Chen Ding

Orcid: 0000-0003-0013-3439

Affiliations:
  • Toronto Metropolitan University, Toronto, ON, Canada
  • Ryerson University, Toronto, ON, Canada (former)
  • National University of Singapore, Singapore (PhD 2003)


According to our database1, Chen Ding authored at least 103 papers between 1999 and 2024.

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Bibliography

2024
PL-NCC: a novel approach for fake news detection through data augmentation.
Soc. Netw. Anal. Min., December, 2024

A deep neural network approach for fake news detection using linguistic and psychological features.
User Model. User Adapt. Interact., September, 2024

Nbias: A natural language processing framework for BIAS identification in text.
Expert Syst. Appl., March, 2024

Dbias: detecting biases and ensuring fairness in news articles.
Int. J. Data Sci. Anal., January, 2024

Improving Clinical Decision Making With a Two-Stage Recommender System.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives.
CoRR, 2024

FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training?
CoRR, 2024

Analyzing Biases in Popular Answer Selection Datasets on Neural-Based QA Models.
Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024

2023
Mitigating Bias in Conversations: A Hate Speech Classifier and Debiaser with Prompts.
CoRR, 2023

Aspect-Aware Multi-Criteria Recommendation Model with Aspect Representation Learning.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

TMU at TREC Clinical Trials Track 2023.
Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

One Stop Shop for Question-Answering Dataset Selection.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

A Machine-Learning Framework for Supporting Content Recommendation via User Feedback Data and Content Profiles in Content Managements Systems.
Proceedings of the Database and Expert Systems Applications, 2023

PLNCC: Leveraging New Data Features for Enhanced Accuracy of Fake News Detection.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

2022
Fake news detection based on news content and social contexts: a transformer-based approach.
Int. J. Data Sci. Anal., 2022

News recommender system: a review of recent progress, challenges, and opportunities.
Artif. Intell. Rev., 2022

Relevancy and Diversity in News Recommendations.
Proceedings of the Joint Proceedings of the 10th International Workshop on News Recommendation and Analytics (INRA 2022) and the 3rd International Workshop on Investigating Learning During Web Search (IWILDS 2022) co-located with 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), 2022

Multi-criteria Rating and Review based Recommendation Model.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Multi-source based movie recommendation with ratings and the side information.
Soc. Netw. Anal. Min., 2021

Retweet Prediction based on Topic, Emotion and Personality.
Online Soc. Networks Media, 2021

Deep Dynamic Neural Network to trade-off between Accuracy and Diversity in a News Recommender System.
CoRR, 2021

Deep Neural Network to Tradeoff between Accuracy and Diversity in a News Recommender System.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Topic and sentiment aware microblog summarization for twitter.
J. Intell. Inf. Syst., 2020

A survey on news recommender system - Dealing with timeliness, dynamic user interest and content quality, and effects of recommendation on news readers.
CoRR, 2020

A Streamlined News Recommender System Using Variable Markov Model.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

A Regularized Model to Trade-off between Accuracy and Diversity in a News Recommender System.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Movie Recommendation using YouTube Movie Trailer Data as the Side Information.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

MLP4ML: Machine Learning Service Recommendation System using MLP.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
Data mining service recommendation based on dataset features.
Serv. Oriented Comput. Appl., 2019

Topic specific emotion detection for retweet prediction.
Int. J. Mach. Learn. Cybern., 2019

Progress in context-aware recommender systems - An overview.
Comput. Sci. Rev., 2019

News Recommender System Considering Temporal Dynamics and News Taxonomy.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Recommending Energy-Efficient Data Mining Services with Data as Contextual Factors.
Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

2018
Retweet: A popular information diffusion mechanism - A survey paper.
Online Soc. Networks Media, 2018

Log sequence clustering for workflow mining in multi-workflow systems.
Data Knowl. Eng., 2018

Data-Aware Web Service Recommender System for Energy-Efficient Data Mining Services.
Proceedings of the 11th IEEE Conference on Service-Oriented Computing and Applications, 2018

A Multi-protocol Authentication Shibboleth Framework and Implementation for Identity Federation.
Proceedings of the Security and Privacy in Communication Networks, 2018

Meta-Feature Based Data Mining Service Selection and Recommendation Using Machine Learning Models.
Proceedings of the 15th IEEE International Conference on e-Business Engineering, 2018

Association Rule Based Clustering of Electronic Resources in University Digital Library.
Proceedings of the Digital Libraries for Open Knowledge, 2018

Hourly Live GHG Calculation and Forecasting.
Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2017
Statistical Learning of Domain-Specific Quality-of-Service Features from User Reviews.
ACM Trans. Internet Techn., 2017

Selecting Green Data Mining Services.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

Service Selection in a Cloud Marketplace: A Multi-Perspective Solution.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016
Incorporating service and user information and latent features to predict QoS for selecting and recommending cloud service compositions.
Clust. Comput., 2016

An LDA-SVM Active Learning Framework for Web Service Classification.
Proceedings of the IEEE International Conference on Web Services, 2016

Data-Dependent QoS-Based Service Selection.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

Retweet prediction considering user's difference as an author and retweeter.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

An Adaptive kNN Using Listwise Approach for Implicit Feedback.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

A Testbed for Collecting QoS Data of Cloud-Based Analytic Services.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
An Improved Collaborative Recommendation System by Integration of Social Tagging Data.
Proceedings of the Recommendation and Search in Social Networks, 2015

Personalized Decision-Strategy based Web Service Selection using a Learning-to-Rank Algorithm.
IEEE Trans. Serv. Comput., 2015

End-to-End Performance Prediction for Selecting Cloud Services Solutions.
Proceedings of the 2015 IEEE Symposium on Service-Oriented System Engineering, 2015

Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

End-to-End QoS Prediction Model of Vertically Composed Cloud Services via Tensor Factorization.
Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Cloud Service Recommendation: State of the Art and Research Challenges.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Hierarchical Clustering Using Homogeneity as Similarity Measure for Big Data Analytics.
Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

Workflow-Based Service Selection under Multi-constraints.
Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

End-to-End QoS Prediction of Vertical Service Composition in the Cloud.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Personalized Decision Making for QoS-Based Service Selection.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

End-to-end QoS mapping and aggregation for selecting cloud services.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Bridging the Gap between Spatial Data Sources and Mashup Applications.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Personalized Recommender System on Whom to Follow in Twitter.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013
User-centered design of a QoS-based web service selection system.
Serv. Oriented Comput. Appl., 2013

Learning Workflow Models from Event Logs Using Co-clustering.
Int. J. Web Serv. Res., 2013

An End-to-End QoS Mapping Approach for Cloud Service Selection.
Proceedings of the IEEE Ninth World Congress on Services, 2013

Non-functional Requirement Analysis and Recommendation for Software Services.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

Incorporating User Behavior Patterns to Discover Workflow Models from Event Logs.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

Enhancing tag-based collaborative filtering via integrated social networking information.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Data Decomposition Based Partial Replication Model for Software Services.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
Scatter/Gather browsing of web service QoS data.
Future Gener. Comput. Syst., 2012

Modeling User's Non-functional Preferences for Personalized Service Ranking.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Efficient QoS-based Service Selection with Consideration of User Requirements.
Proceedings of the 16th IEEE International Enterprise Distributed Object Computing Conference, 2012

2011
Multiple non-functional criteria service selection based on user preferences and decision strategies.
Proceedings of the 2011 IEEE International Conference on Service-Oriented Computing and Applications, 2011

Quality-Driven Hierarchical Clustering Algorithm for Service Intelligence Computation.
Proceedings of the Seventh International Conference on Semantics Knowledge and Grid (SKG 2011), 2011

User Centric Homogeneity-Based Clustering Approach for Intelligence Computation.
Proceedings of the Networked Digital Technologies - Third International Conference, 2011

Collaborative Filtering Based Service Ranking Using Invocation Histories.
Proceedings of the IEEE International Conference on Web Services, 2011

An Enhanced PROMETHEE Model for QoS-Based Web Service Selection.
Proceedings of the IEEE International Conference on Services Computing, 2011

2010
High Availability Data Model for P2P Storage Network.
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

A QoS Query Language for User-Centric Web Service Selection.
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009
Rank Aggregation to Combine QoS in Web Search.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

QoS Browsing for Web Service Selection.
Proceedings of the Service-Oriented Computing, 7th International Joint Conference, 2009

Selection Strategy of Rescue Servers Under Hot-Spot Congestion.
Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009

2008
Adaptive Quality Recommendation Mechanism for Software Service Provisioning.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

2007
Improving website search with server log analysis and multiple evidence combination.
Int. J. Web Grid Serv., 2007

Multiple Evidence Combination in Web Site Search Based on Users' Access Histories.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Log-based indexing to improve web site search.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Automatic Recommendation of Quality Requirements for Software Services.
Proceedings of ICEBE 2007, 2007

2006
Improving web site search using web server logs.
Proceedings of the 2006 conference of the Centre for Advanced Studies on Collaborative Research, 2006

2005
Automatic Keyword Extraction by Server Log Analysis.
Proceedings of the Web Information Systems Engineering, 2005

A Framework of HTML Content Selection and Adaptive Delivery.
Proceedings of the Advances in Web-Age Information Management, 2005

Quantitative Modeling for Web Objects' Cacheability.
Proceedings of the Advances in Web-Age Information Management, 2005

Content Selection Model for Adaptive Content Delivery.
Proceedings of the Advanced Parallel Processing Technologies, 6th International Workshop, 2005

2004
Data Integrity Framework and Language Support for Active Web Intermediaries.
Proceedings of the Web Content Caching and Distribution: 9th International Workshop, 2004

What Are People Looking for in Your Web Page?
Proceedings of the Content Computing, Advanced Workshop on Content Computing, 2004

2003
A Generalized Site Ranking Model for Web IR.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

2002
An Improved Usage-Based Ranking.
Proceedings of the Advances in Web-Age Information Management, 2002

Study for Fusion of Different Sources to Determine Relevance.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Context Query in Information Retrieval.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

2000
Beyond the traditional query operators.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

Towards an adaptive and task-specific ranking mechanism in Web searching.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

Reverse mapping of referral links from storage hierarchy for Web documents.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

1999
Word Segmentation and Recognition for Web Document Framework.
Proceedings of the 1999 ACM CIKM International Conference on Information and Knowledge Management, 1999


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