Publications
Sertkan, M., Neidhardt, J., Werthner, H. (2020) PicTouRe - A Picture-Based Tourism Recommender, Association for Computing Machinery, New York, United States, RecSys '20: Fourteenth ACM Conference on Recommender Systems. Virtual Event. Brazil. September, 2020.
Zlabinger, M., Sabou, R., Hofstätter, S., Sertkan, M. (2020) DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts, Association for Computing Machinery, New York, NY, United States, SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval.
Hofstätter, S., Althammer, S., Schröder, M., Sertkan, M. (2020) Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation, ArXiv, 2010.02666-.
Hofstätter, S., Zlabinger, M., Sertkan, M., Schröder, M. (2020) Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering, Association for Computing Machinery, Proceedings of the 29th ACM International Conference on Information & Knowledge Management, .
Sertkan, M., Neidhardt, J., Werthner, H. (2020) Eliciting Touristic Profiles: A User Study on Picture Collections., Association for Computing Machinery, New York, NY, USA, UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization.
Sertkan, M., Neidhardt, J., Werthner, H. (2020) From Pictures to Travel Characteristics: Deep Learning-Based Profiling of Tourists and Tourism Destinations, Springer, Information and Communication Technologies in Tourism 2020. Proceedings of the International Conference in Surrey, United Kingdom, January 08-10, 2020.
Sertkan, M. (2019) Classifying and Mapping eTourism Datasets, Pre-Conference Workshop (PhD) of ENTER 2019 The 26th Annual eTourism Conference, Nicosia, Cyprus.
Sertkan, M., Neidhardt, J., Werthner, H. (2019) Von Reisezielmerkmalen zur Reisezielpersönlichkeit, Tourismuswissen - quarterly, April-.
Sertkan, M., Neidhardt, J., Werthner, H. (2019) Documents, Topics, and Authors: Text Mining of Online News., Proceedings of 21st IEEE International Conference on Business Informatics (CBI).
Sertkan, M., Neidhardt, J., Werthner, H. (2019) From Pictures to Touristic Profiles: A Deep-Learning Based Approach, ProceedingsDSRS-Turing´19..
Sertkan, M., Neidhardt, J., Werthner, H. (2018) Mapping of Tourism Destinations to Travel Behavioural Patterns, Springer, Cham, Information and Communication Technologies in Tourism 2018, .
Sertkan, M. (2018) Classifying and mapping e-Tourism data sets, , Master thesis at Institut für Information Systems Engineering, .
Sertkan, M., Neidhardt, J., Werthner, H. (2018) What is the "Personality" of a tourism destination?, Information Technology & Tourism, online-, .
Grossmann, W., Sertkan, M., Neidhardt, J., Werthner, H. (2018) Pictures as a tool for matching tourist preferences with destinations., DeGruyter, Personalized Human-Computer Interaction., .