FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4288045662> ?p ?o ?g. }

• W4288045662 endingPage "108874" @default.
• W4288045662 startingPage "108874" @default.
• W4288045662 abstract "In this paper, a general framework of user-based collaborative filtering (CF) is developed with a new p-moment-based similarity measure. The p-moment-based statistics (PMS) of individual rating data are employed to analyze the user rating habit, thereby facilitating the performance improvement of the CF algorithm. On the basis of the PMS, a new yet comprehensive similarity measure is proposed to quantify the distance between two users with focus on both the users’ preferences on items and their rating habits. Compared with the traditional ones, our proposed similarity measure is more general with clearer application insights in complicated situations. Furthermore, the weights of different statistics are regarded as adjustable parameters that are determined by utilizing the particle swarm optimization technique so as to achieve good prediction performance. Based on the proposed similarity measure with optimized weights, the neighborhood set consisting of similar users is formed and then the user-based rating prediction is eventually provided. The developed CF algorithm has advantages of high prediction accuracy and wide application potential. Moreover, this CF algorithm is applied on a real-world disease (Friedreich’s ataxia) assessment system in order to assist diagnosis for patients with uncertain/missing information. Experimental results demonstrate the validity and efficiency of the proposed algorithm." @default.
• W4288045662 created "2022-07-27" @default.
• W4288045662 creator A5016276241 @default.
• W4288045662 creator A5017135039 @default.
• W4288045662 creator A5024369927 @default.
• W4288045662 creator A5048831651 @default.
• W4288045662 creator A5080263475 @default.
• W4288045662 date "2022-07-01" @default.
• W4288045662 modified "2023-10-09" @default.
• W4288045662 title "A new framework for collaborative filtering with <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML display=inline id=d1e756 altimg=si3.svg><mml:mi>p</mml:mi></mml:math>-moment-based similarity measure: Algorithm, optimization and application" @default.
• W4288045662 cites W1965555277 @default.
• W4288045662 cites W2013169691 @default.
• W4288045662 cites W2018597607 @default.
• W4288045662 cites W2033317745 @default.
• W4288045662 cites W2091381870 @default.
• W4288045662 cites W2108388069 @default.
• W4288045662 cites W2113273124 @default.
• W4288045662 cites W2117311203 @default.
• W4288045662 cites W2118020555 @default.
• W4288045662 cites W2142175159 @default.
• W4288045662 cites W2146950091 @default.
• W4288045662 cites W2157276762 @default.
• W4288045662 cites W2158155007 @default.
• W4288045662 cites W2167527362 @default.
• W4288045662 cites W2310225923 @default.
• W4288045662 cites W2735496307 @default.
• W4288045662 cites W2752505552 @default.
• W4288045662 cites W2803744611 @default.
• W4288045662 cites W2805473258 @default.
• W4288045662 cites W2907039237 @default.
• W4288045662 cites W2908142178 @default.
• W4288045662 cites W2908900944 @default.
• W4288045662 cites W2963358003 @default.
• W4288045662 cites W3002225283 @default.
• W4288045662 cites W3014375543 @default.
• W4288045662 cites W3017134642 @default.
• W4288045662 cites W3019902811 @default.
• W4288045662 cites W3023017077 @default.
• W4288045662 cites W3043165038 @default.
• W4288045662 cites W3048667249 @default.
• W4288045662 cites W3049686946 @default.
• W4288045662 cites W3082334751 @default.
• W4288045662 cites W3101667383 @default.
• W4288045662 cites W3107921937 @default.
• W4288045662 cites W3115668312 @default.
• W4288045662 cites W3119207288 @default.
• W4288045662 cites W3120786329 @default.
• W4288045662 cites W3122244891 @default.
• W4288045662 cites W3131013500 @default.
• W4288045662 cites W3132795731 @default.
• W4288045662 cites W3137510859 @default.
• W4288045662 cites W3156988562 @default.
• W4288045662 cites W3166033322 @default.
• W4288045662 cites W3189578536 @default.
• W4288045662 cites W3206833893 @default.
• W4288045662 cites W3210085249 @default.
• W4288045662 cites W3213861068 @default.
• W4288045662 cites W3214474910 @default.
• W4288045662 cites W3215453560 @default.
• W4288045662 cites W4232980324 @default.
• W4288045662 doi "https://doi.org/10.1016/j.knosys.2022.108874" @default.
• W4288045662 hasPublicationYear "2022" @default.
• W4288045662 type Work @default.
• W4288045662 citedByCount "5" @default.
• W4288045662 countsByYear W42880456622022 @default.
• W4288045662 countsByYear W42880456622023 @default.
• W4288045662 crossrefType "journal-article" @default.
• W4288045662 hasAuthorship W4288045662A5016276241 @default.
• W4288045662 hasAuthorship W4288045662A5017135039 @default.
• W4288045662 hasAuthorship W4288045662A5024369927 @default.
• W4288045662 hasAuthorship W4288045662A5048831651 @default.
• W4288045662 hasAuthorship W4288045662A5080263475 @default.
• W4288045662 hasConcept C103278499 @default.
• W4288045662 hasConcept C11413529 @default.
• W4288045662 hasConcept C115961682 @default.
• W4288045662 hasConcept C119857082 @default.
• W4288045662 hasConcept C121332964 @default.
• W4288045662 hasConcept C124101348 @default.
• W4288045662 hasConcept C154945302 @default.
• W4288045662 hasConcept C177264268 @default.
• W4288045662 hasConcept C179254644 @default.
• W4288045662 hasConcept C199360897 @default.
• W4288045662 hasConcept C21569690 @default.
• W4288045662 hasConcept C2776517306 @default.
• W4288045662 hasConcept C2780009758 @default.
• W4288045662 hasConcept C41008148 @default.
• W4288045662 hasConcept C557471498 @default.
• W4288045662 hasConcept C58489278 @default.
• W4288045662 hasConcept C74650414 @default.
• W4288045662 hasConcept C85617194 @default.
• W4288045662 hasConceptScore W4288045662C103278499 @default.
• W4288045662 hasConceptScore W4288045662C11413529 @default.
• W4288045662 hasConceptScore W4288045662C115961682 @default.
• W4288045662 hasConceptScore W4288045662C119857082 @default.
• W4288045662 hasConceptScore W4288045662C121332964 @default.
• W4288045662 hasConceptScore W4288045662C124101348 @default.
• W4288045662 hasConceptScore W4288045662C154945302 @default.
• W4288045662 hasConceptScore W4288045662C177264268 @default.

• next