FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2729403604> ?p ?o ?g. }

• W2729403604 abstract "Modeling users for the purpose of identifying their preferences and then personalizing services on the basis of these models is a complex task, primarily due to the need to take into consideration various explicit and implicit signals, missing or uncertain information, contextual aspects, and more. In this study, a novel generic approach for uncovering latent preference patterns from user data is proposed and evaluated. The approach relies on representing the data using graphs, and then systematically extracting graph-based features and using them to enrich the original user models. The extracted features encapsulate complex relationships between users, items, and metadata. The enhanced user models can then serve as an input to any recommendation algorithm. The proposed approach is domain-independent (demonstrated on data from movies, music, and business systems) and is evaluated using several state-of-the-art machine-learning methods, on different recommendation tasks, and using different evaluation metrics. Overall, the results show an unanimous improvement in the recommendation accuracy across tasks and domains." @default.
• W2729403604 created "2017-07-14" @default.
• W2729403604 creator A5040251515 @default.
• W2729403604 creator A5047191996 @default.
• W2729403604 creator A5069182204 @default.
• W2729403604 creator A5082219837 @default.
• W2729403604 date "2019-07-04" @default.
• W2729403604 modified "2023-09-23" @default.
• W2729403604 title "Graph-based recommendations: from data representation to feature extraction and application" @default.
• W2729403604 cites W1154565753 @default.
• W2729403604 cites W1458652123 @default.
• W2729403604 cites W1479863711 @default.
• W2729403604 cites W1486317198 @default.
• W2729403604 cites W1508314812 @default.
• W2729403604 cites W1540806102 @default.
• W2729403604 cites W1542664738 @default.
• W2729403604 cites W1545533962 @default.
• W2729403604 cites W1545654976 @default.
• W2729403604 cites W1549874165 @default.
• W2729403604 cites W1661150407 @default.
• W2729403604 cites W1678356000 @default.
• W2729403604 cites W1680392829 @default.
• W2729403604 cites W1744598899 @default.
• W2729403604 cites W1854214752 @default.
• W2729403604 cites W1922017469 @default.
• W2729403604 cites W1929344410 @default.
• W2729403604 cites W1935098015 @default.
• W2729403604 cites W1961147827 @default.
• W2729403604 cites W1967557308 @default.
• W2729403604 cites W1976320242 @default.
• W2729403604 cites W1977512543 @default.
• W2729403604 cites W1980202081 @default.
• W2729403604 cites W1983629825 @default.
• W2729403604 cites W1991885946 @default.
• W2729403604 cites W1997136459 @default.
• W2729403604 cites W2006759076 @default.
• W2729403604 cites W2007572995 @default.
• W2729403604 cites W2007660349 @default.
• W2729403604 cites W2016389969 @default.
• W2729403604 cites W2017337590 @default.
• W2729403604 cites W2017787659 @default.
• W2729403604 cites W2020678400 @default.
• W2729403604 cites W2025220724 @default.
• W2729403604 cites W2027684023 @default.
• W2729403604 cites W2029173860 @default.
• W2729403604 cites W2036536766 @default.
• W2729403604 cites W204615560 @default.
• W2729403604 cites W2047443612 @default.
• W2729403604 cites W2054141820 @default.
• W2729403604 cites W2055119952 @default.
• W2729403604 cites W2056818396 @default.
• W2729403604 cites W2061901927 @default.
• W2729403604 cites W2066999271 @default.
• W2729403604 cites W2080046063 @default.
• W2729403604 cites W2086912675 @default.
• W2729403604 cites W2093219534 @default.
• W2729403604 cites W2098502158 @default.
• W2729403604 cites W2101234009 @default.
• W2729403604 cites W2108630796 @default.
• W2729403604 cites W2111275322 @default.
• W2729403604 cites W2112008792 @default.
• W2729403604 cites W2115186087 @default.
• W2729403604 cites W2123753389 @default.
• W2729403604 cites W2125910575 @default.
• W2729403604 cites W2132022337 @default.
• W2729403604 cites W2133266261 @default.
• W2729403604 cites W2133990480 @default.
• W2729403604 cites W2134834365 @default.
• W2729403604 cites W2144563036 @default.
• W2729403604 cites W2148443742 @default.
• W2729403604 cites W2149055390 @default.
• W2729403604 cites W2153493250 @default.
• W2729403604 cites W2155048531 @default.
• W2729403604 cites W2161336914 @default.
• W2729403604 cites W2165481647 @default.
• W2729403604 cites W2165653993 @default.
• W2729403604 cites W2170974669 @default.
• W2729403604 cites W2171804848 @default.
• W2729403604 cites W2171960770 @default.
• W2729403604 cites W2230187266 @default.
• W2729403604 cites W2273087088 @default.
• W2729403604 cites W229097380 @default.
• W2729403604 cites W2293568169 @default.
• W2729403604 cites W2298265317 @default.
• W2729403604 cites W2341863528 @default.
• W2729403604 cites W2396967885 @default.
• W2729403604 cites W2563934921 @default.
• W2729403604 cites W2911964244 @default.
• W2729403604 cites W2952030759 @default.
• W2729403604 cites W3099514962 @default.
• W2729403604 cites W2018399464 @default.
• W2729403604 doi "https://doi.org/10.1049/pbpc035g_ch21" @default.
• W2729403604 hasPublicationYear "2019" @default.
• W2729403604 type Work @default.
• W2729403604 sameAs 2729403604 @default.
• W2729403604 citedByCount "1" @default.
• W2729403604 countsByYear W27294036042018 @default.
• W2729403604 crossrefType "book-chapter" @default.
• W2729403604 hasAuthorship W2729403604A5040251515 @default.
• W2729403604 hasAuthorship W2729403604A5047191996 @default.

• next