FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2954457930> ?p ?o ?g. }

• W2954457930 endingPage "100874" @default.
• W2954457930 startingPage "100874" @default.
• W2954457930 abstract "Product ranking based on online product reviews is a task of inferring relative user preferences between different products as a variant of entity-level sentiment analysis. Despite the complex relationship between the overall user’s preference and individual diverse opinions, existing approaches generally employ empirical assumptions about sentiment features of the products of interest. In this paper, we propose a novel unified approach for learning to rank products based on online product reviews. Unlike existing approaches, it uses deep-learning techniques to extract the high-level latent review representation that contains the most semantic information in the learning process. For this approach, we extend the recently proposed hierarchical attention network to operate in the ranking domain. This network hierarchically learns optimal feature representations of the products and their reviews through the use of two-level attention-based encoders. To construct a more advanced ranking model, several features were added to give sufficient information about the relative user preferences, and two representative ranking loss functions, RankNet and ListNet, were applied. Furthermore, we demonstrate that this network outperforms the existing methods in sales rank prediction based on online product reviews." @default.
• W2954457930 created "2019-07-12" @default.
• W2954457930 creator A5052140339 @default.
• W2954457930 creator A5080277332 @default.
• W2954457930 creator A5091912379 @default.
• W2954457930 date "2019-07-01" @default.
• W2954457930 modified "2023-10-10" @default.
• W2954457930 title "Learning to rank products based on online product reviews using a hierarchical deep neural network" @default.
• W2954457930 cites W1980085292 @default.
• W2954457930 cites W2009435503 @default.
• W2954457930 cites W2016945820 @default.
• W2954457930 cites W2026594246 @default.
• W2954457930 cites W2057988282 @default.
• W2954457930 cites W2086389500 @default.
• W2954457930 cites W2126977778 @default.
• W2954457930 cites W2167325287 @default.
• W2954457930 cites W2178812616 @default.
• W2954457930 cites W2406624406 @default.
• W2954457930 cites W2545577367 @default.
• W2954457930 cites W2550799801 @default.
• W2954457930 cites W2556605533 @default.
• W2954457930 cites W2585078266 @default.
• W2954457930 cites W2794669487 @default.
• W2954457930 cites W2805602553 @default.
• W2954457930 cites W2963721761 @default.
• W2954457930 cites W3122283149 @default.
• W2954457930 cites W3122888209 @default.
• W2954457930 cites W3123035962 @default.
• W2954457930 cites W4229742094 @default.
• W2954457930 doi "https://doi.org/10.1016/j.elerap.2019.100874" @default.
• W2954457930 hasPublicationYear "2019" @default.
• W2954457930 type Work @default.
• W2954457930 sameAs 2954457930 @default.
• W2954457930 citedByCount "22" @default.
• W2954457930 countsByYear W29544579302020 @default.
• W2954457930 countsByYear W29544579302021 @default.
• W2954457930 countsByYear W29544579302022 @default.
• W2954457930 countsByYear W29544579302023 @default.
• W2954457930 crossrefType "journal-article" @default.
• W2954457930 hasAuthorship W2954457930A5052140339 @default.
• W2954457930 hasAuthorship W2954457930A5080277332 @default.
• W2954457930 hasAuthorship W2954457930A5091912379 @default.
• W2954457930 hasConcept C105795698 @default.
• W2954457930 hasConcept C108583219 @default.
• W2954457930 hasConcept C111919701 @default.
• W2954457930 hasConcept C114614502 @default.
• W2954457930 hasConcept C119857082 @default.
• W2954457930 hasConcept C134306372 @default.
• W2954457930 hasConcept C138885662 @default.
• W2954457930 hasConcept C154945302 @default.
• W2954457930 hasConcept C164226766 @default.
• W2954457930 hasConcept C17744445 @default.
• W2954457930 hasConcept C181204326 @default.
• W2954457930 hasConcept C189430467 @default.
• W2954457930 hasConcept C199539241 @default.
• W2954457930 hasConcept C23123220 @default.
• W2954457930 hasConcept C2524010 @default.
• W2954457930 hasConcept C2776359362 @default.
• W2954457930 hasConcept C2776401178 @default.
• W2954457930 hasConcept C2781249084 @default.
• W2954457930 hasConcept C33923547 @default.
• W2954457930 hasConcept C36503486 @default.
• W2954457930 hasConcept C41008148 @default.
• W2954457930 hasConcept C41895202 @default.
• W2954457930 hasConcept C50644808 @default.
• W2954457930 hasConcept C59404180 @default.
• W2954457930 hasConcept C86037889 @default.
• W2954457930 hasConcept C90673727 @default.
• W2954457930 hasConcept C94625758 @default.
• W2954457930 hasConcept C98045186 @default.
• W2954457930 hasConceptScore W2954457930C105795698 @default.
• W2954457930 hasConceptScore W2954457930C108583219 @default.
• W2954457930 hasConceptScore W2954457930C111919701 @default.
• W2954457930 hasConceptScore W2954457930C114614502 @default.
• W2954457930 hasConceptScore W2954457930C119857082 @default.
• W2954457930 hasConceptScore W2954457930C134306372 @default.
• W2954457930 hasConceptScore W2954457930C138885662 @default.
• W2954457930 hasConceptScore W2954457930C154945302 @default.
• W2954457930 hasConceptScore W2954457930C164226766 @default.
• W2954457930 hasConceptScore W2954457930C17744445 @default.
• W2954457930 hasConceptScore W2954457930C181204326 @default.
• W2954457930 hasConceptScore W2954457930C189430467 @default.
• W2954457930 hasConceptScore W2954457930C199539241 @default.
• W2954457930 hasConceptScore W2954457930C23123220 @default.
• W2954457930 hasConceptScore W2954457930C2524010 @default.
• W2954457930 hasConceptScore W2954457930C2776359362 @default.
• W2954457930 hasConceptScore W2954457930C2776401178 @default.
• W2954457930 hasConceptScore W2954457930C2781249084 @default.
• W2954457930 hasConceptScore W2954457930C33923547 @default.
• W2954457930 hasConceptScore W2954457930C36503486 @default.
• W2954457930 hasConceptScore W2954457930C41008148 @default.
• W2954457930 hasConceptScore W2954457930C41895202 @default.
• W2954457930 hasConceptScore W2954457930C50644808 @default.
• W2954457930 hasConceptScore W2954457930C59404180 @default.
• W2954457930 hasConceptScore W2954457930C86037889 @default.
• W2954457930 hasConceptScore W2954457930C90673727 @default.
• W2954457930 hasConceptScore W2954457930C94625758 @default.
• W2954457930 hasConceptScore W2954457930C98045186 @default.

• next