2740778368 @default.
- W52321518 hasRelatedWork W2792435606 @default.
- W52321518 hasRelatedWork W2899738773 @default.
- W52321518 hasRelatedWork W3055753116 @default.
- W52321518 hasRelatedWork W55559837 @default.
- W52321518 hasRelatedWork W2153860712 @default.
- W52321518 hasRelatedWork W2735271656 @default.
- W52321518 hasRelatedWork W2741616049 @default.
- W52321518 isParatext "false" @default.
- W52321518 isRetracted "false" @default.
- W52321518 magId "52321518" @default.
- W52321518 workType "book-chapter" @default.