Uses of Class
es.uam.eps.ir.ranksys.core.Recommendation

Packages that use Recommendation

Package	Description
es.uam.eps.ir.ranksys.diversity.binom.metrics	Binomial metrics.
es.uam.eps.ir.ranksys.diversity.binom.reranking	Binomial re-rankers.
es.uam.eps.ir.ranksys.diversity.distance.metrics	Distance-based metrics.
es.uam.eps.ir.ranksys.diversity.distance.reranking	Distance-based rerankers.
es.uam.eps.ir.ranksys.diversity.intentaware.metrics	Intent-aware metrics.
es.uam.eps.ir.ranksys.diversity.intentaware.reranking	Intent-aware re-rankers.
es.uam.eps.ir.ranksys.diversity.other.metrics	Other diversity metrics.
es.uam.eps.ir.ranksys.diversity.sales.metrics	Sales diversity metrics.
es.uam.eps.ir.ranksys.metrics	Interfaces and abstract classes for metrics.
es.uam.eps.ir.ranksys.metrics.basic	Implementations of basic, common metrics.
es.uam.eps.ir.ranksys.novdiv.itemnovelty.metrics	Item novelty metrics.
es.uam.eps.ir.ranksys.novdiv.itemnovelty.reranking	Item novelty re-rankers.
es.uam.eps.ir.ranksys.novdiv.reranking	Re-rankers.
es.uam.eps.ir.ranksys.novelty.inverted.br	Bayesian probabilistic reformulations.
es.uam.eps.ir.ranksys.novelty.temporal.metrics	Temporal novelty metrics.
es.uam.eps.ir.ranksys.rec	Base classes and interfaces for recommendation algorithms.
es.uam.eps.ir.ranksys.rec.fast	Fast version of base classes and interfaces for recommendation algorithms.
es.uam.eps.ir.ranksys.rec.fast.basic	Basic recommendation algorithms.
es.uam.eps.ir.ranksys.rec.runner	Recommender runners.
es.uam.eps.ir.ranksys.rec.runner.fast	Fast recommender runners.
org.ranksys.diversity.prop.metrics	Proportionality metrics.
org.ranksys.diversity.prop.reranking	Proportionality re-ranking methods.
org.ranksys.formats.rec	Write and read format for recommendations in files.
org.ranksys.metrics.basic	Implementations of basic, common metrics.
org.ranksys.novdiv.reranking	Re-rankers.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.binom.metrics

Methods in es.uam.eps.ir.ranksys.diversity.binom.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	BinomialMetric.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.binom.reranking

Methods in es.uam.eps.ir.ranksys.diversity.binom.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
protected BinomialNonRedundancyReranker.BinomialNonRedundancyUserReranker	BinomialNonRedundancyReranker.getUserReranker(Recommendation<U,I> recommendation, int maxLength)
protected LambdaReranker.LambdaUserReranker	BinomialDiversityReranker.getUserReranker(Recommendation<U,I> recommendation, int maxLength)
protected BinomialCoverageReranker.BinomialCoverageUserReranker	BinomialCoverageReranker.getUserReranker(Recommendation<U,I> recommendation, int maxLength)

Constructors in es.uam.eps.ir.ranksys.diversity.binom.reranking with parameters of type Recommendation

Constructor and Description
BinomialCoverageUserReranker(Recommendation<U,I> recommendation, int maxLength) Constructor.
BinomialDiversityUserReranker(Recommendation<U,I> recommendation, int maxLength) Constructor.
BinomialNonRedundancyUserReranker(Recommendation<U,I> recommendation, int maxLength) Constructor.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.distance.metrics

Methods in es.uam.eps.ir.ranksys.diversity.distance.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	EILD.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.distance.reranking

Methods in es.uam.eps.ir.ranksys.diversity.distance.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
protected LambdaReranker.LambdaUserReranker	MMR.getUserReranker(Recommendation<U,I> recommendation, int maxLength)

Constructors in es.uam.eps.ir.ranksys.diversity.distance.reranking with parameters of type Recommendation

Constructor and Description
UserMMR(Recommendation<U,I> recommendation, int maxLength) Constructor.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.intentaware.metrics

Methods in es.uam.eps.ir.ranksys.diversity.intentaware.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	AlphaNDCG.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	ERRIA.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.intentaware.reranking

Methods in es.uam.eps.ir.ranksys.diversity.intentaware.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
protected LambdaReranker.LambdaUserReranker	AlphaXQuAD.getUserReranker(Recommendation<U,I> recommendation, int maxLength)

Constructors in es.uam.eps.ir.ranksys.diversity.intentaware.reranking with parameters of type Recommendation

Constructor and Description
UserAlphaXQuAD(Recommendation<U,I> recommendation, int maxLength) Constructor.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.other.metrics

Methods in es.uam.eps.ir.ranksys.diversity.other.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	SRecall.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.diversity.sales.metrics

Methods in es.uam.eps.ir.ranksys.diversity.sales.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
void	AbstractSalesDiversityMetric.add(Recommendation<U,I> recommendation)

Uses of Recommendation in es.uam.eps.ir.ranksys.metrics

Methods in es.uam.eps.ir.ranksys.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
void	SystemMetric.add(Recommendation<U,I> recommendation) Add a recommendation to the metric.
double	RecommendationMetric.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.metrics.basic

Methods in es.uam.eps.ir.ranksys.metrics.basic with parameters of type Recommendation

Modifier and Type	Method and Description
void	AverageRecommendationMetric.add(Recommendation<U,I> recommendation)
double	AverageRecommendationMetric.addAndEvaluate(Recommendation<U,I> recommendation) Adds the recommendation metric to the average and returns the user value.
double	Recall.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	NDCG.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	Precision.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	AveragePrecision.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	ReciprocalRank.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	NumRetrieved.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.
double	Recommendability.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.novdiv.itemnovelty.metrics

Methods in es.uam.eps.ir.ranksys.novdiv.itemnovelty.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	ItemNoveltyMetric.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.novdiv.itemnovelty.reranking

Methods in es.uam.eps.ir.ranksys.novdiv.itemnovelty.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
int[]	ItemNoveltyReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength)

Uses of Recommendation in es.uam.eps.ir.ranksys.novdiv.reranking

Fields in es.uam.eps.ir.ranksys.novdiv.reranking declared as Recommendation

Modifier and Type	Field and Description
protected Recommendation<U,I>	GreedyReranker.GreedyUserReranker.recommendation input recommendation

Methods in es.uam.eps.ir.ranksys.novdiv.reranking that return Recommendation

Modifier and Type	Method and Description
Recommendation<U,I>	RerankingRecommender.getRecommendation(U u, int maxLength, Predicate<I> filter)
static <U,I> Recommendation<U,I>	PermutationReranker.permuteRecommendation(Recommendation<U,I> recommendation, int[] perm) Applies a permutation to re-rank a recommendation.
Recommendation<U,I>	Reranker.rerankRecommendation(Recommendation<U,I> recommendation, int maxLength) Re-ranks a recommendation.
Recommendation<U,I>	PermutationReranker.rerankRecommendation(Recommendation<U,I> recommendation, int maxLength)

Methods in es.uam.eps.ir.ranksys.novdiv.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
protected abstract GreedyReranker.GreedyUserReranker<U,I>	LambdaReranker.getUserReranker(Recommendation<U,I> recommendation, int maxLength)
protected abstract GreedyReranker.GreedyUserReranker<U,I>	GreedyReranker.getUserReranker(Recommendation<U,I> recommendation, int maxLength) Returns an instance of GreedyReranker.GreedyUserReranker that does the greedy selection.
static <U,I> Recommendation<U,I>	PermutationReranker.permuteRecommendation(Recommendation<U,I> recommendation, int[] perm) Applies a permutation to re-rank a recommendation.
int[]	LambdaReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength) Returns the permutation that is applied to the input recommendation to generate the re-ranked recommendation.
int[]	NullReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength) Returns the permutation that is applied to the input recommendation to generate the re-ranked recommendation.
int[]	RandomReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength) Returns the permutation that is applied to the input recommendation to generate the re-ranked recommendation.
int[]	GreedyReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength) Returns the permutation that is applied to the input recommendation to generate the re-ranked recommendation.
abstract int[]	PermutationReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength) Returns the permutation that is applied to the input recommendation to generate the re-ranked recommendation.
Recommendation<U,I>	Reranker.rerankRecommendation(Recommendation<U,I> recommendation, int maxLength) Re-ranks a recommendation.
Recommendation<U,I>	PermutationReranker.rerankRecommendation(Recommendation<U,I> recommendation, int maxLength)

Constructors in es.uam.eps.ir.ranksys.novdiv.reranking with parameters of type Recommendation

Constructor and Description
GreedyUserReranker(Recommendation<U,I> recommendation, int maxLength) Constructor
LambdaUserReranker(Recommendation<U,I> recommendation, int maxLength) Constructor.

Uses of Recommendation in es.uam.eps.ir.ranksys.novelty.inverted.br

Methods in es.uam.eps.ir.ranksys.novelty.inverted.br with parameters of type Recommendation

Modifier and Type	Method and Description
int[]	BayesRuleReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength)

Method parameters in es.uam.eps.ir.ranksys.novelty.inverted.br with type arguments of type Recommendation

Modifier and Type	Method and Description
static <U,I> it.unimi.dsi.fastutil.objects.Object2DoubleMap<I>	AlphaBayesRuleReranker.calculateNorm(Stream<Recommendation<U,I>> recommendations) Calculates the norm (sum of relevance scores) of each item.

Constructor parameters in es.uam.eps.ir.ranksys.novelty.inverted.br with type arguments of type Recommendation

Constructor and Description
AlphaBayesRuleReranker(double alpha, Stream<Recommendation<U,I>> recommendations) Constructor that receives a set of recommendations and calculates the norm.

Uses of Recommendation in es.uam.eps.ir.ranksys.novelty.temporal.metrics

Methods in es.uam.eps.ir.ranksys.novelty.temporal.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	ETD.evaluate(Recommendation<U,I> recommendation) Returns a score for the recommendation list.

Uses of Recommendation in es.uam.eps.ir.ranksys.rec

Methods in es.uam.eps.ir.ranksys.rec that return Recommendation

Modifier and Type	Method and Description
Recommendation<U,I>	AbstractRecommender.getRecommendation(U u)
Recommendation<U,I>	Recommender.getRecommendation(U u) Free recommendation.
Recommendation<U,I>	AbstractRecommender.getRecommendation(U u, int maxLength)
Recommendation<U,I>	Recommender.getRecommendation(U u, int maxLength) Free recommendation.
abstract Recommendation<U,I>	AbstractRecommender.getRecommendation(U u, int maxLength, Predicate<I> filter)
Recommendation<U,I>	Recommender.getRecommendation(U u, int maxLength, Predicate<I> filter) Filter recommendation.
Recommendation<U,I>	AbstractRecommender.getRecommendation(U u, Predicate<I> filter)
Recommendation<U,I>	Recommender.getRecommendation(U u, Predicate<I> filter) Filter recommendation.
Recommendation<U,I>	AbstractRecommender.getRecommendation(U u, Stream<I> candidates)
Recommendation<U,I>	Recommender.getRecommendation(U u, Stream<I> candidates) Candidates ranking.

Uses of Recommendation in es.uam.eps.ir.ranksys.rec.fast

Methods in es.uam.eps.ir.ranksys.rec.fast that return Recommendation

Modifier and Type	Method and Description
Recommendation<U,I>	AbstractFastRecommender.getRecommendation(U u, int maxLength)
Recommendation<U,I>	AbstractFastRecommender.getRecommendation(U u, int maxLength, Predicate<I> filter)
Recommendation<U,I>	AbstractFastRecommender.getRecommendation(U u, Stream<I> candidates)

Uses of Recommendation in es.uam.eps.ir.ranksys.rec.fast.basic

Methods in es.uam.eps.ir.ranksys.rec.fast.basic that return Recommendation

Modifier and Type	Method and Description
Recommendation<U,I>	RandomRecommender.getRecommendation(U u, Stream<I> candidates)

Uses of Recommendation in es.uam.eps.ir.ranksys.rec.runner

Method parameters in es.uam.eps.ir.ranksys.rec.runner with type arguments of type Recommendation

Modifier and Type	Method and Description
protected void	AbstractRecommenderRunner.run(Function<U,Recommendation<U,I>> recProvider, Consumer<Recommendation<U,I>> consumer) Prints the recommendations.
protected void	AbstractRecommenderRunner.run(Function<U,Recommendation<U,I>> recProvider, Consumer<Recommendation<U,I>> consumer) Prints the recommendations.
void	FilterRecommenderRunner.run(Recommender<U,I> recommender, Consumer<Recommendation<U,I>> consumer)
void	CandidatesRecommenderRunner.run(Recommender<U,I> recommender, Consumer<Recommendation<U,I>> consumer)
void	RecommenderRunner.run(Recommender<U,I> recommender, Consumer<Recommendation<U,I>> consumer) Runs the recommender and prints the recommendations to an output stream.

Uses of Recommendation in es.uam.eps.ir.ranksys.rec.runner.fast

Method parameters in es.uam.eps.ir.ranksys.rec.runner.fast with type arguments of type Recommendation

Modifier and Type	Method and Description
void	FastFilterRecommenderRunner.run(Recommender<U,I> recommender, Consumer<Recommendation<U,I>> consumer)

Uses of Recommendation in org.ranksys.diversity.prop.metrics

Methods in org.ranksys.diversity.prop.metrics with parameters of type Recommendation

Modifier and Type	Method and Description
double	CPR.evaluate(Recommendation<U,I> recommendation)

Uses of Recommendation in org.ranksys.diversity.prop.reranking

Methods in org.ranksys.diversity.prop.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
protected GreedyReranker.GreedyUserReranker<U,I>	PM.getUserReranker(Recommendation<U,I> recommendation, int maxLength)

Uses of Recommendation in org.ranksys.formats.rec

Methods in org.ranksys.formats.rec that return types with arguments of type Recommendation

Modifier and Type	Method and Description
default Stream<Recommendation<U,I>>	RecommendationFormat.Reader.get()
Stream<Recommendation<U,I>>	TuplesRecommendationFormat.Reader.readAll()
Stream<Recommendation<U,I>>	RecommendationFormat.Reader.readAll() Reads all recommendations.

Methods in org.ranksys.formats.rec with parameters of type Recommendation

Modifier and Type	Method and Description
default void	RecommendationFormat.Writer.accept(Recommendation<U,I> recommendation)
void	TuplesRecommendationFormat.Writer.write(Recommendation<U,I> recommendation)
void	RecommendationFormat.Writer.write(Recommendation<U,I> recommendation) Writes the recommendation.

Uses of Recommendation in org.ranksys.metrics.basic

Methods in org.ranksys.metrics.basic with parameters of type Recommendation

Modifier and Type	Method and Description
double	KCall.evaluate(Recommendation<U,I> recommendation)

Uses of Recommendation in org.ranksys.novdiv.reranking

Methods in org.ranksys.novdiv.reranking with parameters of type Recommendation

Modifier and Type	Method and Description
int[]	DitheringReranker.rerankPermutation(Recommendation<U,I> recommendation, int maxLength)