Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385567901> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4385567901 abstract "Email platforms need to generate personalized rankings of emails that satisfy user preferences, which may vary over time. We approach this as a recommendation problem based on three criteria: closeness (how relevant the sender and topic are to the user), timeliness (how recent the email is), and conciseness (how brief the email is). We propose MOSR (Multi-Objective Stationary Recommender), a novel online algorithm that uses an adaptive control model to dynamically balance these criteria and adapt to preference changes. We evaluate MOSR on the Enron Email Dataset, a large collection of real emails, and compare it with other baselines. The results show that MOSR achieves better performance, especially under non-stationary preferences, where users value different criteria more or less over time. We also test MOSR's robustness on a smaller down-sampled dataset that exhibits high variance in email characteristics, and show that it maintains stable rankings across different samples. Our work offers novel insights into how to design email re-ranking systems that account for multiple objectives impacting user satisfaction." @default.
- W4385567901 created "2023-08-05" @default.
- W4385567901 creator A5010290944 @default.
- W4385567901 creator A5015381596 @default.
- W4385567901 date "2023-08-04" @default.
- W4385567901 modified "2023-09-27" @default.
- W4385567901 title "Stationary Algorithmic Balancing For Dynamic Email Re-Ranking Problem" @default.
- W4385567901 cites W1603920809 @default.
- W4385567901 cites W1852383912 @default.
- W4385567901 cites W1968535060 @default.
- W4385567901 cites W2038808545 @default.
- W4385567901 cites W2050042708 @default.
- W4385567901 cites W2060907774 @default.
- W4385567901 cites W2076279155 @default.
- W4385567901 cites W2076428443 @default.
- W4385567901 cites W2110028669 @default.
- W4385567901 cites W2111367974 @default.
- W4385567901 cites W2121702730 @default.
- W4385567901 cites W2136522026 @default.
- W4385567901 cites W2137891816 @default.
- W4385567901 cites W2270188535 @default.
- W4385567901 cites W2312920711 @default.
- W4385567901 cites W2614403482 @default.
- W4385567901 cites W3016356276 @default.
- W4385567901 cites W3092386655 @default.
- W4385567901 cites W3094145610 @default.
- W4385567901 cites W3123289716 @default.
- W4385567901 cites W3154449962 @default.
- W4385567901 cites W3209698437 @default.
- W4385567901 cites W4229075504 @default.
- W4385567901 cites W4229604467 @default.
- W4385567901 doi "https://doi.org/10.1145/3580305.3599909" @default.
- W4385567901 hasPublicationYear "2023" @default.
- W4385567901 type Work @default.
- W4385567901 citedByCount "0" @default.
- W4385567901 crossrefType "proceedings-article" @default.
- W4385567901 hasAuthorship W4385567901A5010290944 @default.
- W4385567901 hasAuthorship W4385567901A5015381596 @default.
- W4385567901 hasBestOaLocation W43855679011 @default.
- W4385567901 hasConcept C104317684 @default.
- W4385567901 hasConcept C121955636 @default.
- W4385567901 hasConcept C134306372 @default.
- W4385567901 hasConcept C144133560 @default.
- W4385567901 hasConcept C185592680 @default.
- W4385567901 hasConcept C189430467 @default.
- W4385567901 hasConcept C196083921 @default.
- W4385567901 hasConcept C198104137 @default.
- W4385567901 hasConcept C23123220 @default.
- W4385567901 hasConcept C2779545769 @default.
- W4385567901 hasConcept C33923547 @default.
- W4385567901 hasConcept C41008148 @default.
- W4385567901 hasConcept C55493867 @default.
- W4385567901 hasConcept C557471498 @default.
- W4385567901 hasConcept C63479239 @default.
- W4385567901 hasConcept C76155785 @default.
- W4385567901 hasConceptScore W4385567901C104317684 @default.
- W4385567901 hasConceptScore W4385567901C121955636 @default.
- W4385567901 hasConceptScore W4385567901C134306372 @default.
- W4385567901 hasConceptScore W4385567901C144133560 @default.
- W4385567901 hasConceptScore W4385567901C185592680 @default.
- W4385567901 hasConceptScore W4385567901C189430467 @default.
- W4385567901 hasConceptScore W4385567901C196083921 @default.
- W4385567901 hasConceptScore W4385567901C198104137 @default.
- W4385567901 hasConceptScore W4385567901C23123220 @default.
- W4385567901 hasConceptScore W4385567901C2779545769 @default.
- W4385567901 hasConceptScore W4385567901C33923547 @default.
- W4385567901 hasConceptScore W4385567901C41008148 @default.
- W4385567901 hasConceptScore W4385567901C55493867 @default.
- W4385567901 hasConceptScore W4385567901C557471498 @default.
- W4385567901 hasConceptScore W4385567901C63479239 @default.
- W4385567901 hasConceptScore W4385567901C76155785 @default.
- W4385567901 hasLocation W43855679011 @default.
- W4385567901 hasLocation W43855679012 @default.
- W4385567901 hasOpenAccess W4385567901 @default.
- W4385567901 hasPrimaryLocation W43855679011 @default.
- W4385567901 hasRelatedWork W130381036 @default.
- W4385567901 hasRelatedWork W1984559274 @default.
- W4385567901 hasRelatedWork W2010118680 @default.
- W4385567901 hasRelatedWork W2013394905 @default.
- W4385567901 hasRelatedWork W2369936857 @default.
- W4385567901 hasRelatedWork W2600865495 @default.
- W4385567901 hasRelatedWork W2809363009 @default.
- W4385567901 hasRelatedWork W2968745142 @default.
- W4385567901 hasRelatedWork W3088559275 @default.
- W4385567901 hasRelatedWork W7602594 @default.
- W4385567901 isParatext "false" @default.
- W4385567901 isRetracted "false" @default.
- W4385567901 workType "article" @default.