Matches in SemOpenAlex for { <https://semopenalex.org/work/W2997208522> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2997208522 abstract "The recommender system has gained attention in the past few years, because it can provide benefits for both the owner of the company and the user to get relevant items quickly. Collaborative filtering is the most commonly used recommender system method because of several advantages. However, collaborative filtering still has several issues such as cold start, sparse data, gray sheep and dynamic taste. Many studies have tried to accomplish these issues with various approaches. In general, the approach used is hybrid technique to cover the weaknesses of each other. One study has tried to accomplish these issues using a 7 block hybrid technique approach. However, the study has problem when dealing with reviews with varying length of sentences (from very short to very long) for calculating ratings, hence it can reduce the overall quality of the recommender system. This paper aims to propose another approach in calculating rating using gated recurrent unit (GRU) and it will be combined with other blocks of hybrid technique. In addition, new blocks will be added, namely demographic filtering. Based on the results obtained, the proposed method provides better results compared to method of previous study." @default.
- W2997208522 created "2020-01-10" @default.
- W2997208522 creator A5083895603 @default.
- W2997208522 creator A5086661578 @default.
- W2997208522 creator A5086729056 @default.
- W2997208522 date "2019-07-01" @default.
- W2997208522 modified "2023-09-25" @default.
- W2997208522 title "Performance Improvement of Recommender Hybrid Techniques Using GRU for Rating Calculation" @default.
- W2997208522 cites W1139185857 @default.
- W2997208522 cites W1924770834 @default.
- W2997208522 cites W1966261380 @default.
- W2997208522 cites W1978044639 @default.
- W2997208522 cites W2041004656 @default.
- W2997208522 cites W2048376289 @default.
- W2997208522 cites W2108630796 @default.
- W2997208522 cites W2172140247 @default.
- W2997208522 cites W2240439760 @default.
- W2997208522 cites W2250539671 @default.
- W2997208522 cites W2394952308 @default.
- W2997208522 cites W2589599790 @default.
- W2997208522 cites W2592883391 @default.
- W2997208522 cites W2768160734 @default.
- W2997208522 cites W2772063975 @default.
- W2997208522 cites W2772180578 @default.
- W2997208522 cites W2787713764 @default.
- W2997208522 cites W2791914566 @default.
- W2997208522 cites W3140524810 @default.
- W2997208522 cites W2058398845 @default.
- W2997208522 doi "https://doi.org/10.1109/icoiact46704.2019.8938582" @default.
- W2997208522 hasPublicationYear "2019" @default.
- W2997208522 type Work @default.
- W2997208522 sameAs 2997208522 @default.
- W2997208522 citedByCount "0" @default.
- W2997208522 crossrefType "proceedings-article" @default.
- W2997208522 hasAuthorship W2997208522A5083895603 @default.
- W2997208522 hasAuthorship W2997208522A5086661578 @default.
- W2997208522 hasAuthorship W2997208522A5086729056 @default.
- W2997208522 hasConcept C111472728 @default.
- W2997208522 hasConcept C119857082 @default.
- W2997208522 hasConcept C124101348 @default.
- W2997208522 hasConcept C127413603 @default.
- W2997208522 hasConcept C138885662 @default.
- W2997208522 hasConcept C146978453 @default.
- W2997208522 hasConcept C154945302 @default.
- W2997208522 hasConcept C21569690 @default.
- W2997208522 hasConcept C23123220 @default.
- W2997208522 hasConcept C2778956030 @default.
- W2997208522 hasConcept C2779530757 @default.
- W2997208522 hasConcept C41008148 @default.
- W2997208522 hasConcept C557471498 @default.
- W2997208522 hasConcept C63882131 @default.
- W2997208522 hasConceptScore W2997208522C111472728 @default.
- W2997208522 hasConceptScore W2997208522C119857082 @default.
- W2997208522 hasConceptScore W2997208522C124101348 @default.
- W2997208522 hasConceptScore W2997208522C127413603 @default.
- W2997208522 hasConceptScore W2997208522C138885662 @default.
- W2997208522 hasConceptScore W2997208522C146978453 @default.
- W2997208522 hasConceptScore W2997208522C154945302 @default.
- W2997208522 hasConceptScore W2997208522C21569690 @default.
- W2997208522 hasConceptScore W2997208522C23123220 @default.
- W2997208522 hasConceptScore W2997208522C2778956030 @default.
- W2997208522 hasConceptScore W2997208522C2779530757 @default.
- W2997208522 hasConceptScore W2997208522C41008148 @default.
- W2997208522 hasConceptScore W2997208522C557471498 @default.
- W2997208522 hasConceptScore W2997208522C63882131 @default.
- W2997208522 hasLocation W29972085221 @default.
- W2997208522 hasOpenAccess W2997208522 @default.
- W2997208522 hasPrimaryLocation W29972085221 @default.
- W2997208522 hasRelatedWork W131187954 @default.
- W2997208522 hasRelatedWork W1587694292 @default.
- W2997208522 hasRelatedWork W1942084513 @default.
- W2997208522 hasRelatedWork W2033462964 @default.
- W2997208522 hasRelatedWork W2084621027 @default.
- W2997208522 hasRelatedWork W2106051269 @default.
- W2997208522 hasRelatedWork W2126026531 @default.
- W2997208522 hasRelatedWork W2293160063 @default.
- W2997208522 hasRelatedWork W2334866530 @default.
- W2997208522 hasRelatedWork W2374303593 @default.
- W2997208522 hasRelatedWork W2561771284 @default.
- W2997208522 hasRelatedWork W2587199427 @default.
- W2997208522 hasRelatedWork W2772628444 @default.
- W2997208522 hasRelatedWork W2946649060 @default.
- W2997208522 hasRelatedWork W2949702595 @default.
- W2997208522 hasRelatedWork W3011709295 @default.
- W2997208522 hasRelatedWork W3116131632 @default.
- W2997208522 hasRelatedWork W3179765381 @default.
- W2997208522 hasRelatedWork W75565305 @default.
- W2997208522 hasRelatedWork W937687500 @default.
- W2997208522 isParatext "false" @default.
- W2997208522 isRetracted "false" @default.
- W2997208522 magId "2997208522" @default.
- W2997208522 workType "article" @default.