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Books and Theses

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2015
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Özlem Özgöbek:
Ontolojiler ve anlamsal çıkarsama kullanılarak bir öneri sistemi tasarlanması (Designing a recommender system by using ontologies and semantic reasoning). Ege University, Turkey, 2015

Journal Articles

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2024
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Eniafe Festus Ayetiran, Özlem Özgöbek:
A Review of Deep Learning Techniques for Multimodal Fake News and Harmful Languages Detection. IEEE Access 12: 76133-76153 (2024)
[j5]
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Eniafe Festus Ayetiran, Özlem Özgöbek:
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection. Inf. Syst. 123: 102378 (2024)
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Benjamin Kille, Andreas Lommatzsch, Jürgen Ziegler, Özlem Özgöbek:
Preface to the special issue on news personalization and analytics. User Model. User Adapt. Interact. 34(4): 921-923 (2024)
2023
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Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek, Peng Liu, Lemei Zhang, Simen Eide:
Report on the 11th International Workshop on News Recommendation and Analytics (INRA 2023) at ACM RecSys 2023. SIGIR Forum 57(2): 15:1-15:4 (2023)
2018
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Anders Kolstad, Özlem Özgöbek, Jon Atle Gulla, Simon Litlehamar:
Content-Based Recommendations for Sustainable Wardrobes Using Linked Open Data. Mob. Networks Appl. 23(6): 1727-1734 (2018)
2017
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Linn Vikre, Henning M. Wold, Özlem Özgöbek, Jon Atle Gulla:
Hybrid Entity Driven News Detection on Twitter. POLIBITS 55: 5-10 (2017)

Conference and Workshop Papers

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2024
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Benjamin Kille, Andreas Lommatzsch, Célina Treuillier, Vandana Yadav, Özlem Özgöbek:
12th International Workshop on News Recommendation and Analytics (INRA'24). RecSys 2024: 1258-1261
[c34]
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Haldis Borgen, Oline Zachariassen, Pelin Mise, Ahmet Yildiz, Özlem Özgöbek:
Private Sensitive Content on Social Media: An Analysis and Automated Detection for Norwegian. SCAI 2024: 3-10
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Célina Treuillier, Sylvain Castagnos, Özlem Özgöbek, Armelle Brun:
Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems. UMAP 2024: 143-148
2023
[c32]
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Andreas Lommatzsch, Benjamin Kille, Özlem Özgöbek, Mehdi Elahi, Duc-Tien Dang-Nguyen:
The Relation between Texts and Images in News: News Images in MediaEval 2023. MediaEval 2023
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Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek, Peng Liu, Simen Eide, Lemei Zhang:
The Eleventh International Workshop on News Recommendation and Analytics (INRA'23). RecSys 2023: 1263-1266
2022
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Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek, Mehdi Elahi, Duc-Tien Dang-Nguyen:
News Images in MediaEval 2022. MediaEval 2022
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Andreas Lommatzsch, Benjamin Kille, Özlem Özgöbek, Yuxiao Zhou, Jelena Tesic, Cláudio Bartolomeu, David Semedo, Lidia Pivovarova, Mingliang Liang, Martha A. Larson:
NewsImages: addressing the depiction gap with an online news dataset for text-image rematching. MMSys 2022: 227-233
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Özlem Özgöbek, Benjamin Kille, Anja Rosvold From, Ingvild Unander Netland:
Fake News Detection by Weakly Supervised Learning Based on Content Features. NAIS 2022: 52-64
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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: 3470-3473
2021
[c26]
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Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek, Mehdi Elahi, Duc-Tien Dang-Nguyen:
News Images in MediaEval 2021. MediaEval 2021
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Özlem Özgöbek, Andreas Lommatzsch, Benjamin Kille, Peng Liu, Zhixin Pu, Jon Atle Gulla:
9th International Workshop on News Recommendation and Analytics. RecSys 2021: 772-774
2020
[c24]
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Benjamin Kille, Andreas Lommatzsch, Özlem Özgöbek:
News Images in MediaEval 2020. MediaEval 2020
[c23]
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Yujie Xing, Itishree Mohallick, Jon Atle Gulla, Özlem Özgöbek, Lemei Zhang:
An Educational News Dataset for Recommender Systems. PKDD/ECML Workshops 2020: 562-570
2019
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Özlem Özgöbek, Benjamin Kille, Jon Atle Gulla, Andreas Lommatzsch:
The 7th international workshop on news recommendation and analytics (INRA 2019). RecSys 2019: 558-559
2018
[c21]
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Letizia Jaccheri, Katrien De Moor, Katina Kralevska, Soudabeh Khodambashi, Özlem Özgöbek:
Sustaining Gender Balance In Top Academic Positions In STEM Will Influence Girls' Participation In STEM. Girls@IDC 2018
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Benjamin Kille, Özlem Özgöbek, Andreas Lommatzsch:
Defining Contextual Factors for News Consumption. CIKM Workshops 2018
[c19]
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Özlem Özgöbek, Benjamin Kille, Jon Atle Gulla, Martha A. Larson, Andreas Lommatzsch:
6th International Workshop on News Recommendation and Analytics (INRA 2018). CIKM Workshops 2018
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Letizia Jaccheri, Soudabeh Khodambashi, Katrien De Moor, Özlem Özgöbek, Katina Kralevska:
Who Will Be the Leaders in Top Academic Positions in Entertainment Computing? ICEC 2018: 392-396
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Itishree Mohallick, Katrien De Moor, Özlem Özgöbek, Jon Atle Gulla:
Towards New Privacy Regulations in Europe: Users' Privacy Perception in Recommender Systems. SpaCCS 2018: 319-330
2017
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Andreas Lommatzsch, Benjamin Kille, Frank Hopfgartner, Martha A. Larson, Torben Brodt, Jonas Seiler, Özlem Özgöbek:
CLEF 2017 NewsREEL Overview: A Stream-Based Recommender Task for Evaluation and Education. CLEF 2017: 239-254
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Anders Kolstad, Özlem Özgöbek, Jon Atle Gulla, Simon Litlehamar:
Context-Aware Recommendations for Sustainable Wardrobes. GOODTECHS 2017: 51-60
[c14]
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Anders Kolstad, Özlem Özgöbek, Jon Atle Gulla, Simon Litlehamar:
Rethinking Conventional Collaborative Filtering for Recommending Daily Fashion Outfits. RecSysKTL 2017: 22-29
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Jon Atle Gulla, Lemei Zhang, Peng Liu, Özlem Özgöbek, Xiaomeng Su:
The Adressa dataset for news recommendation. WI 2017: 1042-1048
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Itishree Mohallick, Özlem Özgöbek:
Exploring privacy concerns in news recommender systems. WI 2017: 1054-1061
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Anders Kolstad, Özlem Özgöbek, Jon Atle Gulla, Simon Litlehamar:
Connected Closet - A Semantically Enriched Mobile Recommender System for Smart Closets. WEBIST 2017: 298-305
2016
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Yonca Bayrakdar, Özlem Özgöbek:
IT Women in Turkey: Education and Career Obstacles. ICE/ITMC 2016: 1-7
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Xiaomeng Su, Özlem Özgöbek, Jon Atle Gulla, Jon Espen Ingvaldsen, Arne Dag Fidjestøl:
Interactive mobile news recommender system: A preliminary study of usability factors. SMAP 2016: 71-76
[c8]
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Jon Atle Gulla, Cristina Marco, Arne Dag Fidjestøl, Jon Espen Ingvaldsen, Özlem Özgöbek:
The Intricacies of Time in News Recommendation. UMAP (Extended Proceedings) 2016
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Henning M. Wold, Linn Vikre, Jon Atle Gulla, Özlem Özgöbek, Xiaomeng Su:
Twitter Topic Modeling for Breaking News Detection. WEBIST (2) 2016: 211-218
2015
[c6]
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Jon Espen Ingvaldsen, Özlem Özgöbek, Jon Atle Gulla:
Context-Aware User-Driven News Recommendation. INRA@RecSys 2015: 33-36
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Jon Espen Ingvaldsen, Jon Atle Gulla, Özlem Özgöbek:
User Controlled News Recommendations. IntRS@RecSys 2015: 45-48
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Jon Atle Gulla, Bei Yu, Özlem Özgöbek, Nafiseh Shabib:
3rd International Workshop on News Recommendation and Analytics (INRA 2015). RecSys 2015: 345-346
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Özlem Özgöbek, Jon Atle Gulla, Riza Cenk Erdur:
Recommending Sources in News Recommender Systems. WEBIST 2015: 526-532
2014
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Özlem Özgöbek, Nafiseh Shabib, Jon Atle Gulla:
Data Sets and News Recommendation. UMAP Workshops 2014
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Özlem Özgöbek, Jon Atle Gulla, Riza Cenk Erdur:
A Survey on Challenges and Methods in News Recommendation. WEBIST (2) 2014: 278-285

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2023
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Özlem Özgöbek, Andreas Lommatzsch, Benjamin Kille, Peng Liu, Edward C. Malthouse, Jon Atle Gulla, Anett Hoppe, Ran Yu, Jiqun Liu:
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), Madrid, Spain, July 15, 2022. CEUR Workshop Proceedings 3411, CEUR-WS.org 2023 [contents]
2022
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Özlem Özgöbek, Andreas Lommatzsch, Benjamin Kille, Peng Liu, Zhixin Pu, Jon Atle Gulla:
Proceedings of the 9th International Workshop on News Recommendation and Analytics (INRA 2021) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), Amsterdam, Netherlands, September 27, 2021. CEUR Workshop Proceedings 3143, CEUR-WS.org 2022 [contents]
2020
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Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla:
ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Communications in Computer and Information Science 1323, Springer 2020, ISBN 978-3-030-65964-6 [contents]
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Özlem Özgöbek, Benjamin Kille, Jon Atle Gulla, Andreas Lommatzsch:
Proceedings of the 7th International Workshop on News Recommendation and Analytics in conjunction with 13th ACM Conference on Recommender Systems, INRA@RecSys 2019, Copenhagen, Denmark, September 20, 2019. CEUR Workshop Proceedings 2554, CEUR-WS.org 2020 [contents]
2016
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Jon Atle Gulla, Bei Yu, Özlem Özgöbek, Nafiseh Shabib:
Proceedings of the 3rd International Workshop on News Recommendation and Analytics (INRA 2015) co-located with 9th ACM Conference on Recommender Systems (RecSys 2015), Vienna, Austria, September 20, 2015. CEUR Workshop Proceedings 1542, CEUR-WS.org 2016 [contents]

Informal and Other Publications

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2022
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Manel Slokom, Özlem Özgöbek, Martha A. Larson:
Gender In Gender Out: A Closer Look at User Attributes in Context-Aware Recommendation. CoRR abs/2207.14218 (2022)

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