Matches in SemOpenAlex for { <https://semopenalex.org/work/W2186795430> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2186795430 abstract "Automatically clustering WebPages into semantically relevant classes, results into improved search and browsing on the web. Typically, webpage clustering algorithms only use features that are extracted from the web page-text. However, the advent of social-bookmarking websites like Stumble Upon and Delicious, has led to a huge amount of user-generated content such as the tag information that is associated with the WebPages. In our project, we use a subspace based feature extraction approach which leverages tag information to complement the page-contents of a webpage to extract highly discriminative features, with the goal of improved clustering performance. We consider page-text and users generated tags as two separate views of the data, and learn a shared subspace that maximizes the correlation between these two views. K-means clustering algorithm can then be applied using this subspace. We compare our subspace based approach with existing clustering method i.e. word only. And also we will show that the subspace based approach leads to improved performance on the webpage clustering task." @default.
- W2186795430 created "2016-06-24" @default.
- W2186795430 creator A5046744104 @default.
- W2186795430 creator A5048756954 @default.
- W2186795430 creator A5073523278 @default.
- W2186795430 creator A5077016910 @default.
- W2186795430 date "2012-01-01" @default.
- W2186795430 modified "2023-09-26" @default.
- W2186795430 title "Improved Web Page Clustering using Words and Tags" @default.
- W2186795430 cites W1536675765 @default.
- W2186795430 cites W1975903729 @default.
- W2186795430 cites W2009761865 @default.
- W2186795430 cites W2108502868 @default.
- W2186795430 cites W2122157654 @default.
- W2186795430 cites W2123576058 @default.
- W2186795430 cites W2124101779 @default.
- W2186795430 cites W2138127867 @default.
- W2186795430 cites W2139023357 @default.
- W2186795430 cites W2147709600 @default.
- W2186795430 cites W3149375329 @default.
- W2186795430 hasPublicationYear "2012" @default.
- W2186795430 type Work @default.
- W2186795430 sameAs 2186795430 @default.
- W2186795430 citedByCount "2" @default.
- W2186795430 countsByYear W21867954302015 @default.
- W2186795430 countsByYear W21867954302017 @default.
- W2186795430 crossrefType "journal-article" @default.
- W2186795430 hasAuthorship W2186795430A5046744104 @default.
- W2186795430 hasAuthorship W2186795430A5048756954 @default.
- W2186795430 hasAuthorship W2186795430A5073523278 @default.
- W2186795430 hasAuthorship W2186795430A5077016910 @default.
- W2186795430 hasConcept C136764020 @default.
- W2186795430 hasConcept C154945302 @default.
- W2186795430 hasConcept C162324750 @default.
- W2186795430 hasConcept C187736073 @default.
- W2186795430 hasConcept C21959979 @default.
- W2186795430 hasConcept C23123220 @default.
- W2186795430 hasConcept C2780451532 @default.
- W2186795430 hasConcept C41008148 @default.
- W2186795430 hasConcept C73555534 @default.
- W2186795430 hasConcept C97931131 @default.
- W2186795430 hasConceptScore W2186795430C136764020 @default.
- W2186795430 hasConceptScore W2186795430C154945302 @default.
- W2186795430 hasConceptScore W2186795430C162324750 @default.
- W2186795430 hasConceptScore W2186795430C187736073 @default.
- W2186795430 hasConceptScore W2186795430C21959979 @default.
- W2186795430 hasConceptScore W2186795430C23123220 @default.
- W2186795430 hasConceptScore W2186795430C2780451532 @default.
- W2186795430 hasConceptScore W2186795430C41008148 @default.
- W2186795430 hasConceptScore W2186795430C73555534 @default.
- W2186795430 hasConceptScore W2186795430C97931131 @default.
- W2186795430 hasLocation W21867954301 @default.
- W2186795430 hasOpenAccess W2186795430 @default.
- W2186795430 hasPrimaryLocation W21867954301 @default.
- W2186795430 hasRelatedWork W138719796 @default.
- W2186795430 hasRelatedWork W1500398261 @default.
- W2186795430 hasRelatedWork W1509381869 @default.
- W2186795430 hasRelatedWork W1994823853 @default.
- W2186795430 hasRelatedWork W1999084382 @default.
- W2186795430 hasRelatedWork W2070521412 @default.
- W2186795430 hasRelatedWork W2078738892 @default.
- W2186795430 hasRelatedWork W2079534886 @default.
- W2186795430 hasRelatedWork W2121099001 @default.
- W2186795430 hasRelatedWork W2122157654 @default.
- W2186795430 hasRelatedWork W2154099239 @default.
- W2186795430 hasRelatedWork W2167253500 @default.
- W2186795430 hasRelatedWork W2167475202 @default.
- W2186795430 hasRelatedWork W2315161676 @default.
- W2186795430 hasRelatedWork W2338018455 @default.
- W2186795430 hasRelatedWork W2352838570 @default.
- W2186795430 hasRelatedWork W25899834 @default.
- W2186795430 hasRelatedWork W628551565 @default.
- W2186795430 hasRelatedWork W2181346190 @default.
- W2186795430 hasRelatedWork W2186006898 @default.
- W2186795430 isParatext "false" @default.
- W2186795430 isRetracted "false" @default.
- W2186795430 magId "2186795430" @default.
- W2186795430 workType "article" @default.