Matches in SemOpenAlex for { <https://semopenalex.org/work/W2976557056> ?p ?o ?g. }
- W2976557056 endingPage "295" @default.
- W2976557056 startingPage "295" @default.
- W2976557056 abstract "With easy access to the Internet and the popularity of online review platforms, the volume of crowd-sourced reviews is continuously rising. Many studies have acknowledged the importance of reviews in making purchase decisions. The consumer’s feedback plays a vital role in the success or failure of a business. The number of studies on predicting helpfulness and ranking reviews is increasing due to the increasing importance of reviews. However, previous studies have mainly focused on predicting helpfulness of “reviews” and “reviewer”. This study aimed to profile cumulative helpfulness received by a business and then use it for business ranking. The reliability of proposed cumulative helpfulness for ranking was illustrated using a dataset of 1,92,606 businesses from Yelp.com. Seven business and four reviewer features were identified to predict cumulative helpfulness using Linear Regression (LNR), Gradient Boosting (GB), and Neural Network (NNet). The dataset was subdivided into 12 datasets based on business categories to predict the cumulative helpfulness. The results reported that business features, including star rating, review count and days since the last review are the most important features among all business categories. Moreover, using reviewer features along with business features improves the prediction performance for seven datasets. Lastly, the implications of this study are discussed for researchers, review platforms and businesses." @default.
- W2976557056 created "2019-10-03" @default.
- W2976557056 creator A5005476133 @default.
- W2976557056 creator A5012666416 @default.
- W2976557056 creator A5086680323 @default.
- W2976557056 creator A5090355098 @default.
- W2976557056 creator A5091401182 @default.
- W2976557056 creator A5084171715 @default.
- W2976557056 date "2019-09-24" @default.
- W2976557056 modified "2023-10-16" @default.
- W2976557056 title "Profiling and Predicting the Cumulative Helpfulness (Quality) of Crowd-Sourced Reviews" @default.
- W2976557056 cites W1633062978 @default.
- W2976557056 cites W1965449946 @default.
- W2976557056 cites W1966503997 @default.
- W2976557056 cites W1967025894 @default.
- W2976557056 cites W1999615887 @default.
- W2976557056 cites W1999624853 @default.
- W2976557056 cites W2004667937 @default.
- W2976557056 cites W2019983800 @default.
- W2976557056 cites W2040924390 @default.
- W2976557056 cites W2044636434 @default.
- W2976557056 cites W2070493638 @default.
- W2976557056 cites W2075964046 @default.
- W2976557056 cites W2078965963 @default.
- W2976557056 cites W2151496550 @default.
- W2976557056 cites W2201929092 @default.
- W2976557056 cites W2465157137 @default.
- W2976557056 cites W2465701822 @default.
- W2976557056 cites W2509632655 @default.
- W2976557056 cites W2519309554 @default.
- W2976557056 cites W2549817308 @default.
- W2976557056 cites W2556726043 @default.
- W2976557056 cites W2562752476 @default.
- W2976557056 cites W2586885238 @default.
- W2976557056 cites W2595319561 @default.
- W2976557056 cites W2601994823 @default.
- W2976557056 cites W2604386741 @default.
- W2976557056 cites W2726474813 @default.
- W2976557056 cites W2762700563 @default.
- W2976557056 cites W2780946198 @default.
- W2976557056 cites W2782536238 @default.
- W2976557056 cites W2794669487 @default.
- W2976557056 cites W2809233634 @default.
- W2976557056 cites W2810318119 @default.
- W2976557056 cites W2896795208 @default.
- W2976557056 cites W2907892213 @default.
- W2976557056 cites W2916361850 @default.
- W2976557056 cites W2917544878 @default.
- W2976557056 cites W2944567664 @default.
- W2976557056 cites W3122724846 @default.
- W2976557056 cites W3123091093 @default.
- W2976557056 cites W3124946654 @default.
- W2976557056 cites W3124979719 @default.
- W2976557056 cites W3125189097 @default.
- W2976557056 cites W3125399184 @default.
- W2976557056 cites W3125983399 @default.
- W2976557056 cites W3141714916 @default.
- W2976557056 cites W4229742094 @default.
- W2976557056 doi "https://doi.org/10.3390/info10100295" @default.
- W2976557056 hasPublicationYear "2019" @default.
- W2976557056 type Work @default.
- W2976557056 sameAs 2976557056 @default.
- W2976557056 citedByCount "7" @default.
- W2976557056 countsByYear W29765570562019 @default.
- W2976557056 countsByYear W29765570562020 @default.
- W2976557056 countsByYear W29765570562021 @default.
- W2976557056 countsByYear W29765570562022 @default.
- W2976557056 crossrefType "journal-article" @default.
- W2976557056 hasAuthorship W2976557056A5005476133 @default.
- W2976557056 hasAuthorship W2976557056A5012666416 @default.
- W2976557056 hasAuthorship W2976557056A5084171715 @default.
- W2976557056 hasAuthorship W2976557056A5086680323 @default.
- W2976557056 hasAuthorship W2976557056A5090355098 @default.
- W2976557056 hasAuthorship W2976557056A5091401182 @default.
- W2976557056 hasBestOaLocation W29765570561 @default.
- W2976557056 hasConcept C15744967 @default.
- W2976557056 hasConcept C189430467 @default.
- W2976557056 hasConcept C23123220 @default.
- W2976557056 hasConcept C2522767166 @default.
- W2976557056 hasConcept C2780586970 @default.
- W2976557056 hasConcept C2781265381 @default.
- W2976557056 hasConcept C41008148 @default.
- W2976557056 hasConcept C77805123 @default.
- W2976557056 hasConceptScore W2976557056C15744967 @default.
- W2976557056 hasConceptScore W2976557056C189430467 @default.
- W2976557056 hasConceptScore W2976557056C23123220 @default.
- W2976557056 hasConceptScore W2976557056C2522767166 @default.
- W2976557056 hasConceptScore W2976557056C2780586970 @default.
- W2976557056 hasConceptScore W2976557056C2781265381 @default.
- W2976557056 hasConceptScore W2976557056C41008148 @default.
- W2976557056 hasConceptScore W2976557056C77805123 @default.
- W2976557056 hasFunder F4320322120 @default.
- W2976557056 hasIssue "10" @default.
- W2976557056 hasLocation W29765570561 @default.
- W2976557056 hasLocation W29765570562 @default.
- W2976557056 hasOpenAccess W2976557056 @default.
- W2976557056 hasPrimaryLocation W29765570561 @default.
- W2976557056 hasRelatedWork W2093917600 @default.