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- Collaborative_filtering abstract "Collaborative filtering (CF) is a technique used by some recommender systems. Collaborative filtering has two senses, a narrow one and a more general one. In general, collaborative filtering is the process of filtering for information or patterns using techniques involving collaboration among multiple agents, viewpoints, data sources, etc. Applications of collaborative filtering typically involve very large data sets. Collaborative filtering methods have been applied to many different kinds of data including: sensing and monitoring data, such as in mineral exploration, environmental sensing over large areas or multiple sensors; financial data, such as financial service institutions that integrate many financial sources; or in electronic commerce and web applications where the focus is on user data, etc. The remainder of this discussion focuses on collaborative filtering for user data, although some of the methods and approaches may apply to the other major applications as well.In the newer, narrower sense, collaborative filtering is a method of making automatic predictions (filtering) about the interests of a user by collecting preferences or taste information from many users (collaborating). The underlying assumption of the collaborative filtering approach is that if a person A has the same opinion as a person B on an issue, A is more likely to have B's opinion on a different issue x than to have the opinion on x of a person chosen randomly. For example, a collaborative filtering recommendation system for television tastes could make predictions about which television show a user should like given a partial list of that user's tastes (likes or dislikes). Note that these predictions are specific to the user, but use information gleaned from many users. This differs from the simpler approach of giving an average (non-specific) score for each item of interest, for example based on its number of votes.".
- Collaborative_filtering thumbnail Collaborative_filtering.gif?width=300.
- Collaborative_filtering wikiPageExternalLink projects.html.
- Collaborative_filtering wikiPageExternalLink 1203.4487.
- Collaborative_filtering wikiPageExternalLink citation.cfm?id=1242610.
- Collaborative_filtering wikiPageExternalLink 421425.pdf.
- Collaborative_filtering wikiPageExternalLink 963770.963772.
- Collaborative_filtering wikiPageExternalLink p5-l_herlocker.pdf.
- Collaborative_filtering wikiPageExternalLink abs_all.jsp?arnumber=1423975.
- Collaborative_filtering wikiPageExternalLink 2435.
- Collaborative_filtering wikiPageExternalLink ISMIS09.pdf.
- Collaborative_filtering wikiPageExternalLink CF.
- Collaborative_filtering wikiPageExternalLink cbcf-aaai-02.pdf.
- Collaborative_filtering wikiPageExternalLink www.doi.org.
- Collaborative_filtering wikiPageExternalLink rec-sys-overview.pdf.
- Collaborative_filtering wikiPageExternalLink publications.html.
- Collaborative_filtering wikiPageExternalLink eigentaste.pdf.
- Collaborative_filtering wikiPageExternalLink recommender-systems-eml2010.pdf.
- Collaborative_filtering wikiPageExternalLink collab.
- Collaborative_filtering wikiPageID "480289".
- Collaborative_filtering wikiPageRevisionID "605727787".
- Collaborative_filtering hasPhotoCollection Collaborative_filtering.
- Collaborative_filtering subject Category:Behavioral_and_social_facets_of_systemic_risk.
- Collaborative_filtering subject Category:Collaboration.
- Collaborative_filtering subject Category:Collaborative_software.
- Collaborative_filtering subject Category:Collective_intelligence.
- Collaborative_filtering subject Category:Information_retrieval.
- Collaborative_filtering subject Category:Recommender_systems.
- Collaborative_filtering subject Category:Social_information_processing.
- Collaborative_filtering type Artifact100021939.
- Collaborative_filtering type Instrumentality103575240.
- Collaborative_filtering type Object100002684.
- Collaborative_filtering type PhysicalEntity100001930.
- Collaborative_filtering type RecommenderSystems.
- Collaborative_filtering type System104377057.
- Collaborative_filtering type Whole100003553.
- Collaborative_filtering comment "Collaborative filtering (CF) is a technique used by some recommender systems. Collaborative filtering has two senses, a narrow one and a more general one. In general, collaborative filtering is the process of filtering for information or patterns using techniques involving collaboration among multiple agents, viewpoints, data sources, etc. Applications of collaborative filtering typically involve very large data sets.".
- Collaborative_filtering label "Collaborative filtering".
- Collaborative_filtering label "Collaborative filtering".
- Collaborative_filtering label "Filtrado colaborativo".
- Collaborative_filtering label "Filtrage collaboratif".
- Collaborative_filtering label "Filtragem colaborativa".
- Collaborative_filtering label "Kollaboratives Filtern".
- Collaborative_filtering label "Коллаборативная фильтрация".
- Collaborative_filtering label "協同過濾".
- Collaborative_filtering label "協調フィルタリング".
- Collaborative_filtering sameAs Kollaboratives_Filtern.
- Collaborative_filtering sameAs Filtrado_colaborativo.
- Collaborative_filtering sameAs Filtrage_collaboratif.
- Collaborative_filtering sameAs Collaborative_filtering.
- Collaborative_filtering sameAs 協調フィルタリング.
- Collaborative_filtering sameAs 협업_필터링.
- Collaborative_filtering sameAs Filtragem_colaborativa.
- Collaborative_filtering sameAs m.02flc0.
- Collaborative_filtering sameAs Q94702.
- Collaborative_filtering sameAs Q94702.
- Collaborative_filtering sameAs Collaborative_filtering.
- Collaborative_filtering wasDerivedFrom Collaborative_filtering?oldid=605727787.
- Collaborative_filtering depiction Collaborative_filtering.gif.
- Collaborative_filtering isPrimaryTopicOf Collaborative_filtering.