Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136290693> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W3136290693 abstract "Burgeoning trend of digital advertising have led websites to embody massive irrelevant content such as page navigation, ads, distractions, promotional videos etc‥. on their pages. In contrast to desktop, limited screen space of mobile carrying variety of ineffectual content magnifies the visual complexity of webpage by disrupting focus of user to read useful content. To solve this issue, Reader mode functionality renders a clutter-free version of web page by stripping out all insignificant elements and letting user to read the content they are actually interested in. Existing implementation in our browser involves 2 modules - Article Detection module that runs heuristics to detect whether a web page is article or not, proceeded by Article Extraction module that extracts the main content of the web page by removing all unwanted elements. Our paper focusses on improving the accuracy of article detection logic by proposing a machine-learning based solution that significantly surpasses the present heuristic-based model in terms of accuracy. In order to get rid of false positives on webpages with meaningless content like product descriptions, we extended our previous solution [1] by incorporating backward-elimination heuristics for web page title and extracting strong Boolean predictors. Our approach also solves the problem of detecting reader mode on Google's AMP HTML web pages where main-content is rendered in an iframe. With this model, we were able to achieve a precision of 0.99 and a recall of 0.94, which outperforms the state-of-the-art techniques which are being used by the major Android based web browsers in the market today." @default.
- W3136290693 created "2021-03-29" @default.
- W3136290693 creator A5010866188 @default.
- W3136290693 creator A5021286026 @default.
- W3136290693 creator A5044859234 @default.
- W3136290693 creator A5062353839 @default.
- W3136290693 creator A5082842803 @default.
- W3136290693 date "2021-01-09" @default.
- W3136290693 modified "2023-09-26" @default.
- W3136290693 title "Machine-Learning directed Article Detection on the Web using DOM and text-based features" @default.
- W3136290693 cites W2096451472 @default.
- W3136290693 cites W2120101509 @default.
- W3136290693 cites W2600746833 @default.
- W3136290693 cites W261891563 @default.
- W3136290693 cites W2793353489 @default.
- W3136290693 cites W2946381043 @default.
- W3136290693 cites W3005880794 @default.
- W3136290693 cites W3011068143 @default.
- W3136290693 cites W3102476541 @default.
- W3136290693 doi "https://doi.org/10.1109/ccnc49032.2021.9369599" @default.
- W3136290693 hasPublicationYear "2021" @default.
- W3136290693 type Work @default.
- W3136290693 sameAs 3136290693 @default.
- W3136290693 citedByCount "1" @default.
- W3136290693 countsByYear W31362906932021 @default.
- W3136290693 crossrefType "proceedings-article" @default.
- W3136290693 hasAuthorship W3136290693A5010866188 @default.
- W3136290693 hasAuthorship W3136290693A5021286026 @default.
- W3136290693 hasAuthorship W3136290693A5044859234 @default.
- W3136290693 hasAuthorship W3136290693A5062353839 @default.
- W3136290693 hasAuthorship W3136290693A5082842803 @default.
- W3136290693 hasConcept C111919701 @default.
- W3136290693 hasConcept C127705205 @default.
- W3136290693 hasConcept C136764020 @default.
- W3136290693 hasConcept C154945302 @default.
- W3136290693 hasConcept C21959979 @default.
- W3136290693 hasConcept C23123220 @default.
- W3136290693 hasConcept C2776324614 @default.
- W3136290693 hasConcept C41008148 @default.
- W3136290693 hasConcept C504723692 @default.
- W3136290693 hasConcept C64869954 @default.
- W3136290693 hasConceptScore W3136290693C111919701 @default.
- W3136290693 hasConceptScore W3136290693C127705205 @default.
- W3136290693 hasConceptScore W3136290693C136764020 @default.
- W3136290693 hasConceptScore W3136290693C154945302 @default.
- W3136290693 hasConceptScore W3136290693C21959979 @default.
- W3136290693 hasConceptScore W3136290693C23123220 @default.
- W3136290693 hasConceptScore W3136290693C2776324614 @default.
- W3136290693 hasConceptScore W3136290693C41008148 @default.
- W3136290693 hasConceptScore W3136290693C504723692 @default.
- W3136290693 hasConceptScore W3136290693C64869954 @default.
- W3136290693 hasLocation W31362906931 @default.
- W3136290693 hasOpenAccess W3136290693 @default.
- W3136290693 hasPrimaryLocation W31362906931 @default.
- W3136290693 hasRelatedWork W14315322 @default.
- W3136290693 hasRelatedWork W2156967 @default.
- W3136290693 hasRelatedWork W4346570 @default.
- W3136290693 hasRelatedWork W4496226 @default.
- W3136290693 hasRelatedWork W4627272 @default.
- W3136290693 hasRelatedWork W4785472 @default.
- W3136290693 hasRelatedWork W7122231 @default.
- W3136290693 hasRelatedWork W7236011 @default.
- W3136290693 hasRelatedWork W8067167 @default.
- W3136290693 hasRelatedWork W9984818 @default.
- W3136290693 isParatext "false" @default.
- W3136290693 isRetracted "false" @default.
- W3136290693 magId "3136290693" @default.
- W3136290693 workType "article" @default.