FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3126801760> ?p ?o ?g. }

• W3126801760 abstract "As the amounts of online books are exponentially increasing due to COVID-19 pandemic, finding relevant books from a vast e-book space becomes a tremendous challenge for online users. Personal recommendation systems have been emerged to conduct effective search which mine related books based on user rating and interest. Most of these existing systems are user-based ratings where content-based and collaborative-based learning methods are used. These systems' irrationality is their rating technique, which counts the users who have already been unsubscribed from the services and no longer rate books. This paper proposed an effective system for recommending books for online users that rated a book using the clustering method and then found a similarity of that book to suggest a new book. The proposed system used the K-means Cosine Distance function to measure distance and Cosine Similarity function to find Similarity between the book clusters. Sensitivity, Specificity, and F Score were calculated for ten different datasets. The average Specificity was higher than sensitivity, which means that the classifier could re-move boring books from the reader's list. Besides, a receiver operating characteristic curve was plotted to find a graphical view of the classifiers' accuracy. Most of the datasets were close to the ideal diagonal classifier line and far from the worst classifier line. The result concludes that recommendations, based on a particular book, are more accurately effective than a user-based recommendation system." @default.
• W3126801760 created "2021-02-15" @default.
• W3126801760 creator A5071256439 @default.
• W3126801760 creator A5071387760 @default.
• W3126801760 creator A5076219151 @default.
• W3126801760 date "2021-01-01" @default.
• W3126801760 modified "2023-10-18" @default.
• W3126801760 title "Personalized Book Recommendation System using Machine Learning Algorithm" @default.
• W3126801760 cites W1988320457 @default.
• W3126801760 cites W2029361982 @default.
• W3126801760 cites W2303478046 @default.
• W3126801760 cites W2523982530 @default.
• W3126801760 cites W2548408604 @default.
• W3126801760 cites W2564903370 @default.
• W3126801760 cites W2899937451 @default.
• W3126801760 cites W2900676218 @default.
• W3126801760 cites W2909163546 @default.
• W3126801760 cites W2912073028 @default.
• W3126801760 cites W2919149650 @default.
• W3126801760 cites W2941937942 @default.
• W3126801760 cites W2943929281 @default.
• W3126801760 cites W2946844474 @default.
• W3126801760 cites W2948335084 @default.
• W3126801760 cites W2953029335 @default.
• W3126801760 cites W2955073982 @default.
• W3126801760 cites W2959441486 @default.
• W3126801760 cites W2971993235 @default.
• W3126801760 cites W2975456086 @default.
• W3126801760 cites W2982291760 @default.
• W3126801760 cites W3012375008 @default.
• W3126801760 cites W3012643114 @default.
• W3126801760 cites W3014237394 @default.
• W3126801760 cites W3025424839 @default.
• W3126801760 cites W3034857299 @default.
• W3126801760 cites W3081063065 @default.
• W3126801760 cites W3096833416 @default.
• W3126801760 cites W3106291395 @default.
• W3126801760 doi "https://doi.org/10.14569/ijacsa.2021.0120126" @default.
• W3126801760 hasPublicationYear "2021" @default.
• W3126801760 type Work @default.
• W3126801760 sameAs 3126801760 @default.
• W3126801760 citedByCount "7" @default.
• W3126801760 countsByYear W31268017602022 @default.
• W3126801760 countsByYear W31268017602023 @default.
• W3126801760 crossrefType "journal-article" @default.
• W3126801760 hasAuthorship W3126801760A5071256439 @default.
• W3126801760 hasAuthorship W3126801760A5071387760 @default.
• W3126801760 hasAuthorship W3126801760A5076219151 @default.
• W3126801760 hasBestOaLocation W31268017601 @default.
• W3126801760 hasConcept C103278499 @default.
• W3126801760 hasConcept C11413529 @default.
• W3126801760 hasConcept C115961682 @default.
• W3126801760 hasConcept C119857082 @default.
• W3126801760 hasConcept C124101348 @default.
• W3126801760 hasConcept C127413603 @default.
• W3126801760 hasConcept C14036430 @default.
• W3126801760 hasConcept C154945302 @default.
• W3126801760 hasConcept C198352243 @default.
• W3126801760 hasConcept C21200559 @default.
• W3126801760 hasConcept C23123220 @default.
• W3126801760 hasConcept C24326235 @default.
• W3126801760 hasConcept C2524010 @default.
• W3126801760 hasConcept C2780762811 @default.
• W3126801760 hasConcept C33923547 @default.
• W3126801760 hasConcept C41008148 @default.
• W3126801760 hasConcept C557471498 @default.
• W3126801760 hasConcept C73555534 @default.
• W3126801760 hasConcept C78458016 @default.
• W3126801760 hasConcept C86803240 @default.
• W3126801760 hasConceptScore W3126801760C103278499 @default.
• W3126801760 hasConceptScore W3126801760C11413529 @default.
• W3126801760 hasConceptScore W3126801760C115961682 @default.
• W3126801760 hasConceptScore W3126801760C119857082 @default.
• W3126801760 hasConceptScore W3126801760C124101348 @default.
• W3126801760 hasConceptScore W3126801760C127413603 @default.
• W3126801760 hasConceptScore W3126801760C14036430 @default.
• W3126801760 hasConceptScore W3126801760C154945302 @default.
• W3126801760 hasConceptScore W3126801760C198352243 @default.
• W3126801760 hasConceptScore W3126801760C21200559 @default.
• W3126801760 hasConceptScore W3126801760C23123220 @default.
• W3126801760 hasConceptScore W3126801760C24326235 @default.
• W3126801760 hasConceptScore W3126801760C2524010 @default.
• W3126801760 hasConceptScore W3126801760C2780762811 @default.
• W3126801760 hasConceptScore W3126801760C33923547 @default.
• W3126801760 hasConceptScore W3126801760C41008148 @default.
• W3126801760 hasConceptScore W3126801760C557471498 @default.
• W3126801760 hasConceptScore W3126801760C73555534 @default.
• W3126801760 hasConceptScore W3126801760C78458016 @default.
• W3126801760 hasConceptScore W3126801760C86803240 @default.
• W3126801760 hasIssue "1" @default.
• W3126801760 hasLocation W31268017601 @default.
• W3126801760 hasOpenAccess W3126801760 @default.
• W3126801760 hasPrimaryLocation W31268017601 @default.
• W3126801760 hasRelatedWork W2001198869 @default.
• W3126801760 hasRelatedWork W3004575946 @default.
• W3126801760 hasRelatedWork W3091428210 @default.
• W3126801760 hasRelatedWork W3134944010 @default.
• W3126801760 hasRelatedWork W3135248030 @default.
• W3126801760 hasRelatedWork W4237625828 @default.
• W3126801760 hasRelatedWork W4283360099 @default.

• next