Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313353804> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4313353804 endingPage "69" @default.
- W4313353804 startingPage "51" @default.
- W4313353804 abstract "Recommendation systems are a backbone for promoting products and services on social networking and e-commerce websites. Major platforms such as Netflix, Amazon Prime, Spotify, and YouTube use recommendation systems to promote different commodities. The current systems are mainly based on metadata and collaborative techniques. Over the past few years, these systems have evolved with keyword filtering, item feature-based filtering, finding aggregates, and commonalities between users. Online streaming music applications nowadays dominate music consumption. Popular websites such as YouTube or social media applications allow users to listen to songs and recommend the songs based on user history. Thus, the need is identified to provide the user personalized, enhanced musical experience. This chapter covers the overview of recommendation systems and the challenges involved. Various challenges include cold start issues, relevant data in-availability, overspecialization, lack of freshness, data sparsity, and unreliable metadata. These issues apply to recommendation systems, in general, to address user needs effectively." @default.
- W4313353804 created "2023-01-06" @default.
- W4313353804 creator A5007347603 @default.
- W4313353804 creator A5086419393 @default.
- W4313353804 date "2022-09-23" @default.
- W4313353804 modified "2023-10-16" @default.
- W4313353804 title "Music Recommendation Systems: Overview and Challenges" @default.
- W4313353804 cites W1930741297 @default.
- W4313353804 cites W2024095636 @default.
- W4313353804 cites W2048657872 @default.
- W4313353804 cites W2064923068 @default.
- W4313353804 cites W2082404436 @default.
- W4313353804 cites W2086473145 @default.
- W4313353804 cites W2091107730 @default.
- W4313353804 cites W2112856797 @default.
- W4313353804 cites W2115480388 @default.
- W4313353804 cites W2124074612 @default.
- W4313353804 cites W2128070164 @default.
- W4313353804 cites W2159094788 @default.
- W4313353804 cites W2170607024 @default.
- W4313353804 cites W2171960770 @default.
- W4313353804 cites W2210543184 @default.
- W4313353804 cites W2212290806 @default.
- W4313353804 cites W2490510518 @default.
- W4313353804 cites W2513929965 @default.
- W4313353804 cites W2518984289 @default.
- W4313353804 cites W2735263004 @default.
- W4313353804 cites W2746714969 @default.
- W4313353804 cites W2762711736 @default.
- W4313353804 cites W2774180115 @default.
- W4313353804 cites W2777911151 @default.
- W4313353804 cites W2784763301 @default.
- W4313353804 cites W2806792888 @default.
- W4313353804 cites W2810169203 @default.
- W4313353804 cites W2834192818 @default.
- W4313353804 cites W2858548702 @default.
- W4313353804 cites W2901382168 @default.
- W4313353804 cites W2905804369 @default.
- W4313353804 cites W2921937102 @default.
- W4313353804 cites W2924443040 @default.
- W4313353804 cites W2954351090 @default.
- W4313353804 cites W2958637566 @default.
- W4313353804 cites W2967638906 @default.
- W4313353804 cites W2982365687 @default.
- W4313353804 cites W2983877531 @default.
- W4313353804 cites W3009221956 @default.
- W4313353804 cites W3017158675 @default.
- W4313353804 cites W3034054294 @default.
- W4313353804 cites W3089046133 @default.
- W4313353804 cites W3098942062 @default.
- W4313353804 cites W3105096762 @default.
- W4313353804 cites W4212845504 @default.
- W4313353804 cites W4245605774 @default.
- W4313353804 cites W4247706438 @default.
- W4313353804 cites W805432336 @default.
- W4313353804 cites W2493526051 @default.
- W4313353804 cites W2797618370 @default.
- W4313353804 doi "https://doi.org/10.1007/978-3-031-18444-4_3" @default.
- W4313353804 hasPublicationYear "2022" @default.
- W4313353804 type Work @default.
- W4313353804 citedByCount "1" @default.
- W4313353804 countsByYear W43133538042023 @default.
- W4313353804 crossrefType "book-chapter" @default.
- W4313353804 hasAuthorship W4313353804A5007347603 @default.
- W4313353804 hasAuthorship W4313353804A5086419393 @default.
- W4313353804 hasConcept C136764020 @default.
- W4313353804 hasConcept C21569690 @default.
- W4313353804 hasConcept C2522767166 @default.
- W4313353804 hasConcept C41008148 @default.
- W4313353804 hasConcept C49774154 @default.
- W4313353804 hasConcept C518677369 @default.
- W4313353804 hasConcept C557471498 @default.
- W4313353804 hasConcept C93518851 @default.
- W4313353804 hasConceptScore W4313353804C136764020 @default.
- W4313353804 hasConceptScore W4313353804C21569690 @default.
- W4313353804 hasConceptScore W4313353804C2522767166 @default.
- W4313353804 hasConceptScore W4313353804C41008148 @default.
- W4313353804 hasConceptScore W4313353804C49774154 @default.
- W4313353804 hasConceptScore W4313353804C518677369 @default.
- W4313353804 hasConceptScore W4313353804C557471498 @default.
- W4313353804 hasConceptScore W4313353804C93518851 @default.
- W4313353804 hasLocation W43133538041 @default.
- W4313353804 hasOpenAccess W4313353804 @default.
- W4313353804 hasPrimaryLocation W43133538041 @default.
- W4313353804 hasRelatedWork W1479993970 @default.
- W4313353804 hasRelatedWork W1497071005 @default.
- W4313353804 hasRelatedWork W1773619406 @default.
- W4313353804 hasRelatedWork W2075040002 @default.
- W4313353804 hasRelatedWork W2119441003 @default.
- W4313353804 hasRelatedWork W2348159088 @default.
- W4313353804 hasRelatedWork W2377968345 @default.
- W4313353804 hasRelatedWork W2402445420 @default.
- W4313353804 hasRelatedWork W2748952813 @default.
- W4313353804 hasRelatedWork W2977854734 @default.
- W4313353804 isParatext "false" @default.
- W4313353804 isRetracted "false" @default.
- W4313353804 workType "book-chapter" @default.