FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3195874243> ?p ?o ?g. }

• W3195874243 endingPage "35" @default.
• W3195874243 startingPage "35" @default.
• W3195874243 abstract "In the age of information overload, customers are overwhelmed with the number of products available for sale. Search engines try to overcome this issue by filtering relevant items to the users’ queries. Traditional search engines rely on the exact match of terms in the query and product meta-data. Recently, deep learning-based approaches grabbed more attention by outperforming traditional methods in many circumstances. In this work, we involve the power of embeddings to solve the challenging task of optimizing product search engines in e-commerce. This work proposes an e-commerce product search engine based on a similarity metric that works on top of query and product embeddings. Two pre-trained word embedding models were tested, the first representing a category of models that generate fixed embeddings and a second representing a newer category of models that generate context-aware embeddings. Furthermore, a re-ranking step was performed by incorporating a list of quality indicators that reflects the utility of the product to the customer as inputs to well-known ranking methods. To prove the reliability of the approach, the Amazon reviews dataset was used for experimentation. The results demonstrated the effectiveness of context-aware embeddings in retrieving relevant products and the quality indicators in ranking high-quality products." @default.
• W3195874243 created "2021-08-30" @default.
• W3195874243 creator A5007232302 @default.
• W3195874243 creator A5042994204 @default.
• W3195874243 creator A5064506479 @default.
• W3195874243 creator A5087532116 @default.
• W3195874243 date "2021-08-13" @default.
• W3195874243 modified "2023-10-16" @default.
• W3195874243 title "Deep Neural Network and Boosting Based Hybrid Quality Ranking for e-Commerce Product Search" @default.
• W3195874243 cites W2021503317 @default.
• W3195874243 cites W2050096199 @default.
• W3195874243 cites W2093390569 @default.
• W3195874243 cites W2113640060 @default.
• W3195874243 cites W2131774270 @default.
• W3195874243 cites W2142537246 @default.
• W3195874243 cites W2143331230 @default.
• W3195874243 cites W2149427297 @default.
• W3195874243 cites W2250539671 @default.
• W3195874243 cites W2493916176 @default.
• W3195874243 cites W2575006718 @default.
• W3195874243 cites W2606749808 @default.
• W3195874243 cites W2740070748 @default.
• W3195874243 cites W2741497758 @default.
• W3195874243 cites W2749348810 @default.
• W3195874243 cites W2798283910 @default.
• W3195874243 cites W2896428630 @default.
• W3195874243 cites W2897905870 @default.
• W3195874243 cites W2900464008 @default.
• W3195874243 cites W2901708886 @default.
• W3195874243 cites W2954457930 @default.
• W3195874243 cites W2963341956 @default.
• W3195874243 cites W2963947304 @default.
• W3195874243 cites W2971196067 @default.
• W3195874243 cites W2972160336 @default.
• W3195874243 cites W2998020421 @default.
• W3195874243 cites W3000769526 @default.
• W3195874243 cites W3008063828 @default.
• W3195874243 cites W3010766896 @default.
• W3195874243 cites W3034802203 @default.
• W3195874243 cites W3099984837 @default.
• W3195874243 cites W3101719580 @default.
• W3195874243 cites W3102512871 @default.
• W3195874243 cites W3118485687 @default.
• W3195874243 cites W81818118 @default.
• W3195874243 doi "https://doi.org/10.3390/bdcc5030035" @default.
• W3195874243 hasPublicationYear "2021" @default.
• W3195874243 type Work @default.
• W3195874243 sameAs 3195874243 @default.
• W3195874243 citedByCount "1" @default.
• W3195874243 countsByYear W31958742432022 @default.
• W3195874243 crossrefType "journal-article" @default.
• W3195874243 hasAuthorship W3195874243A5007232302 @default.
• W3195874243 hasAuthorship W3195874243A5042994204 @default.
• W3195874243 hasAuthorship W3195874243A5064506479 @default.
• W3195874243 hasAuthorship W3195874243A5087532116 @default.
• W3195874243 hasBestOaLocation W31958742431 @default.
• W3195874243 hasConcept C111472728 @default.
• W3195874243 hasConcept C119857082 @default.
• W3195874243 hasConcept C124101348 @default.
• W3195874243 hasConcept C127413603 @default.
• W3195874243 hasConcept C138885662 @default.
• W3195874243 hasConcept C151730666 @default.
• W3195874243 hasConcept C154945302 @default.
• W3195874243 hasConcept C176217482 @default.
• W3195874243 hasConcept C189430467 @default.
• W3195874243 hasConcept C201995342 @default.
• W3195874243 hasConcept C21547014 @default.
• W3195874243 hasConcept C23123220 @default.
• W3195874243 hasConcept C2524010 @default.
• W3195874243 hasConcept C2779343474 @default.
• W3195874243 hasConcept C2779530757 @default.
• W3195874243 hasConcept C2780451532 @default.
• W3195874243 hasConcept C33923547 @default.
• W3195874243 hasConcept C41008148 @default.
• W3195874243 hasConcept C46686674 @default.
• W3195874243 hasConcept C50644808 @default.
• W3195874243 hasConcept C86803240 @default.
• W3195874243 hasConcept C90673727 @default.
• W3195874243 hasConcept C97854310 @default.
• W3195874243 hasConceptScore W3195874243C111472728 @default.
• W3195874243 hasConceptScore W3195874243C119857082 @default.
• W3195874243 hasConceptScore W3195874243C124101348 @default.
• W3195874243 hasConceptScore W3195874243C127413603 @default.
• W3195874243 hasConceptScore W3195874243C138885662 @default.
• W3195874243 hasConceptScore W3195874243C151730666 @default.
• W3195874243 hasConceptScore W3195874243C154945302 @default.
• W3195874243 hasConceptScore W3195874243C176217482 @default.
• W3195874243 hasConceptScore W3195874243C189430467 @default.
• W3195874243 hasConceptScore W3195874243C201995342 @default.
• W3195874243 hasConceptScore W3195874243C21547014 @default.
• W3195874243 hasConceptScore W3195874243C23123220 @default.
• W3195874243 hasConceptScore W3195874243C2524010 @default.
• W3195874243 hasConceptScore W3195874243C2779343474 @default.
• W3195874243 hasConceptScore W3195874243C2779530757 @default.
• W3195874243 hasConceptScore W3195874243C2780451532 @default.
• W3195874243 hasConceptScore W3195874243C33923547 @default.
• W3195874243 hasConceptScore W3195874243C41008148 @default.
• W3195874243 hasConceptScore W3195874243C46686674 @default.

• next