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2024
1 Motamedi, Elham; Kholgh, Danial Khosh; Saghari, Sorush; Elahi, Mehdi; Barile, Francesco; Tkalcic, Marko.
Predicting movies’ eudaimonic and hedonic scores: A machine learning approach using metadata, audio and visual features. Information Processing & Management 2024 ;Volum 61.(2) s. -
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2023
2 el Majjodi, Ayoub; Starke, Alain Dominique; Elahi, Mehdi; Trattner, Christoph.
The Interplay between Food Knowledge, Nudges, and Preference Elicitation Methods Determines the Evaluation of a Recipe Recommender System. I: RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM) 2023 ISBN 979-8-4007-0241-9.
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3 ; Bergh, Sebastian Cornelius.
Personalized Recommendations of Upcoming Sport Events. Universitetet i Bergen 2023 67 s.
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4 ; Espeseth, Frank Rune.
Media Analytics for Personalization in Advertisement. Universitetet i Bergen 2023 124 s.
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5 Elahi, Mehdi; Khosh Kholgh, Danial; Kiarostami, Mohammad Sina; Oussalah, Mourad; Saghari, Sorush.
Hybrid recommendation by incorporating the sentiment of product reviews. Information Sciences 2023 ;Volum 625. s. 738-756
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6 ; Klingenberg, Peter Kolbeinsen.
Using content- and behavioural data for recommendations in the Norwegian news market. Universitetet i Bergen 2023 70 s.
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7 Klimashevskaia, Anastasiia; Elahi, Mehdi; Trattner, Christoph.
Addressing Popularity Bias in Recommender Systems: An Exploration of Self-Supervised Learning Models. Association for Computing Machinery (ACM) 2023 (ISBN 9781450398916) UMAP '23 Adjunct(31)
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8 Klimashevskaia, Anastasiia; Elahi, Mehdi; Jannach, Dietmar; Skjærven, Lars; Tessem, Astrid Johnsen; Trattner, Christoph.
Evaluating The Effects of Calibrated Popularity Bias Mitigation: A Field Study. I: RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM) 2023 ISBN 979-8-4007-0241-9. s. 1084-1089
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9 Savian, Stefano; Elahi, Mehdi; Janes, Andrea Alexander; Tillo, Tammam.
Benchmarking equivariance for Deep Learning based optical flow estimators. Signal processing. Image communication 2023 ;Volum 111.
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2022
10 Beheshti, Amin; Ghodratnama, Samira; Elahi, Mehdi; Farhood, Helia.
Social Data Analytics. CRC Press 2022 (ISBN 9781032196275) 250 s.
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11 Elahi, Fatemeh; Fazlali, Mahmood; Tabatabaee Malazi, Hadi; Elahi, Mehdi.
Parallel Fractional Stochastic Gradient Descent With Adaptive Learning for Recommender Systems. IEEE Transactions on Parallel and Distributed Systems 2022 ;Volum 35.(3) s. 470-483
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12 ; Olsen, David Kvasnes.
Movie recommendation based on stylistic visual features.. Universitetet i Bergen 2022 57 s.
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13 Elahi, Mehdi; Starke, Alain Dominique; El Ioini, Nabil; Lambrix, Anna Alexander; Trattner, Christoph.
Developing and Evaluating a University Recommender System. Frontiers in Artificial Intelligence 2022 ;Volum 4.
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14 Kille, Benjamin Uwe; Lommatzsch, Andreas; Özgöbek, Özlem; Elahi, Mehdi; Dang Nguyen, Duc Tien.
News Images in MediaEval 2022. CEUR Workshop Proceedings 2022
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15 Klimashevskaia, Anastasiia; Elahi, Mehdi; Jannach, Dietmar; Trattner, Christoph; Skjærven, Lars.
Mitigating Popularity Bias in Recommendation: Potential and Limits of Calibration Approaches.. I: Advances in Bias and Fairness in Information Retrieval. : Springer Cham 2022 ISBN 978-3-031-09315-9. s. 82-90
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16 Kvifte, Tord; Elahi, Mehdi; Trattner, Christoph.
Hybrid Recommendation of Movies based on Deep Content Features. I: Service-Oriented Computing - ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA, and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings. Lecture Notes in Computer Science.. Springer Nature 2022 ISBN 978-3-030-91430-1.
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17 Thanh Le, Van; El Ioini, Nabil; Pahl, Claus; Elahi, Mehdi.
Capacity-Based Trust System in Untrusted MEC Environments. 9th International Conference on Internet of Things: Systems, Management and Security; 2022-11-29 - 2022-12-01
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18 Yakhchi, Shahpar; Beheshti, Amin; Ghafari, Seyed-mohssen; Razzak, Imran; Orgun, Mehmet; Elahi, Mehdi.
A Convolutional Attention Network for Unifying General and Sequential Recommenders. Information Processing & Management 2022 ;Volum 59.(1)
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19 Zarei, Mohammad Reza; Moosavi, Mohammad R.; Elahi, Mehdi.
Adaptive trust-aware collaborative filtering for cold start recommendation. Behaviormetrika 2022 s. -
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2021
20 Abdollahpouri, Himan; Elahi, Mehdi.
MORS 2021: Multi-Objective Recommender Systems 2021. Association for Computing Machinery (ACM) 2021 (ISBN 978-1-4503-8458-2) ;Volum 2959.100 s. CEUR Workshop Proceedings(1)
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21 Abdollahpouri, Himan; Elahi, Mehdi; Mansoury, Masoud; Sahebi, Shaghayegh; Nazari, Zahra; Chaney, Allison; Loni, Babak.
MORS 2021: 1st Workshop on Multi Objective Recommender Systems. I: RecSys '21 : Fifteenth ACM Conference on Recommender Systems. Association for Computing Machinery (ACM) 2021 ISBN 9781450384582.
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22 Elahi, Mehdi; Abdollahpouri, Himan; Mansoury, Masoud; Torkamaan, Helma.
Beyond Algorithmic Fairness in Recommender System. ACM Conference on User Modeling, Adaptation and Personalization; 2021-06-21 - 2021-06-25
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23 Elahi, Mehdi; Abdollahpouri, Himan; Mansoury, Masoud; Torkamaan, Helma.
Beyond Algorithmic Fairness in Recommender Systems. I: UMAP '21: Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM) 2021 ISBN 978-1-4503-8367-7.
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24 Elahi, Mehdi; Bakhshandegan Moghaddam, Farshad; Hosseini, Reza; Rimaz, Mohammad Hossein; El Ioini, Nabil; Tkalcic, Marko; Trattner, Christoph; Tillo, Tammam.
Recommending Videos in Cold Start With Automatic Visual Tags. I: UMAP '21: Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM) 2021 ISBN 978-1-4503-8367-7.
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25 Elahi, Mehdi; Jannach, Dietmar; Skjærven, Lars; Knudsen, Erik; Sjøvaag, Helle; Tolonen, Kristian; Holmstad, Øyvind; Pipkin, Igor; Throndsen, Eivind; Stenbom, Agnes; Fiskerud, Eivind; Oesch, Adrian; Vredenberg, Loek; Trattner, Christoph.
Towards Responsible Media Recommendation. AI and Ethics 2021 s. -
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26 ; Johannessen, Øyvind.
Novel Methods Using Human Emotion and Visual Features for Recommending Movies. Universitetet i Bergen 2021 75 s.
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27 Elahi, Mehdi; Khosh Kholgh, Danial; Kiarostami, Mohammad Sina; Saghari, Sorush; Parsa Rad, Shiva; Tkalcic, Marko.
Investigating the impact of recommender systems on user-based and item-based popularity bias. Information Processing & Management 2021 ;Volum 58.(5)
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28 ; Kvifte, Tord.
Video Recommendations Based on Visual Features Extracted with Deep Learning. Universitetet i Bergen 2021 96 s.
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29 Elahi, Mehdi; Moghaddam, Farshad Bakhshandegan; Hosseini, Reza; Rimaz, Mohammad Hossein; Trattner, Christoph.
Enhanced Movie Recommendation Incorporating Visual Features. CEDAS Conference 2021; 2021-06-01 - 2021-06-02
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30 Kille, Benjamin Uwe; Lommatzsch, Andreas; Özgöbek, Özlem; Elahi, Mehdi; Dang Nguyen, Duc Tien.
News Images in MediaEval 2021. CEUR Workshop Proceedings 2021
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31 Trattner, Christoph; Jannach, Dietmar; Motta, Enrico; Meijer, Irene Costera; Diakopoulos, Nicholas; Elahi, Mehdi; Opdahl, Andreas Lothe; Tessem, Bjørnar; Borch, Njål Trygve; Fjeld, Morten; Øvrelid, Lilja; De Smedt, Koenraad; Moe, Hallvard.
Responsible media technology and AI: challenges and research directions. AI and Ethics 2021
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2020
32 Ardagna, Claudio Agostino; Asal, Rasool; Damiani, Ernesto; Elahi, Mehdi; Pahl, Claus.
From Trustworthy Data to Trustworthy IoT: A Data Collection Methodology Based on Blockchain. ACM Transactions on Cyber-Physical Systems 2020
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33 El Majjodi, Ayoub; Elahi, Mehdi; El Ioini, Nabil; Trattner, Christoph.
Towards Generating Personalized Country Recommendation. I: UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-6861-2. s. 71-76
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34 Elahi, Mehdi; Hosseini, Reza; Rimaz, Mohammad H.; Moghaddam, Farshad B.; Trattner, Christoph.
Visually-Aware Video Recommendation in the Cold Start. I: HT '20: Proceedings of the 31st ACM Conference on Hypertext and Social Media. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-7098-1. s. 225-229
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35 Hazrati, Naieme; Elahi, Mehdi.
Addressing the New Item problem in video recommender systems by incorporation of visual features with restricted Boltzmann machines. Expert Systems 2020
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36 Hazrati, Naieme; Elahi, Mehdi; Ricci, Francesco.
Simulating the Impact of Recommender Systems on the Evolution of Collective Users' Choices. I: HT '20: Proceedings of the 31st ACM Conference on Hypertext and Social Media. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-7098-1. s. 207-212
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2019
37 Moghaddam, Farshad Bakhshandegan; Elahi, Mehdi; Hosseini, Reza; Trattner, Christoph; Tkalcic, Marko.
Predicting Movie Popularity and Ratings with Visual Features. I: 14th International Workshop on Semantic and Social Media Adaptation and Personalization. IEEE 2019 ISBN 978-1-7281-3634-9.
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38 Rimaz, Mohammad Hossein; Elahi, Mehdi; Moghaddam, Farshad Bakhshandegan; Trattner, Christoph; Hosseini, Reza; Tkalcic, Marko.
Exploring the Power of Visual Features for the Recommendation of Movies. I: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Springer 2019 ISBN 978-1-4503-6021-0.
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