Barry Joseph Smyth
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Barry Joseph Smythcomputer-science Degrees
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Computer Science
Barry Joseph Smyth's Degrees
- Bachelors Computer Science National University of Ireland
- PhD Computer Science National University of Ireland
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(Suggest an Edit or Addition)Barry Joseph Smyth's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Trust in recommender systems (2005) (953)
- Learning to recommend helpful hotel reviews (2009) (156)
- PeerChooser: visual interactive recommendation (2008) (149)
- A Classification-based Review Recommender (2009) (110)
- Improving the Quality of the Personalized Electronic Program Guide (2004) (95)
- Mining the real-time web: A novel approach to product recommendation (2012) (93)
- A recommender system for on-line course enrolment: an initial study (2007) (83)
- Google Shared. A Case-Study in Social Search (2009) (83)
- On the real-time web as a source of recommendation knowledge (2010) (66)
- Topic Extraction from Online Reviews for Classification and Recommendation (2013) (65)
- Extracting and Visualizing Trust Relationships from Online Auction Feedback Comments (2007) (64)
- If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques (2021) (64)
- Improving Case-Based Recommendation: A Collaborative Filtering Approach (2002) (57)
- Sentimental product recommendation (2013) (53)
- Opinionated Product Recommendation (2013) (52)
- Preserving recommender accuracy and diversity in sparse datasets (2004) (44)
- A Case Study of Collaboration and Reputation in Social Web Search (2011) (41)
- The Físchlár-News-Stories System: Personalised Access to an Archive of TV News (2004) (40)
- Using readability tests to predict helpful product reviews (2010) (40)
- An Assessment of Machine Learning Techniques for Review Recommendation (2009) (39)
- Further Experiments in Opinionated Product Recommendation (2014) (34)
- Towards tagging and categorization for micro-blogs (2010) (31)
- PDMFRec: a decentralised matrix factorisation with tunable user-centric privacy (2019) (26)
- A comparative study of collaboration-based reputation models for social recommender systems (2014) (26)
- A Case-Based Perspective on Social Web Search (2009) (26)
- PyRecGym: a reinforcement learning gym for recommender systems (2019) (25)
- An evaluation of the training determinants of marathon performance: A meta-analysis with meta-regression. (2019) (24)
- Towards a reputation-based model of social web search (2010) (24)
- A multi-criteria evaluation of a user generated content based recommender system (2011) (24)
- Effective Product Recommendation using the Real-Time Web (2010) (23)
- Trust No One: Evaluating Trust-based Filtering for Recommenders (2005) (23)
- Case Studies in Association Rule Mining for Recommender Systems (2005) (23)
- Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis (2021) (22)
- Experiments in Terabyte Searching, Genomic Retrieval and Novelty Detection for TREC 2004 (2004) (22)
- An Analysis of Topical Proximity in the Twitter Social Graph (2012) (22)
- Pace my race: recommendations for marathon running (2019) (21)
- What Have the Neighbours Ever Done for Us? A Collaborative Filtering Perspective (2009) (21)
- CBR Net :- Smart Technology over a Network (1998) (20)
- Eliciting Trust Values from Recommendation Errors (2005) (18)
- Prediction Equations for Marathon Performance: A Systematic Review. (2019) (18)
- Explicit vs Implicit Profiling - A Case-Study in Electronic Programme Guides (2003) (18)
- SimpleFlow: Enhancing Gestural Interaction with Gesture Prediction, Abbreviation and Autocompletion (2011) (17)
- Therapeutic Exergaming (2009) (16)
- Using Collaborative Filtering Data in Case-Based Recommendation (2002) (16)
- Marker-Based Monitoring of Seated Spinal Posture Using a Calibrated Single-Variable Threshold Model (2006) (14)
- Understanding Case Based Recommendation: A Similarity Knowledge Perspective (2005) (14)
- Personalizing Trust in Online Auctions (2006) (11)
- Interactive Television Personalization (2004) (10)
- Collaborative web search: a robustness analysis (2007) (9)
- A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations (2021) (9)
- Addressing the complexity of personalized, context-aware and health-aware food recommendations: an ensemble topic modelling based approach (2021) (7)
- Dynamic similarity: a processing perspective on similarity (2001) (6)
- Improving Collaborative Personalized TV Services (2003) (5)
- Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners (2021) (5)
- Mining Marathon Training Data to Generate Useful User Profiles (2020) (5)
- NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting (2022) (5)
- Further experiments in micro-blog categorization (2011) (5)
- Going Further with Cases: Using Case-Based Reasoning to Recommend Pacing Strategies for Ultra-Marathon Runners (2019) (5)
- Evaluating user reputation in collaborative web search (2011) (4)
- Stock Embeddings: Learning Distributed Representations for Financial Assets (2022) (3)
- Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities (2021) (3)
- Data Mining Support for Case-Based Collaborative Recommendation (2002) (3)
- Let's Get Personal Personalised Television Listings on the Web (1998) (3)
- In-Depth Analysis of Similarity Knowledge and Metric Contributions to Recommender Performance (2004) (3)
- Estimating Exposure Risk to Guide Behaviour During the SARS-COV2 Pandemic (2021) (2)
- Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future (2021) (2)
- Estimating the Fatality Burden of SARS-CoV2 (2020) (1)
- Deciphering Ancient Chinese Oracle Bone Inscriptions Using Case-Based Reasoning (2021) (1)
- Case-Studies in Mining User-Generated Reviews for Recommendation (2015) (1)
- A comparative study of collaboration-based reputation models for social recommender systems (2013) (1)
- Models of Web Page Reputation in Social Search (2011) (1)
- Analysing Similarity Essence for Case Based Recommendation (2004) (1)
- The Reviewer's Assistant: Recommending Topics to Writers by Association Rule Mining and Case-base Reasoning (2012) (1)
- DARES: An Asynchronous Distributed Recommender System Using Deep Reinforcement Learning (2021) (1)
- Investigating Health-Aware Smart-Nudging with Machine Learning to Help People Pursue Healthier Eating-Habits (2021) (1)
- First demonstration of the intelligent reviewer's assistant (2012) (1)
- A Machine Learning Approach to Industry Classification in Financial Markets (2022) (1)
- An Automatic Configuration System for Handwriting Recognition Problems (2000) (1)
- Boosting the Training Time of Weakly Coordinated Distributed Machine Learning (2021) (0)
- Industry Classification Using a Novel Financial Time-Series Case Representation (2023) (0)
- Item Graph Convolution Collaborative Filtering for Inductive Recommendations (2023) (0)
- Site web internet intelligent a menu hierarchique (2002) (0)
- Predicting helpful product reviews (2010) (0)
- An Evaluation of the Predictive Power of Component Vector Angles for Seated Spinal Posture Monitoring (2007) (0)
- Fact Check: Analyzing Financial Events from Multilingual News Sources (2021) (0)
- MARF: User-Item Mutual Aware Representation with Feedback (2022) (0)
- Visual Module Exploration: A Live-User Evaluation (2023) (0)
- A Tale of Two Communities: An Analysis of Three Decades of Case-Based Reasoning Research (2019) (0)
- Entity-Enhanced Graph Convolutional Network for Accurate and Explainable Recommendation (2022) (0)
- Combining similarity and sentiment in opinion mining for product recommendation (2015) (0)
- A Live-User Evaluation of a Visual Module Recommender and Advisory System for Undergraduate Students (2021) (0)
- 13 From Opinions to Recommendations (0)
- Learning Domain-Independent Representations via Shared Weight Auto-Encoder for Transfer Learning in Recommender Systems (2022) (0)
- A Multimodal Embedding-Based Approach to Industry Classification in Financial Markets (2022) (0)
- The demonstration of the reviewer's assistant (2012) (0)
- 7 Social Search (2018) (0)
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