4.7 Article

A Survey on Web Service QoS Prediction Methods

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。
Article Computer Science, Information Systems

Location-Based Web Service QoS Prediction via Preference Propagation to Address Cold Start Problem

Duksan Ryu et al.

Summary: The article introduces a new method LMF-PP for addressing the cold start problem in predicting the QoS values of web services, and experimental results show that LMF-PP outperforms existing methods in both cold start and warm start environments.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2021)

Article Computer Science, Information Systems

Similarity-Maintaining Privacy Preservation and Location-Aware Low-Rank Matrix Factorization for QoS Prediction Based Web Service Recommendation

Xiaoke Zhu et al.

Summary: The study introduces a novel approach for QoS prediction in Web service recommendation, combining the SPP strategy and LLMF algorithm to protect user privacy and improve prediction accuracy.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2021)

Article Computer Science, Information Systems

Multiple Attributes QoS Prediction via Deep Neural Model with Contexts*

Hao Wu et al.

Summary: The proposed deep neural model (DNM) effectively integrates contextual features for multi-attributes QoS prediction, achieving superior accuracy compared to state-of-the-art techniques. The model demonstrates robustness and extensibility in exploiting heterogeneous contextual features.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2021)

Article Computer Science, Information Systems

LA-LMRBF: Online and Long-Term Web Service QoS Forecasting

Pengcheng Zhang et al.

Summary: The study introduces a novel online QoS forecasting approach LA-LMRBF, which accurately predicts QoS attributes of Web services through three stages. Experimental results demonstrate its superiority over other methods and suitability for long-term QoS forecasting.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2021)

Article Automation & Control Systems

Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors

Xin Luo et al.

IEEE TRANSACTIONS ON CYBERNETICS (2020)

Article Computer Science, Information Systems

A design of intelligent QoS aware web service recommendation system

N. Anithadevi et al.

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2019)

Article Mathematics, Interdisciplinary Applications

Predicting Quality of Service via Leveraging Location Information

Liang Chen et al.

COMPLEXITY (2019)

Article Engineering, Electrical & Electronic

Neighborhood-aware web service quality prediction using deep learning

Ying Jin et al.

EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2019)

Article Computer Science, Theory & Methods

Spatio-temporal context-aware collaborative QoS prediction

Qimin Zhou et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2019)

Article Computer Science, Theory & Methods

Your neighbors are misunderstood: On modeling accurate similarity driven by data range to collaborative web service QoS prediction

Zhen Chen et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2019)

Article Computer Science, Artificial Intelligence

Time-aware cloud service recommendation using similarity-enhanced collaborative filtering and ARIMA model

Shuai Ding et al.

DECISION SUPPORT SYSTEMS (2018)

Article Computer Science, Theory & Methods

Collaborative QoS prediction with context-sensitive matrix factorization

Hao Wu et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Computer Science, Theory & Methods

An SVM-based collaborative filtering approach for Top-N web services recommendation

Lifang Ren et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Computer Science, Theory & Methods

Social collaborative service recommendation approach based on user's trust and domain-specific expertise

Ahlem Kalai et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Computer Science, Theory & Methods

Deviation-based neighborhood model for context-aware QoS prediction of cloud and loT services

Hao Wu et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2017)

Article Computer Science, Theory & Methods

Exploiting Web service geographical neighborhood for collaborative QoS prediction

Zhen Chen et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2017)

Article Computer Science, Theory & Methods

Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization

Jieming Zhu et al.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2017)

Article Computer Science, Software Engineering

Time series forecasting for dynamic quality of web services: An empirical study

Yang Syu et al.

JOURNAL OF SYSTEMS AND SOFTWARE (2017)

Article Computer Science, Artificial Intelligence

TAP: A personalized trust-aware QoS prediction approach for web service recommendation

Kai Su et al.

KNOWLEDGE-BASED SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Your neighbors alleviate cold-start: On geographical neighborhood influence to collaborative web service QoS prediction

Zhen Chen et al.

KNOWLEDGE-BASED SYSTEMS (2017)

Article Computer Science, Information Systems

QoS prediction for web services based on user-trust propagation model

Le-Van Thinh et al.

NEW REVIEW OF HYPERMEDIA AND MULTIMEDIA (2017)

Proceedings Paper Computer Science, Theory & Methods

Alleviating Data Sparsity in Web Service QoS Prediction by Capturing Region Context Influence

Zhen Chen et al.

COLLABORATE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING, COLLABORATECOM 2016 (2017)

Proceedings Paper Computer Science, Interdisciplinary Applications

Trust-aware and Location-based Collaborative Filtering for Web Service QoS Prediction

Kai Chen et al.

2017 IEEE 41ST ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 2 (2017)

Article Computer Science, Information Systems

A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation

Xinyu Wang et al.

ACM TRANSACTIONS ON THE WEB (2016)

Article Computer Science, Artificial Intelligence

Context-aware QoS prediction for web service recommendation and selection

Yueshen Xu et al.

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Article Computer Science, Hardware & Architecture

Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization

Jianlong Xu et al.

IEEE TRANSACTIONS ON RELIABILITY (2016)

Article Computer Science, Information Systems

Search based approach to forecasting QoS attributes of web services using genetic programming

Yong-Yi Fanjiang et al.

INFORMATION AND SOFTWARE TECHNOLOGY (2016)

Article Computer Science, Artificial Intelligence

Web service QoS prediction by neighbor information combined non-negative matrix factorization

Kai Su et al.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (2016)

Article Computer Science, Information Systems

Location-Aware and Personalized Collaborative Filtering for Web Service Recommendation

Jianxun Liu et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2016)

Article Computer Science, Information Systems

A Highly Accurate Prediction Algorithm for Unknown Web Service QoS Values

You Ma et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2016)

Article Computer Science, Artificial Intelligence

Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models

Xin Luo et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2016)

Article Computer Science, Information Systems

Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map

Mingdong Tang et al.

IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT (2016)

Article Computer Science, Information Systems

Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map

Mingdong Tang et al.

IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT (2016)

Article Computer Science, Interdisciplinary Applications

A Web service QoS prediction approach based on time- and location-aware collaborative filtering

Chengyuan Yu et al.

SERVICE ORIENTED COMPUTING AND APPLICATIONS (2016)

Proceedings Paper Computer Science, Interdisciplinary Applications

Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation

Qi Xie et al.

2016 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS) (2016)

Article Computer Science, Software Engineering

Cloud service QoS prediction via exploiting collaborative filtering and location-based data smoothing

Mingdong Tang et al.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2015)

Article Automation & Control Systems

Efficient web service QoS prediction using local neighborhood matrix factorization

Wei Lo et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2015)

Article Computer Science, Information Systems

Unified Collaborative and Content-Based Web Service Recommendation

Lina Yao et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2015)

Article Computer Science, Information Systems

Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems

Shangguang Wang et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2015)

Proceedings Paper Engineering, Electrical & Electronic

User-QoS-based Web Service Clustering for QoS Prediction

Fuxin Chen et al.

2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS) (2015)

Proceedings Paper Engineering, Electrical & Electronic

QoS Prediction ofWeb Services based on Two-Phase K-Means Clustering

Chen Wu et al.

2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS) (2015)

Article Computer Science, Artificial Intelligence

Social network-based service recommendation with trust enhancement

Shuiguang Deng et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Theory & Methods

Web Service Recommendation via Exploiting Location and QoS Information

Xi Chen et al.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2014)

Article Computer Science, Information Systems

Quality models for web services: A systematic mapping

Marc Oriol et al.

INFORMATION AND SOFTWARE TECHNOLOGY (2014)

Article Computer Science, Information Systems

Colbar: A collaborative location-based regularization framework for QoS prediction

Jianwei Yin et al.

INFORMATION SCIENCES (2014)

Article Computer Science, Hardware & Architecture

Trust-Based Personalized Service Recommendation: A Network Perspective

Shui-Guang Deng et al.

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY (2014)

Article Computer Science, Information Systems

Investigating QoS of Real-World Web Services

Zibin Zheng et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2014)

Proceedings Paper Computer Science, Theory & Methods

Personalized QoS Prediction for Web Services using Latent Factor Models

Dongjin Yu et al.

2014 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2014) (2014)

Proceedings Paper Computer Science, Theory & Methods

A Time-Aware and Data Sparsity Tolerant Approach for Web Service Recommendation

Yan Hu et al.

2014 IEEE 21ST INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS 2014) (2014)

Proceedings Paper Computer Science, Information Systems

A Hierarchical Matrix Factorization Approach for Location-based Web Service QoS Prediction

Pinjia He et al.

2014 IEEE 8TH INTERNATIONAL SYMPOSIUM ON SERVICE ORIENTED SYSTEM ENGINEERING (SOSE) (2014)

Article Computer Science, Information Systems

Data-driven and automated prediction of service level agreement violations in service compositions

Philipp Leitner et al.

DISTRIBUTED AND PARALLEL DATABASES (2013)

Article Computer Science, Artificial Intelligence

Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation

Jie Cao et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2013)

Article Computer Science, Information Systems

Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization

Zibin Zheng et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2013)

Article Computer Science, Information Systems

Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering

Huifeng Sun et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2013)

Article Automation & Control Systems

Predicting Quality of Service for Selection by Neighborhood-Based Collaborative Filtering

Jian Wu et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2013)

Article Computer Science, Artificial Intelligence

A novel prediction approach for trustworthy QoS of web services

Qian Tao et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Information Systems

QoS-Aware Web Service Recommendation by Collaborative Filtering

Zibin Zheng et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2011)

Article Computer Science, Information Systems

Requirements for QoS-Based Web Service Description and Discovery

Kyriakos Kritikos et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2009)

Article Computer Science, Software Engineering

Quality-of-service oriented web service composition algorithm and planning architecture

Jong Myoung Ko et al.

JOURNAL OF SYSTEMS AND SOFTWARE (2008)

Article Computer Science, Software Engineering

A framework and ontology for dynamic Web services selection

EM Maximilien et al.

IEEE INTERNET COMPUTING (2004)

Article Computer Science, Software Engineering

QoS-aware middleware for Web Services Composition

LZ Zeng et al.

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING (2004)

Article Computer Science, Software Engineering

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

G Linden et al.

IEEE INTERNET COMPUTING (2003)