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Showing results 1-20 of 20
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2023
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Kille, Benjamin Uwe; Lommatzsch, Andreas; Özgöbek, Özlem; Liu, Peng; Eide, Simen; Zhang, Lemei. The Eleventh International Workshop on News Recommendation and Analytics (INRA’23). I: RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM) 2023 ISBN 979-8-4007-0241-9. p. 1263-1266 NTNU
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Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems. Transactions of the Association for Computational Linguistics 2023 ;Volume 11. p. 1553-1571 NTNU
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Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. Recommending on graphs: a comprehensive review from a data perspective. User modeling and user-adapted interaction 2023 ;Volume 33. p. 803-888 NTNU
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2021
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Gulla, Jon Atle; Svendsen, Rolf Dyrnes; Zhang, Lemei; Stenbom, Agnes; Frøland, Jørgen Hovelsen. Recommending news in traditional media companies. The AI Magazine 2021 ;Volume 42.(3) p. 55-69 NTNU
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Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems 2021 ;Volume 39.(2) p. 1-33 NTNU
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Xing, Yujie; Mohallick, Itishree; Gulla, Jon Atle; Özgöbek, Özlem; Zhang, Lemei. An Educational News Dataset for Recommender Systems. Communications in Computer and Information Science (CCIS) 2021 ;Volume 1323. p. 562-570 NTNU
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Zhang, Lemei. Exploring Multifaced User Modelling in Textual Data Streams. : NTNU Grafisk senter 2021 (ISBN 978-82-326-6086-5) ;Volume 2021.211 p. Doktoravhandlinger ved NTNU(2021/380) NTNU
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2019
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Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. Dynamic attention-based explainable recommendation with textual and visual fusion. Information Processing & Management 2019 NTNU
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Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. Learning multi-granularity dynamic network representations for social recommendation. Lecture Notes in Computer Science (LNCS) 2019 ;Volume 11052 LNAI. p. 691-708 NTNU
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Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. Real-time social recommendation based on graph embedding and temporal context. International Journal of Human-Computer Studies 2019 ;Volume 121. p. 58-72 NTNU
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Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning 2019 p. 1-25 NTNU
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2018
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Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. Learning Multi-granularity Dynamic Network Representations for Social Recommendation. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2018-09-10 - 2018-09-14 NTNU
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Özgöbek, Özlem; Selvig, Ole Christian; Gulla, Jon Atle; Zhang, Lemei; Marco, Cristina. On the difficulties of using machine learning on industrial texts. CEUR Workshop Proceedings 2018 ;Volume 2316. p. 67-81 NTNU
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Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. A Deep Joint Network for Session-based News Recommendations with Contextual Augmentation. The 29th ACM Conference on Hypertext and Social Media; 2018-07-09 - 2018-07-12 NTNU
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2017
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Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. The Adressa dataset for news recommendation. I: IEEE/WIC/ACM International Conference on Web Intelligence (WI). Association for Computing Machinery (ACM) 2017 ISBN 978-1-4503-4951-2. p. 1042-1048 NTNU
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Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. A joint model for analyzing topic and sentiment dynamics from large-scale online news. World wide web (Bussum) 2017 p. 1-23 NTNU
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Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. A Neural Time Series Forecasting Model for User Interests Prediction On Twitter. 25th International Conference on User Modeling, Adaptation and Personalization; 2017-07-09 - 2017-07-12 NTNU
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2016
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Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. Dynamic Topic-Based Sentiment Analysis of Large-Scale Online News. 17th International Conference on Web Information Systems Engineering; 2016-11-07 - 2016-11-10 NTNU
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Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. Dynamic topic-based sentiment analysis of large-scale online news. Lecture Notes in Computer Science (LNCS) 2016 ;Volume 10042 LNCS. p. 3-18 NTNU
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Marco, Cristina; Fidjestøl, Arne Dag; Gulla, Jon Atle; Ingvaldsen, Jon Espen; Liu, Peng; Özgöbek, Özlem; Zhang, Lemei. The SmartMedia news recommender system for mobile devices. New European Media Summit 2016; 2016-11-23 - 2016-11-24 NTNU
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