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CFEngine API | ||||||||||
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Packages that use CFAlgorithm | |
org.recommender.algorithms | A wide variety of different implementations of collaborative filtering recommendation and precition algorithms are provided. |
org.recommender.algorithms.Experimental |
Uses of CFAlgorithm in org.recommender.algorithms |
Classes in org.recommender.algorithms that implement CFAlgorithm | |
class |
SimplePearsonAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the Simple Pearson Correlation method. |
Uses of CFAlgorithm in org.recommender.algorithms.Experimental |
Classes in org.recommender.algorithms.Experimental that implement CFAlgorithm | |
class |
BayesNetAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the popularity algorithm: just average ratings from all users. |
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ClusteringAlgorithm
Collaborative filtering algorithm using Bayesian clustering, to divide users into different "classes," and recommend items based on membership in these classes. |
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ContinuousBayesNetAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using a Bayesian network. |
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DumbPopAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using a poor non-personalized prediction algorithm. |
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HortingAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the graph-theoretic algorithm described by Aggarwal, et al based on notions of horting and predictability. |
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ItemItemAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the Item-Item adjusted cosine algorithm described in Sarwar, et al, 2001. |
class |
PersonalityAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the Personality Diagnosis algorithm described in Pennock et al, 1999. |
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PopAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the non-personalized prediction algorithm described by Herlocker, et al 1999. |
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SimpleDistributionAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the Simple Pearson Correlation combined with distribtion vectors. |
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SimpleSVD
Describes an implementation of the CFAlgorithm interface to make CF predictions using the Simple SVD method. |
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SVD_Cosine
Describes an implementation of the CFAlgorithm interface to make CF predictions using the SVD + Cosine correlation method. |
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SVD_Pearson
Describes an implementation of the CFAlgorithm interface to make CF predictions using the SVD + Pearson correlation method. |
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TransNeighborAlgorithm
Implementation of a transitive nearest-neighbor CF algorithm. |
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UserItem2Algorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using a Pearson nearest neighbor algorithm, but limited to examining similar items using the Item-Item adjusted cosine algorithm described in Sarwar, et al, 2001. |
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UserItemAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using a modification of the Simple Pearson Correlation method. |
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VectorSimilarityAlgorithm
Describes an implementation of the CFAlgorithm interface to make CF predictions using the vector similarity method. |
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