CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS
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| Language: | English |
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University of Cincinnati / OhioLINK
2003
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| Online Access: | http://rave.ohiolink.edu/etdc/view?acc_num=ucin1070633035 |
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ndltd-OhioLink-oai-etd.ohiolink.edu-ucin10706330352021-08-03T06:09:31Z CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS JOSHI, ABHIJIT PURSHOTTAM Computer Science personalized classifier categorization of URLs semantic graphs contexual decomposition reconnected components In this work we use structural analysis of semantic graphs of categories and URLs to find clusters of URLs, which belong to more than one predefined categories. All the present manual as well as automatic classifiers give a deeply rooted and complex category structure, which is unusable for classification of sets of personal URLs. We have developed software which, given a set of URLs and their set of predefined categories, tries to find sets of personalized categories for a user using the properties of Bipartite URL-Category Semantic (BUCS) network. The structural analysis of this network shows that biconnected components in this graph contain sets of nodes which represent new and refined categories derived from the given hierarchical structure of categories. Also the sets of URLs in these biconnected components represent a more general topic formed by the interrelated individual subjects of their web pages. These sets of URLs are the personalized web communities bound by strong underlying structure of biconnected components in a semantic network of categories and URLs. These refined categories and personalized web communities can be used as part of user’s ‘Personalized Information Environment’. 2003 English text University of Cincinnati / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=ucin1070633035 http://rave.ohiolink.edu/etdc/view?acc_num=ucin1070633035 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws. |
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NDLTD |
| language |
English |
| sources |
NDLTD |
| topic |
Computer Science personalized classifier categorization of URLs semantic graphs contexual decomposition reconnected components |
| spellingShingle |
Computer Science personalized classifier categorization of URLs semantic graphs contexual decomposition reconnected components JOSHI, ABHIJIT PURSHOTTAM CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS |
| author |
JOSHI, ABHIJIT PURSHOTTAM |
| author_facet |
JOSHI, ABHIJIT PURSHOTTAM |
| author_sort |
JOSHI, ABHIJIT PURSHOTTAM |
| title |
CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS |
| title_short |
CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS |
| title_full |
CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS |
| title_fullStr |
CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS |
| title_full_unstemmed |
CONTEXTUAL DECOMPOSITION OF WEB RESOURCES: APPLYING SEMANTIC GRAPH ANALYSIS TO PERSONAL URL SETS |
| title_sort |
contextual decomposition of web resources: applying semantic graph analysis to personal url sets |
| publisher |
University of Cincinnati / OhioLINK |
| publishDate |
2003 |
| url |
http://rave.ohiolink.edu/etdc/view?acc_num=ucin1070633035 |
| work_keys_str_mv |
AT joshiabhijitpurshottam contextualdecompositionofwebresourcesapplyingsemanticgraphanalysistopersonalurlsets |
| _version_ |
1719431861037432832 |