Edward C. Malthouse

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 30

Top Topics

Recommender Systems

News Recommendation

Constrained Optimization

Extended Abstract

Top Venues

Decis. Support Syst.

Publications

Özge Sürer, Daniel W. Apley, Edward C. Malthouse
Coefficient tree regression: fast, accurate and interpretable predictive modeling. Mach. Learn. 113 (7) (2024)
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
Prompt-Based Generative News Recommendation (PGNR): Accuracy and Controllability. ECIR (2) (2024)
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
Large Language Model Agent for Fake News Detection. CoRR (2024)
Stewart Pearson, Edward C. Malthouse
Fifth Generation IMC: Expanding the scope to Profit, People, and the Planet. CoRR (2024)
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake News. CoRR (2023)
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
Exploring Fine-tuning ChatGPT for News Recommendation. CoRR (2023)
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
PBNR: Prompt-based News Recommender System. CoRR (2023)
Xinyi Li, Yongfeng Zhang, Edward C. Malthouse
A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, and Fake News. INRA@RecSys (2023)
Özlem Özgöbek, Andreas Lommatzsch, Benjamin Kille, Peng Liu, Jon Atle Gulla, Edward C. Malthouse
The 10th International Workshop on News Recommendation and Analytics (INRA 2022). SIGIR (2022)
Xinyi Li, Edward C. Malthouse
An Interpretable Neural Network Model for Bundle Recommendations: Doctoral Symposium, Extended Abstract. RecSys (2022)
Xinyi Li, Edward C. Malthouse
A Benchmark for Text Classification in News Recommendations. INRA/IWILDS@SIGIR (2022)
Sinan Seymen, Anna-Lena Sachs, Edward C. Malthouse
Making Smart Recommendations for Perishable and Stockout Products. MORS@RecSys (2022)
Edward C. Malthouse
Toward the Next Generation of News Recommender Systems (Abstract). KaRS/ComplexRec@RecSys (2021)
Joseph A. Konstan, Robin Burke, Edward C. Malthouse
Towards an Experimental News User Community as Infrastructure for Recommendation Research (abstract). INRA@RecSys (2021)
Sinan Seymen, Himan Abdollahpouri, Edward C. Malthouse
A Constrained Optimization Approach for Calibrated Recommendations. RecSys (2021)
Himan Abdollahpouri, Edward C. Malthouse, Joseph A. Konstan, Bamshad Mobasher, Jeremy Gilbert
Toward the Next Generation of News Recommender Systems. WWW (Companion Volume) (2021)
Sinan Seymen, Himan Abdollahpouri, Edward C. Malthouse
A Unified Optimization Toolbox for Solving Popularity Bias, Fairness, and Diversity in Recommender Systems. MORS@RecSys (2021)
Himan Abdollahpouri, Edward C. Malthouse, Joseph A. Konstan, Bamshad Mobasher, Jeremy Gilbert
Toward the Next Generation of News Recommender Systems. CoRR (2021)
Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher, Edward C. Malthouse
User-centered Evaluation of Popularity Bias in Recommender Systems. UMAP (2021)
Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher, Edward C. Malthouse
User-centered Evaluation of Popularity Bias in Recommender Systems. CoRR (2021)
Özge Sürer, Daniel W. Apley, Edward C. Malthouse
Coefficient tree regression for generalized linear models. Stat. Anal. Data Min. 14 (5) (2021)
Robin Burke, Himan Abdollahpouri, Edward C. Malthouse, K. P. Thai, Yongfeng Zhang
RMSE: Workshop on Recommendation in Multi-stakeholder Environments. RMSE@RecSys (2019)
Edward C. Malthouse, Khadija Ali Vakeel, Yasaman Kamyab Hessary, Robin Burke, Morana Fuduric
A Multistakeholder Recommender Systems Algorithm for Allocating Sponsored Recommendations. RMSE@RecSys (2019)
Robin Burke, Himan Abdollahpouri, Edward C. Malthouse, K. P. Thai, Yongfeng Zhang
Recommendation in multistakeholder environments. RecSys (2019)
Özge Sürer, Robin Burke, Edward C. Malthouse
Multistakeholder recommendation with provider constraints. RecSys (2018)
Georgios Askalidis, Su Jung Kim, Edward C. Malthouse
Understanding and overcoming biases in online review systems. Decis. Support Syst. 97 (2017)
Ewa Maslowska, Edward C. Malthouse, Vijay Viswanathan
Do customer reviews drive purchase decisions? The moderating roles of review exposure and price. Decis. Support Syst. 98 (2017)
Su Jung Kim, Rebecca Jen-Hui Wang, Ewa Maslowska, Edward C. Malthouse
"Understanding a fury in your words": The effects of posting and viewing electronic negative word-of-mouth on purchase behaviors. Comput. Hum. Behav. 54 (2016)
Georgios Askalidis, Edward C. Malthouse
The Value of Online Customer Reviews. RecSys (2016)
Georgios Askalidis, Edward C. Malthouse
Understanding and Overcoming Biases in Customer Reviews. CoRR (2016)
Harsh Taneja, James G. Webster, Edward C. Malthouse, Thomas Ksiazek
Media consumption across platforms: Identifying user-defined repertoires. New Media Soc. 14 (6) (2012)
Edward C. Malthouse, Dingxi Qiu, Jie Xu
Optimal selection of media vehicles using customer databases. Expert Syst. Appl. 39 (17) (2012)
Edward C. Malthouse
Accounting for the long-term effects of a marketing contact. Expert Syst. Appl. 37 (7) (2010)
Dingxi Qiu, Edward C. Malthouse
Quantifying the indirect effects of a marketing contact. Expert Syst. Appl. 36 (3) (2009)
Edward C. Malthouse
Mining for trigger events with survival analysis. Data Min. Knowl. Discov. 15 (3) (2007)
Edward C. Malthouse
Limitations of nonlinear PCA as performed with generic neural networks. IEEE Trans. Neural Networks 9 (1) (1998)