4.4 Review

Recommender systems: A systematic review of the state of the art literature and suggestions for future research

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Computer Science, Hardware & Architecture

Memory Designing Using Quantum-Dot Cellular Automata: Systematic Literature Review, Classification and Current Trends

Sonia Afrooz et al.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS (2017)

Review Mathematical & Computational Biology

Disease genes prioritizing mechanisms: a comprehensive and systematic literature review

Elaheh Seyyedrazzagi et al.

NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS (2017)

Review Computer Science, Artificial Intelligence

A Systematic Literature Review of the Data Replication Techniques in the Cloud Environments

Bahareh Alami Milani et al.

BIG DATA RESEARCH (2017)

Article Computer Science, Hardware & Architecture

PREFer: A prescription-based food recommender system

Devis Bianchini et al.

COMPUTER STANDARDS & INTERFACES (2017)

Article Computer Science, Artificial Intelligence

Smart4Job: A Big Data Framework for Intelligent Job Offers Broadcasting Using Time Series Forecasting and Semantic Classification

Sidahmed Benabderrahmane et al.

BIG DATA RESEARCH (2017)

Article Computer Science, Artificial Intelligence

A multi-level collaborative filtering method that improves recommendations

Nikolaos Polatidis et al.

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Review Computer Science, Information Systems

Online knowledge sharing mechanisms: a systematic review of the state of the art literature and recommendations for future research

Yeganeh Charband et al.

INFORMATION SYSTEMS FRONTIERS (2016)

Review Computer Science, Hardware & Architecture

A comprehensive review of the data replication techniques in the cloud environments: Major trends and future directions

Bahareh Alami Milani et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2016)

Review Computer Science, Hardware & Architecture

Load balancing mechanisms and techniques in the cloud environments: Systematic literature review and future trends

Alireza Sadeghi Milani et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Fast algorithms to evaluate collaborative filtering recommender systems

Feng Zhang et al.

KNOWLEDGE-BASED SYSTEMS (2016)

Article Computer Science, Cybernetics

Colleague recommender system in the Expert Cloud using features matrix

Saeedeh Hazratzadeh et al.

KYBERNETES (2016)

Article Computer Science, Artificial Intelligence

Applying artificial immune systems to collaborative filtering for movie recommendation

Meng-Hui Chen et al.

ADVANCED ENGINEERING INFORMATICS (2015)

Article Computer Science, Hardware & Architecture

On content-based recommendation and user privacy in social-tagging systems

Silvia Puglisi et al.

COMPUTER STANDARDS & INTERFACES (2015)

Article Mathematics, Interdisciplinary Applications

A Novel Contextual Information Recommendation Model and Its Application in e-Commerce Customer Satisfaction Management

Feipeng Guo et al.

DISCRETE DYNAMICS IN NATURE AND SOCIETY (2015)

Article Computer Science, Artificial Intelligence

Matrix completion incorporating auxiliary information for recommender system design

Anupriya Gogna et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Computer Science, Artificial Intelligence

RecomMetz: A context-aware knowledge-based mobile recommender system for movie showtimes

Luis Omar Colombo-Mendoza et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Review Computer Science, Artificial Intelligence

A systematic review of scholar context-aware recommender systems

Zohreh Dehghani Champiri et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Review Green & Sustainable Science & Technology

Product-Service Systems (PSS) business models and tactics - a systematic literature review

Wiebke Reim et al.

JOURNAL OF CLEANER PRODUCTION (2015)

Article Computer Science, Software Engineering

Recommender systems based on social networks

Zhoubao Sun et al.

JOURNAL OF SYSTEMS AND SOFTWARE (2015)

Article Computer Science, Artificial Intelligence

Leveraging multiviews of trust and similarity to enhance clustering-based recommender systems

Guibing Guo et al.

KNOWLEDGE-BASED SYSTEMS (2015)

Article Computer Science, Artificial Intelligence

Item recommendation in collaborative tagging systems via heuristic data fusion

Hao Wu et al.

KNOWLEDGE-BASED SYSTEMS (2015)

Article Computer Science, Cybernetics

Priority-based task scheduling on heterogeneous resources in the Expert Cloud

Mehran Ashouraie et al.

KYBERNETES (2015)

Article Physics, Multidisciplinary

NNIA-RS: A multi-objective optimization based recommender system

Bingrui Geng et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2015)

Article Computer Science, Information Systems

TrustRank: a Cold-Start tolerant recommender system

Haitao Zou et al.

ENTERPRISE INFORMATION SYSTEMS (2015)

Article Computer Science, Information Systems

Offline optimization for user-specific hybrid recommender systems

Simon Dooms et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2015)

Proceedings Paper Computer Science, Artificial Intelligence

Accurate Recommendation Based on Opinion Mining

Xiu Li et al.

GENETIC AND EVOLUTIONARY COMPUTING (2015)

Article Economics

Sharing High Growth across Generations: Pensions and Demographic Transition in China

Zheng Song et al.

AMERICAN ECONOMIC JOURNAL-MACROECONOMICS (2015)

Article Computer Science, Artificial Intelligence

A fuzzy recommender system based on the integration of subjective preferences and objective information

Li-Chen Cheng et al.

APPLIED SOFT COMPUTING (2014)

Article Computer Science, Artificial Intelligence

Recommender systems based on quantitative implicit customer feedback

Josef Bauer et al.

DECISION SUPPORT SYSTEMS (2014)

Article Computer Science, Artificial Intelligence

An empirical investigation of user and system recommendations in e-commerce

Zhijie Lin

DECISION SUPPORT SYSTEMS (2014)

Article Business

Leveraging prior ratings for recommender systems in e-commerce

Guibing Guo et al.

ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

A semantic approach to improve neighborhood formation in collaborative recommender systems

Manuela I. Martin-Vicente et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

Facing the cold start problem in recommender systems

Blerina Lika et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

A framework for tag-aware recommender systems

Hyunwoo Kim et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Information Systems

Learning from explanations in recommender systems

Sergio Cleger et al.

INFORMATION SCIENCES (2014)

Article Automation & Control Systems

The recommender system for virtual items in MMORPGs based on a novel collaborative filtering approach

S. G. Li et al.

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE (2014)

Review Computer Science, Hardware & Architecture

Resource discovery mechanisms in grid systems: A survey

Nima Jafari Navimipour et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

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

Chhavi Rana et al.

SWARM AND EVOLUTIONARY COMPUTATION (2014)

Proceedings Paper Computer Science, Artificial Intelligence

A personalized recommender system from probabilistic relational model and users' preferences

Rajani Chulyadyo et al.

KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 18TH ANNUAL CONFERENCE, KES-2014 (2014)

Article Computer Science, Artificial Intelligence

A social recommender mechanism for e-commerce: Combining similarity, trust, and relationship

Yung-Ming Li et al.

DECISION SUPPORT SYSTEMS (2013)

Article Computer Science, Information Systems

Improving collaborative filtering-based recommender systems results using Pareto dominance

Fernando Ortega et al.

INFORMATION SCIENCES (2013)

Article Computer Science, Artificial Intelligence

A Knowledge Based Recommender System with Multigranular Linguistic Information

Luis Martínez et al.

International Journal of Computational Intelligence Systems (2013)

Article Computer Science, Theory & Methods

Incremental collaborative filtering based on Mahalanobis distance and fuzzy membership for recommender systems

Maytiyanin Komkhao et al.

INTERNATIONAL JOURNAL OF GENERAL SYSTEMS (2013)

Article Computer Science, Artificial Intelligence

A new similarity function for selecting neighbors for each target item in collaborative filtering

Keunho Choi et al.

KNOWLEDGE-BASED SYSTEMS (2013)

Article Computer Science, Artificial Intelligence

Recommender systems survey

J. Bobadilla et al.

KNOWLEDGE-BASED SYSTEMS (2013)

Article Computer Science, Interdisciplinary Applications

A strategy-oriented operation module for recommender systems in E-commerce

Hsiao-Fan Wang et al.

COMPUTERS & OPERATIONS RESEARCH (2012)

Review Computer Science, Artificial Intelligence

A literature review and classification of recommender systems research

Deuk Hee Park et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Artificial Intelligence

Similarity of users' (content-based) preference models for Collaborative filtering in few ratings scenario

Alan Eckhardt

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Artificial Intelligence

A novel recommendation model of location-based advertising: Context-Aware Collaborative Filtering using GA approach

Tuan Hung Dao et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Information Systems

A collaborative filtering similarity measure based on singularities

Jesus Bobadilla et al.

INFORMATION PROCESSING & MANAGEMENT (2012)

Article Computer Science, Information Systems

A mobile 3D-GIS hybrid recommender system for tourism

Jose M. Noguera et al.

INFORMATION SCIENCES (2012)

Article Computer Science, Artificial Intelligence

Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization

Xin Luo et al.

KNOWLEDGE-BASED SYSTEMS (2012)

Article Ethics

Improving Case-Based Ethics Training with Codes of Conduct and Forecasting Content

Lauren N. Harkrider et al.

ETHICS & BEHAVIOR (2012)

Article Business

Designing utility-based recommender systems for e-commerce: Evaluation of preference-elicitation methods

Shiu-li Huang

ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS (2011)

Article Computer Science, Information Systems

Healthcare information systems: data mining methods in the creation of a clinical recommender system

L. Duan et al.

ENTERPRISE INFORMATION SYSTEMS (2011)

Article Computer Science, Artificial Intelligence

Utilizing various sparsity measures for enhancing accuracy of collaborative recommender systems based on local and global similarities

Deepa Anand et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Computer Science, Information Systems

Userrank for item-based collaborative filtering recommendation

Min Gao et al.

INFORMATION PROCESSING LETTERS (2011)

Article Computer Science, Information Systems

Exploring synergies between content-based filtering and Spreading Activation techniques in knowledge-based recommender systems

Yolanda Blanco-Fernandez et al.

INFORMATION SCIENCES (2011)

Article Computer Science, Information Systems

Using semantic techniques to access web data

Raquel Trillo et al.

INFORMATION SYSTEMS (2011)

Article Computer Science, Artificial Intelligence

Ontology-based information content computation

David Sanchez et al.

KNOWLEDGE-BASED SYSTEMS (2011)

Article Computer Science, Hardware & Architecture

Collaborative Filtering with Temporal Dynamics

Yehuda Koren

COMMUNICATIONS OF THE ACM (2010)

Article Computer Science, Artificial Intelligence

Selecting a small number of products for effective user profiling in collaborative filtering

Hyung Jun Ahn et al.

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Computer Science, Theory & Methods

A hybrid collaborative filtering recommendation mechanism for P2P networks

Zhaobin Liu et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2010)

Article Computer Science, Information Systems

A hybrid content-based and item-based collaborative filtering approach to recommend TV programs enhanced with singular value decomposition

Ana Belen Barragans-Martinez et al.

INFORMATION SCIENCES (2010)

Article Computer Science, Artificial Intelligence

Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks

Luis M. de Campos et al.

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (2010)

Article Physics, Multidisciplinary

Collaborative filtering with diffusion-based similarity on tripartite graphs

Ming-Sheng Shang et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2010)

Article Information Science & Library Science

Towards content-based patent image retrieval: A framework perspective

Stefanos Vrochidis et al.

WORLD PATENT INFORMATION (2010)

Article Computer Science, Artificial Intelligence

A mathematical model for product selection strategies in a recommender system

Hsiao-Fan Wang et al.

EXPERT SYSTEMS WITH APPLICATIONS (2009)

Article Computer Science, Artificial Intelligence

A personalized English learning recommender system for ESL students

Mei-Hua Hsu

EXPERT SYSTEMS WITH APPLICATIONS (2008)

Article Computer Science, Information Systems

Developing recommender systems with the consideration of product profitability for sellers

Long-Sheng Chen et al.

INFORMATION SCIENCES (2008)

Article Computer Science, Information Systems

A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem

Hyung Jun Ahn

INFORMATION SCIENCES (2008)

Article Computer Science, Software Engineering

Exploiting synergies between semantic reasoning and personalization strategies in intelligent recommender systems: A case study

Yolanda Blanco-Fernandez et al.

JOURNAL OF SYSTEMS AND SOFTWARE (2008)

Article Computer Science, Artificial Intelligence

A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems

Yolanda Blanco-Fernandez et al.

KNOWLEDGE-BASED SYSTEMS (2008)

Article Computer Science, Artificial Intelligence

A comparison of collaborative-filtering recommendation algorithms for e-commerce

Zan Huang et al.

IEEE INTELLIGENT SYSTEMS (2007)

Article Computer Science, Artificial Intelligence

New recommendation techniques for multicriteria rating systems

Gediminas Adoinavicius et al.

IEEE INTELLIGENT SYSTEMS (2007)

Article Computer Science, Artificial Intelligence

Cooperative query rewriting for decision making support and recommender systems

Nader Mirzadeh et al.

APPLIED ARTIFICIAL INTELLIGENCE (2007)

Article Business

An integrated environment for the development of knowledge-based recommender applications

Alexander Felfernig et al.

INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE (2006)

Article Computer Science, Artificial Intelligence

A new approach for combining content-based and collaborative filters

Byeong Man Kim et al.

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS (2006)

Article Computer Science, Artificial Intelligence

CinemaScreen recommender agent: Combining collaborative and content-based filtering

J Salter et al.

IEEE INTELLIGENT SYSTEMS (2006)

Article Computer Science, Hardware & Architecture

Multimedia-based interactive advising technology for online consumer decision support

ZH Jiang et al.

COMMUNICATIONS OF THE ACM (2005)

Review Computer Science, Artificial Intelligence

Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions

G Adomavicius et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2005)

Article Business

A systematic approach for identifying technology opportunities: Keyword-based morphology analysis

B Yoon et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2005)

Article Computer Science, Information Systems

Incorporating contextual information in recommender systems using a multidimensional approach

G Adomavicius et al.

ACM TRANSACTIONS ON INFORMATION SYSTEMS (2005)

Article Computer Science, Artificial Intelligence

A taxonomy of recommender agents on the Internet

M Montaner et al.

ARTIFICIAL INTELLIGENCE REVIEW (2003)

Article Computer Science, Software Engineering

Amazon.com recommendation - Item-to-item collaborative filtering

G Linden et al.

IEEE INTERNET COMPUTING (2003)

Article Computer Science, Cybernetics

Hybrid recommender systems: Survey and experiments

R Burke

USER MODELING AND USER-ADAPTED INTERACTION (2002)