Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385350069> ?p ?o ?g. }
- W4385350069 endingPage "18" @default.
- W4385350069 startingPage "1" @default.
- W4385350069 abstract "In this paper, a novel method is proposed to predict online review helpfulness based on the knowledge adoption model (KAM) theory and non-kernel weighted quadratic surface support vector machine (WQSSVM). The KAM theory develops helpfulness-predicting features from two perspectives: the quality of online review content and the credibility of online review sources. Content quality is measured by calculating the percentage of domain words in a review, as well as the percentage of stop words. This method effectively addresses the issue of knowledge barriers existing in the online reviews in specific domains. Source credibility is measured by looking at the number of fans an author has, as well as the number of likes he has received. The WQSSVM significantly reduces the computational time in selecting a suitable kernel and related parameters. To investigate the performance of the proposed method, computational experiments were conducted on three crawled online review datasets of traditional Chinese medicine, takeouts, and mobile phone products. The numerical results not only indicate the superior capability of the proposed method in identifying the optimal combination of features and forecasting accuracy but also indicate the greater importance of source credibility over quality of content, for predicting the online review helpfulness." @default.
- W4385350069 created "2023-07-29" @default.
- W4385350069 creator A5007238490 @default.
- W4385350069 creator A5017947172 @default.
- W4385350069 creator A5026333927 @default.
- W4385350069 creator A5031150094 @default.
- W4385350069 date "2023-07-28" @default.
- W4385350069 modified "2023-10-08" @default.
- W4385350069 title "A novel method based on knowledge adoption model and non-kernel SVM for predicting the helpfulness of online reviews" @default.
- W4385350069 cites W1130813113 @default.
- W4385350069 cites W1505596080 @default.
- W4385350069 cites W2012662675 @default.
- W4385350069 cites W2030387474 @default.
- W4385350069 cites W2058559948 @default.
- W4385350069 cites W2075964046 @default.
- W4385350069 cites W2077806328 @default.
- W4385350069 cites W2244058731 @default.
- W4385350069 cites W2251478708 @default.
- W4385350069 cites W2278526461 @default.
- W4385350069 cites W2509632655 @default.
- W4385350069 cites W2556726043 @default.
- W4385350069 cites W2558778539 @default.
- W4385350069 cites W2763926615 @default.
- W4385350069 cites W2794669487 @default.
- W4385350069 cites W2917544878 @default.
- W4385350069 cites W2938066609 @default.
- W4385350069 cites W2969209099 @default.
- W4385350069 cites W3002519755 @default.
- W4385350069 cites W3022446239 @default.
- W4385350069 cites W3087228565 @default.
- W4385350069 cites W3111808665 @default.
- W4385350069 cites W3117341398 @default.
- W4385350069 cites W3122657203 @default.
- W4385350069 cites W3124946654 @default.
- W4385350069 cites W3125189097 @default.
- W4385350069 cites W3129346962 @default.
- W4385350069 cites W3135795045 @default.
- W4385350069 cites W3141714916 @default.
- W4385350069 cites W3161127832 @default.
- W4385350069 cites W4224992801 @default.
- W4385350069 cites W4238505817 @default.
- W4385350069 cites W4286770838 @default.
- W4385350069 cites W4300960806 @default.
- W4385350069 doi "https://doi.org/10.1080/01605682.2023.2239855" @default.
- W4385350069 hasPublicationYear "2023" @default.
- W4385350069 type Work @default.
- W4385350069 citedByCount "0" @default.
- W4385350069 crossrefType "journal-article" @default.
- W4385350069 hasAuthorship W4385350069A5007238490 @default.
- W4385350069 hasAuthorship W4385350069A5017947172 @default.
- W4385350069 hasAuthorship W4385350069A5026333927 @default.
- W4385350069 hasAuthorship W4385350069A5031150094 @default.
- W4385350069 hasConcept C111472728 @default.
- W4385350069 hasConcept C114614502 @default.
- W4385350069 hasConcept C119857082 @default.
- W4385350069 hasConcept C12267149 @default.
- W4385350069 hasConcept C124101348 @default.
- W4385350069 hasConcept C138885662 @default.
- W4385350069 hasConcept C154945302 @default.
- W4385350069 hasConcept C15744967 @default.
- W4385350069 hasConcept C17744445 @default.
- W4385350069 hasConcept C199539241 @default.
- W4385350069 hasConcept C207685749 @default.
- W4385350069 hasConcept C23123220 @default.
- W4385350069 hasConcept C2776620684 @default.
- W4385350069 hasConcept C2779530757 @default.
- W4385350069 hasConcept C2780224610 @default.
- W4385350069 hasConcept C2781265381 @default.
- W4385350069 hasConcept C33923547 @default.
- W4385350069 hasConcept C41008148 @default.
- W4385350069 hasConcept C74193536 @default.
- W4385350069 hasConcept C77805123 @default.
- W4385350069 hasConceptScore W4385350069C111472728 @default.
- W4385350069 hasConceptScore W4385350069C114614502 @default.
- W4385350069 hasConceptScore W4385350069C119857082 @default.
- W4385350069 hasConceptScore W4385350069C12267149 @default.
- W4385350069 hasConceptScore W4385350069C124101348 @default.
- W4385350069 hasConceptScore W4385350069C138885662 @default.
- W4385350069 hasConceptScore W4385350069C154945302 @default.
- W4385350069 hasConceptScore W4385350069C15744967 @default.
- W4385350069 hasConceptScore W4385350069C17744445 @default.
- W4385350069 hasConceptScore W4385350069C199539241 @default.
- W4385350069 hasConceptScore W4385350069C207685749 @default.
- W4385350069 hasConceptScore W4385350069C23123220 @default.
- W4385350069 hasConceptScore W4385350069C2776620684 @default.
- W4385350069 hasConceptScore W4385350069C2779530757 @default.
- W4385350069 hasConceptScore W4385350069C2780224610 @default.
- W4385350069 hasConceptScore W4385350069C2781265381 @default.
- W4385350069 hasConceptScore W4385350069C33923547 @default.
- W4385350069 hasConceptScore W4385350069C41008148 @default.
- W4385350069 hasConceptScore W4385350069C74193536 @default.
- W4385350069 hasConceptScore W4385350069C77805123 @default.
- W4385350069 hasFunder F4320321001 @default.
- W4385350069 hasFunder F4320335982 @default.
- W4385350069 hasLocation W43853500691 @default.
- W4385350069 hasOpenAccess W4385350069 @default.
- W4385350069 hasPrimaryLocation W43853500691 @default.
- W4385350069 hasRelatedWork W1996541855 @default.