Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach

Alleviating the data sparsity problem of recommender systems by clustering nodes in bipartite networks

(2020) Fuguo Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Time-aspect-sentiment Recommendation Models Based on Novel Similarity Measure Methods

(2020) Guohui Li et al.   ACM Transactions on the Web

Effective Context-Aware Recommendations Based on Context Weighting Using Genetic Algorithm and Alleviating Data Sparsity

(2020) Sonal Linda et al.   APPLIED ARTIFICIAL INTELLIGENCE

Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data

(2020) Senthilselvan Natarajan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid recommendation system based on profile expansion technique to alleviate cold start problem

(2020) Faryad Tahmasebi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

User profile as a bridge in cross-domain recommender systems for sparsity reduction

(2019) Ashish Kumar Sahu et al.   APPLIED INTELLIGENCE

A novel approach based on multi-view reliability measures to alleviate data sparsity in recommender systems

(2019) Sajad Ahmadian et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Sentiment based matrix factorization with reliability for recommendation

(2019) Rong-Ping Shen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A social recommender system based on reliable implicit relationships

(2019) Sajad Ahmadian et al.   KNOWLEDGE-BASED SYSTEMS

Incorporating reliable virtual ratings into social recommendation systems

(2018) Sajad Ahmadian et al.   APPLIED INTELLIGENCE

A learning framework for temporal recommendation without explicit iterative optimization

(2018) Zhen Liu et al.   APPLIED SOFT COMPUTING

Improving memory-based user collaborative filtering with evolutionary multi-objective optimization

(2018) Nour El Islem Karabadji et al.   EXPERT SYSTEMS WITH APPLICATIONS

The use of machine learning algorithms in recommender systems: A systematic review

(2018) Ivens Portugal et al.   EXPERT SYSTEMS WITH APPLICATIONS

TCARS: Time- and Community-Aware Recommendation System

(2018) Fatemeh Rezaeimehr et al.   Future Generation Computer Systems-The International Journal of eScience

A social recommendation method based on an adaptive neighbor selection mechanism

(2018) Sajad Ahmadian et al.   INFORMATION PROCESSING & MANAGEMENT

A new confidence-based recommendation approach: Combining trust and certainty

(2018) Faezeh Sadat Gohari et al.   INFORMATION SCIENCES

PCCF: Periodic and continual temporal co-factorization for recommender systems

(2018) Guibing Guo et al.   INFORMATION SCIENCES

A novel 2D-Graph clustering method based on trust and similarity measures to enhance accuracy and coverage in recommender systems

(2018) Leily Sheugh et al.   INFORMATION SCIENCES

Reliability quality measures for recommender systems

(2018) Jesus Bobadilla et al.   INFORMATION SCIENCES

CPLR: Collaborative pairwise learning to rank for personalized recommendation

(2018) Hongzhi Liu et al.   KNOWLEDGE-BASED SYSTEMS

Boolean kernels for collaborative filtering in top-N item recommendation

(2018) Mirko Polato et al.   NEUROCOMPUTING

Exploiting recommendation confidence in decision-aware recommender systems

(2018) Rus M. Mesas et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

An effective social recommendation method based on user reputation model and rating profile enhancement

(2018) Sajad Ahmadian et al.   JOURNAL OF INFORMATION SCIENCE

Recurrent Poisson Factorization for Temporal Recommendation

(2018) Seyed Abbas Hosseini et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

FRAIPA: A fast recommendation approach with improved prediction accuracy

(2017) Badr Ait Hammou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach

(2017) Shuo Yang et al.   KNOWLEDGE-BASED SYSTEMS

Resolving data sparsity by multi-type auxiliary implicit feedback for recommender systems

(2017) Guibing Guo et al.   KNOWLEDGE-BASED SYSTEMS

A fuzzy model for managing natural noise in recommender systems

(2016) Raciel Yera et al.   APPLIED SOFT COMPUTING

A multi-level collaborative filtering method that improves recommendations

(2016) Nikolaos Polatidis et al.   EXPERT SYSTEMS WITH APPLICATIONS

A genetic algorithm solution to the collaborative filtering problem

(2016) Yilmaz Ar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hybrid Recommender Systems based on Content Feature Relationship

(2016) Ehsan Aslanian et al.   IEEE Transactions on Industrial Informatics

A reliability-based recommendation method to improve trust-aware recommender systems

(2015) Parham Moradi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Enhancing memory-based collaborative filtering for group recommender systems

(2015) Sarik Ghazarian et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new similarity measure using Bhattacharyya coefficient for collaborative filtering in sparse data

(2015) Bidyut Kr. Patra et al.   KNOWLEDGE-BASED SYSTEMS

An effective trust-based recommendation method using a novel graph clustering algorithm

(2015) Parham Moradi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Mathematical Modeling and Analysis of Product Rating with Partial Information

(2015) Hong Xie et al.   ACM Transactions on Knowledge Discovery from Data

Estimating confidence of individual rating predictions in collaborative filtering recommender systems

(2013) Maciej A. Mazurowski   EXPERT SYSTEMS WITH APPLICATIONS

An evolutionary clustering algorithm based on temporal features for dynamic recommender systems

(2013) Chhavi Rana et al.   Swarm and Evolutionary Computation

Incorporating reliability measurements into the predictions of a recommender system

(2012) Antonio Hernando et al.   INFORMATION SCIENCES

An adaptive approach to dealing with unstable behaviour of users in collaborative filtering systems

(2012) Reza Rafeh et al.   JOURNAL OF INFORMATION SCIENCE

Collaborative filtering with temporal dynamics

(2010) Yehuda Koren   COMMUNICATIONS OF THE ACM