FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2593222764> ?p ?o ?g. }

• W2593222764 abstract "The explanation interface has been recognized important in recommender systems as it can help users evaluate recommendations in a more informed way for deciding which ones are relevant to their interests. In different decision environments, the specific aim of explanation can be different. In high-investment product domains (e.g., digital cameras, laptops) for which users usually attempt to avoid financial risk, how to support users to construct stable preferences and make better decisions is particularly crucial. In this paper, we propose a novel explanation interface that emphasizes explaining the tradeoff properties within a set of recommendations in terms of both their static specifications and feature sentiments extracted from product reviews. The objective is to assist users in more effectively exploring and understanding product space, and being able to better formulate their preferences for products by learning from other customers' experiences. Through two user studies (in form of both before-after and within-subjects experiments), we empirically identify the practical role of feature sentiments in combination with static specifications in producing tradeoff-oriented explanations. Specifically, we find that our explanation interface can be more effective to increase users' product knowledge, preference certainty, perceived information usefulness, recommendation transparency and quality, and purchase intention." @default.
• W2593222764 created "2017-03-16" @default.
• W2593222764 creator A5037989560 @default.
• W2593222764 creator A5063962991 @default.
• W2593222764 date "2017-03-07" @default.
• W2593222764 modified "2023-10-06" @default.
• W2593222764 title "Explaining Recommendations Based on Feature Sentiments in Product Reviews" @default.
• W2593222764 cites W1579090648 @default.
• W2593222764 cites W1581658097 @default.
• W2593222764 cites W170269369 @default.
• W2593222764 cites W1967812664 @default.
• W2593222764 cites W1978372311 @default.
• W2593222764 cites W1989994111 @default.
• W2593222764 cites W1995445252 @default.
• W2593222764 cites W2001981396 @default.
• W2593222764 cites W2013178869 @default.
• W2593222764 cites W2015886158 @default.
• W2593222764 cites W2018416141 @default.
• W2593222764 cites W2024438090 @default.
• W2593222764 cites W2037351199 @default.
• W2593222764 cites W2044807464 @default.
• W2593222764 cites W2053041408 @default.
• W2593222764 cites W2061873838 @default.
• W2593222764 cites W2071500925 @default.
• W2593222764 cites W2089566520 @default.
• W2593222764 cites W2100151003 @default.
• W2593222764 cites W2100171245 @default.
• W2593222764 cites W2114281505 @default.
• W2593222764 cites W2119343909 @default.
• W2593222764 cites W2128319996 @default.
• W2593222764 cites W2134584261 @default.
• W2593222764 cites W2137191349 @default.
• W2593222764 cites W2144969491 @default.
• W2593222764 cites W2153207410 @default.
• W2593222764 cites W2160660844 @default.
• W2593222764 cites W2162111811 @default.
• W2593222764 cites W2166559705 @default.
• W2593222764 cites W2167893057 @default.
• W2593222764 cites W2167984346 @default.
• W2593222764 cites W2266647866 @default.
• W2593222764 cites W2295949242 @default.
• W2593222764 cites W2298442474 @default.
• W2593222764 cites W4237099158 @default.
• W2593222764 doi "https://doi.org/10.1145/3025171.3025173" @default.
• W2593222764 hasPublicationYear "2017" @default.
• W2593222764 type Work @default.
• W2593222764 sameAs 2593222764 @default.
• W2593222764 citedByCount "54" @default.
• W2593222764 countsByYear W25932227642017 @default.
• W2593222764 countsByYear W25932227642018 @default.
• W2593222764 countsByYear W25932227642019 @default.
• W2593222764 countsByYear W25932227642020 @default.
• W2593222764 countsByYear W25932227642021 @default.
• W2593222764 countsByYear W25932227642022 @default.
• W2593222764 countsByYear W25932227642023 @default.
• W2593222764 crossrefType "proceedings-article" @default.
• W2593222764 hasAuthorship W2593222764A5037989560 @default.
• W2593222764 hasAuthorship W2593222764A5063962991 @default.
• W2593222764 hasConcept C107457646 @default.
• W2593222764 hasConcept C111472728 @default.
• W2593222764 hasConcept C111919701 @default.
• W2593222764 hasConcept C113843644 @default.
• W2593222764 hasConcept C129307140 @default.
• W2593222764 hasConcept C138885662 @default.
• W2593222764 hasConcept C157915830 @default.
• W2593222764 hasConcept C162324750 @default.
• W2593222764 hasConcept C173608175 @default.
• W2593222764 hasConcept C175444787 @default.
• W2593222764 hasConcept C177264268 @default.
• W2593222764 hasConcept C199360897 @default.
• W2593222764 hasConcept C23123220 @default.
• W2593222764 hasConcept C2522767166 @default.
• W2593222764 hasConcept C2524010 @default.
• W2593222764 hasConcept C2776401178 @default.
• W2593222764 hasConcept C2778572836 @default.
• W2593222764 hasConcept C2779530757 @default.
• W2593222764 hasConcept C2780233690 @default.
• W2593222764 hasConcept C2780801425 @default.
• W2593222764 hasConcept C2781249084 @default.
• W2593222764 hasConcept C33923547 @default.
• W2593222764 hasConcept C38652104 @default.
• W2593222764 hasConcept C41008148 @default.
• W2593222764 hasConcept C41895202 @default.
• W2593222764 hasConcept C557471498 @default.
• W2593222764 hasConcept C56739046 @default.
• W2593222764 hasConcept C7493553 @default.
• W2593222764 hasConcept C90673727 @default.
• W2593222764 hasConceptScore W2593222764C107457646 @default.
• W2593222764 hasConceptScore W2593222764C111472728 @default.
• W2593222764 hasConceptScore W2593222764C111919701 @default.
• W2593222764 hasConceptScore W2593222764C113843644 @default.
• W2593222764 hasConceptScore W2593222764C129307140 @default.
• W2593222764 hasConceptScore W2593222764C138885662 @default.
• W2593222764 hasConceptScore W2593222764C157915830 @default.
• W2593222764 hasConceptScore W2593222764C162324750 @default.
• W2593222764 hasConceptScore W2593222764C173608175 @default.
• W2593222764 hasConceptScore W2593222764C175444787 @default.
• W2593222764 hasConceptScore W2593222764C177264268 @default.
• W2593222764 hasConceptScore W2593222764C199360897 @default.
• W2593222764 hasConceptScore W2593222764C23123220 @default.

• next