Markus Zanker

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 78

Top Venues

RecSys

J. Inf. Technol. Tour.

CoRR

ENTER

Publications

Laurens Rook, Markus Zanker, Dietmar Jannach
Are We Losing Interest in Context-Aware Recommender Systems? UMAP (Adjunct Publication) (2024)
Dietmar Jannach, Markus Zanker
A Survey on Intent-aware Recommender Systems. CoRR (2024)
Emanuele Cavenaghi, Alessio Zanga, Alessandro Rimoldi, Paolo Minasi, Markus Zanker, Fabio Stella
Analysis of Relevant Factors in Online Hotel Recommendation Through Causal Models. RecTour@RecSys (2023)
Julia Neidhardt, Wolfgang Wörndl, Tsvi Kuflik, Dmitri Goldenberg, Markus Zanker
Workshop on Recommenders in Tourism (RecTour) 2023. RecSys (2023)
Emanuele Cavenaghi, Gabriele Sottocornola, Fabio Stella, Markus Zanker
A Systematic Study on Reproducibility of Reinforcement Learning in Recommendation Systems. Trans. Recomm. Syst. 1 (3) (2023)
Panagiotis Symeonidis, Luca Bellinazzi, ChemsEddine Berbague, Markus Zanker
Safe and Effective Recommendation of Drug Combinations based on Matrix Co-Factorization. CBMS (2023)
Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2023)
Panagiotis Symeonidis, Grigorios Manitaras, Markus Zanker
Accurate and Safe Drug Recommendations based on Singular Value Decomposition. CBMS (2023)
Panagiotis Symeonidis, Stergios Chairistanidis, Markus Zanker
Safe, effective and explainable drug recommendation based on medical data integration. User Model. User Adapt. Interact. 32 (5) (2022)
Emanuele Cavenaghi, Lorenzo Camaione, Paolo Minasi, Gabriele Sottocornola, Fabio Stella, Markus Zanker
An Online Experiment of a Price-Based Re-Rank Algorithm. RecTour@RecSys (2022)
Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2022)
Gabriele Sottocornola, Sanja Baric, Maximilian Nocker, Fabio Stella, Markus Zanker
Picture-based and conversational decision support to diagnose post-harvest apple diseases. Expert Syst. Appl. 189 (2022)
Panagiotis Symeonidis, Dmitry Chaltsev, ChemsEddine Berbague, Markus Zanker
Sequence-aware news recommendations by combining intra- with inter-session user information. Inf. Retr. J. 25 (4) (2022)
Ludovik Coba, Roberto Confalonieri, Markus Zanker
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems. IEEE Comput. Intell. Mag. 17 (1) (2022)
Panagiotis Symeonidis, Stergios Chairistanidis, Markus Zanker
Deep Reinforcement Learning for Medicine Recommendation. BIBE (2022)
Panagiotis Symeonidis, Lidija Kirjackaja, Markus Zanker
Session-Based Recommendation Along with the Session Style of Explanation. ECML/PKDD (1) (2022)
Dietmar Jannach, Pearl Pu, Francesco Ricci, Markus Zanker
Recommender Systems: Trends and Frontiers. AI Mag. 43 (2) (2022)
Julia Neidhardt, Wolfgang Wörndl, Tsvi Kuflik, Dmitri Goldenberg, Markus Zanker
Workshop on Recommenders in Tourism (RecTour). RecSys (2022)
Emanuele Cavenaghi, Lorenzo Camaione, Paolo Minasi, Gabriele Sottocornola, Fabio Stella, Markus Zanker
An Analysis of User Click Behaviour in Online Hotel Search. IIR (2022)
ChemsEddine Berbague, Hassina Seridi-Bouchelaghem, Nour El Islem Karabadji, Panagiotis Symeonidis, Markus Zanker
An evolutionary-based approach for providing accurate and novel recommendations. Int. J. Bus. Intell. Data Min. 21 (2) (2022)
Yong Zheng, Li Chen, Markus Zanker, Panagiotis Symeonidis
JIIS preface for the special issue on advances in recommender systems. J. Intell. Inf. Syst. 58 (2) (2022)
Dietmar Jannach, Pearl Pu, Francesco Ricci, Markus Zanker
Recommender Systems: Past, Present, Future. AI Mag. 42 (3) (2021)
Panagiotis Symeonidis, Christos Andras, Markus Zanker
Treatment Recommendations for COVID-19 Patients along with Robust Explanations. CBMS (2021)
Gabriele Sottocornola, Fabio Stella, Markus Zanker
Counterfactual Contextual Multi-Armed Bandit to Diagnose Post-Harvest Diseases of Apple. WI/IAT (2021)
Gabriele Sottocornola, Fabio Stella, Markus Zanker
Counterfactual Contextual Multi-Armed Bandit: a Real-World Application to Diagnose Apple Diseases. CoRR (2021)
Panagiotis Symeonidis, Lidija Kirjackaja, Markus Zanker
Session-based news recommendations using SimRank on multi-modal graphs. Expert Syst. Appl. 180 (2021)
Emanuele Cavenaghi, Gabriele Sottocornola, Fabio Stella, Markus Zanker
Non Stationary Multi-Armed Bandit: Empirical Evaluation of a New Concept Drift-Aware Algorithm. Entropy 23 (3) (2021)
Gabriele Sottocornola, Sanja Baric, Fabio Stella, Markus Zanker
Case Study on the Development of a Recommender for Apple Disease Diagnosis with a Knowledge-based Bayesian Network (Long paper). KaRS/ComplexRec@RecSys (2021)
Panagiotis Symeonidis, Stergios Chairistanidis, Markus Zanker
Recommending What Drug to Prescribe Next for Accurate and Explainable Medical Decisions. CBMS (2021)
Julia Neidhardt, Wolfgang Wörndl, Tsvi Kuflik, Markus Zanker
Workshop on Recommenders in Tourism (RecTour). RecSys (2021)
Panagiotis Symeonidis, Dmitry Chaltsev, Markus Zanker, Yannis Manolopoulos
News Recommendations by Combining Intra-session with Inter-session and Content-Based Probabilistic Modelling. ICCCI (2021)
Tsvi Kuflik, Catalin-Mihai Barbu, Amra Delic, Dmitri Goldenberg, Julia Neidhardt, Ludovik Coba, Markus Zanker
WebTour 2021 Workshop on Web Tourism. WSDM (2021)
Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco M. Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker
Third Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2021)
Vito Walter Anelli, Pierpaolo Basile, Toine Bogers, Tommaso Di Noia, Francesco Maria Donini, Bamshad Mobasher, Cataldo Musto, Fedelucio Narducci, Casper Petersen, Maria Soledad Pera, Markus Zanker
Report on the 3rd workshop of knowledge-aware and conversational recommender systems (KARS/ComplexRec) at RecSys 2021. SIGIR Forum 55 (2) (2021)
Panagiotis Symeonidis, Andrea Janes, Dmitry Chaltsev, Philip Giuliani, Daniel Morandini, Andreas Unterhuber, Ludovik Coba, Markus Zanker
Recommending the Video to Watch Next: An Offline and Online Evaluation at YOUTV.de. RecSys (2020)
Ludovik Coba, Laurens Rook, Markus Zanker
Choosing between hotels: impact of bimodal rating summary statistics and maximizing behavioral tendency. J. Inf. Technol. Tour. 22 (1) (2020)
Gabriele Sottocornola, Maximilian Nocker, Fabio Stella, Markus Zanker
Contextual multi-armed bandit strategies for diagnosing post-harvest diseases of apple. IUI (2020)
Erich Teppan, Markus Zanker
Exploiting Answer Set Programming for Building explainable Recommendations. ISMIS (2020)
Ulrike Gretzel, Matthias Fuchs, Rodolfo Baggio, Wolfram Höpken, Rob Law, Julia Neidhardt, Juho Pesonen, Markus Zanker, Zheng Xiang
e-Tourism beyond COVID-19: a call for transformative research. J. Inf. Technol. Tour. 22 (2) (2020)
Panagiotis Symeonidis, Lidija Kirjackaja, Markus Zanker
Session-aware news recommendations using random walks on time-evolving heterogeneous information networks. User Model. User Adapt. Interact. 30 (4) (2020)
Laurens Rook, Adem Sabic, Markus Zanker
Engagement in proactive recommendations. J. Intell. Inf. Syst. 54 (1) (2020)
Ludovik Coba, Laurens Rook, Markus Zanker, Panagiotis Symeonidis
Decision making strategies differ in the presence of collaborative explanations: two conjoint studies. IUI (2019)
Panagiotis Symeonidis, Ludovik Coba, Markus Zanker
Counteracting the filter bubble in recommender systems: Novelty-aware matrix factorization. Intelligenza Artificiale 13 (1) (2019)
Ludovik Coba, Panagiotis Symeonidis, Markus Zanker
Personalised novel and explainable matrix factorisation. CoRR (2019)
Julia Neidhardt, Wolfgang Wörndl, Tsvi Kuflik, Markus Zanker, Catalin-Mihai Barbu
RecTour 2019: workshop on recommenders in tourism. RecSys (2019)
Laurens Rook, Markus Zanker
Session details: Doctoral Consortium. UMAP (2019)
Markus Zanker, Laurens Rook, Dietmar Jannach
Measuring the impact of online personalisation: Past, present and future. Int. J. Hum. Comput. Stud. 131 (2019)
Ludovik Coba, Markus Zanker, Laurens Rook
Decision Making Based on Bimodal Rating Summary Statistics - An Eye-Tracking Study of Hotels. ENTER (2019)
Panagiotis Symeonidis, Ludovik Coba, Markus Zanker
Improving Time-Aware Recommendations in Open Source Packages. Int. J. Artif. Intell. Tools 28 (6) (2019)
Armin Niederkofler, Sanja Baric, Giancarlo Guizzardi, Gabriele Sottocornola, Markus Zanker
Knowledge Models for Diagnosing Postharvest Diseases of Apples. JOWO (2019)
Ludovik Coba, Panagiotis Symeonidis, Markus Zanker
Personalised novel and explainable matrix factorisation. Data Knowl. Eng. 122 (2019)
Ludovik Coba, Markus Zanker, Laurens Rook, Panagiotis Symeonidis
Exploring Users' Perception of Collaborative Explanation Styles. CBI (1) (2018)
Ludovik Coba, Panagiotis Symeonidis, Markus Zanker
Novelty-Aware Matrix Factorization Based on Items' Popularity. AI*IA (2018)
Ludovik Coba, Markus Zanker, Laurens Rook, Panagiotis Symeonidis
Exploring Users' Perception of Rating Summary Statistics. UMAP (2018)
Maximilian Nocker, Gabriele Sottocornola, Markus Zanker, Sanja Baric, Greice Amaral Carneiro, Fabio Stella
Picture-based navigation for diagnosing post-harvest diseases of apple. RecSys (2018)
Ludovik Coba, Panagiotis Symeonidis, Markus Zanker
Replicating and Improving Top-N Recommendations in Open Source Packages. WIMS (2018)
Gabriele Sottocornola, Panagiotis Symeonidis, Markus Zanker
Session-based News Recommendations. WWW (Companion Volume) (2018)
Julia Neidhardt, Wolfgang Wörndl, Tsvi Kuflik, Markus Zanker
ACM recsys workshop on recommenders in tourism (rectour 2018). RecSys (2018)
Ludovik Coba, Markus Zanker, Laurens Rook, Panagiotis Symeonidis
Exploring Users' Perception of Collaborative Explanation Styles. CoRR (2018)
Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker
Knowledge-aware and conversational recommender systems. RecSys (2018)
Ludovik Coba, Markus Zanker, Laurens Rook, Panagiotis Symeonidis
Decision Making of Maximizers and Satisficers Based on Collaborative Explanations. CoRR (2018)
Gabriele Sottocornola, Fabio Stella, Markus Zanker, Francesco Canonaco
Towards a deep learning model for hybrid recommendation. WI (2017)
Ludovik Çoba, Panagiotis Symeonidis, Markus Zanker
Reproducing and Prototyping Recommender Systems in R. IIR (2017)
Sergejs Pugacs, Sven Helmer, Markus Zanker
A Framework for Comparing Interactive Route Planning Apps in Tourism. EnCHIReS@EICS (2017)
Ludovik Çoba, Markus Zanker
Replication and Reproduction in Recommender Systems Research - Evidence from a Case-Study with the rrecsys Library. IEA/AIE (1) (2017)
Ludovik Çoba, Panagiotis Symeonidis, Markus Zanker
Visual Analysis of Recommendation Performance. RecSys (2017)
Amra Delic, Julia Neidhardt, Laurens Rook, Hannes Werthner, Markus Zanker
Researching Individual Satisfaction with Group Decisions in Tourism: Experimental Evidence. ENTER (2017)
Khalid Alhamed, Markus Zanker, Shakre Elmane, Marius Silaghi
P2P Meta-Recommenders: Aggregated Diversity Maximization as a Bulwark against Attacks on Reviewers. WI (2016)
Markus Zanker
Persuasive recommender systems - Keynote. EnCHIReS@EICS (2016)
Ludovik Çoba, Markus Zanker
rrecsys: An R-package for Prototyping Recommendation Algorithms. RecSys Posters (2016)
Dietmar Jannach, Paul Resnick, Alexander Tuzhilin, Markus Zanker
Recommender systems - : beyond matrix completion. Commun. ACM 59 (11) (2016)
Marco Rossetti, Fabio Stella, Markus Zanker
Contrasting Offline and Online Results when Evaluating Recommendation Algorithms. RecSys (2016)
Marco Rossetti, Fabio Stella, Markus Zanker
Analyzing user reviews in tourism with topic models. J. Inf. Technol. Tour. 16 (1) (2016)
Amra Delic, Julia Neidhardt, Thuy Ngoc Nguyen, Francesco Ricci, Laurens Rook, Hannes Werthner, Markus Zanker
Observing Group Decision Making Processes. RecSys (2016)
Chulmo Koo, Kyung Hyan Yoo, Jae-Nam Lee, Markus Zanker
Special section on generative smart tourism systems and management: Man-machine interaction. Int. J. Inf. Manag. 36 (6) (2016)
Hannes Werthner, Aurkene Alzua-Sorzabal, Lorenzo Cantoni, Astrid Dickinger, Ulrike Gretzel, Dietmar Jannach, Julia Neidhardt, Birgit Pröll, Francesco Ricci, Miriam Scaglione, Brigitte Stangl, Oliviero Stock, Markus Zanker
Future research issues in IT and tourism. J. Inf. Technol. Tour. 15 (1) (2015)
Adem Sabic, Markus Zanker
Investigating User's Information Needs and Attitudes Towards Proactivity in Mobile Tourist Guides. ENTER (2015)
Marco Rossetti, Fabio Stella, Longbing Cao, Markus Zanker
Analysing User Reviews in Tourism with Topic Models. ENTER (2015)
Dietmar Jannach, Markus Zanker, Matthias Fuchs
Leveraging multi-criteria customer feedback for satisfaction analysis and improved recommendations. J. Inf. Technol. Tour. 14 (2) (2014)
Marco Rossetti, Fabio Stella, Markus Zanker
Towards Explaining Latent Factors with Topic Models in Collaborative Recommender Systems. DEXA Workshops (2013)
Arthur Pitman, Josef Bernhart, Christian Posch, Martin Zambaldi, Markus Zanker
Time-of-Arrival Estimation in Mobile Tour Guides. ENTER (2013)
Dietmar Jannach, Markus Zanker
Modeling and Solving Distributed Configuration Problems: A CSP-Based Approach. IEEE Trans. Knowl. Data Eng. 25 (3) (2013)
Arthur Pitman, Markus Zanker, Johann Gamper, Periklis Andritsos
Individualized Hiking Time Estimation. DEXA Workshops (2012)
Markus Zanker
The influence of knowledgeable explanations on users' perception of a recommender system. RecSys (2012)
Matthias Fuchs, Markus Zanker
Multi-criteria Ratings for Recommender Systems: An Empirical Analysis in the Tourism Domain. EC-Web (2012)
Dietmar Gräbner, Markus Zanker, Günther Fliedl, Matthias Fuchs
Classification of Customer Reviews based on Sentiment Analysis. ENTER (2012)
Arnaud Hubaux, Dietmar Jannach, Conrad Drescher, Leonardo Murta, Tomi Männistö, Krzysztof Czarnecki, Patrick Heymans, Tien Nguyen, Markus Zanker
Unifying Software, Product Configuration: A Research Roadmap. Configuration Workshop (2012)
Rita Faullant, Ines Krajger, Markus Zanker
Identification of Innovative Users for New Service Development in Tourism. ENTER (2012)
Dietmar Jannach, Markus Zanker, Mouzhi Ge, Marian Gröning
Recommender Systems in Computer Science and Information Systems - A Landscape of Research. EC-Web (2012)
Markus Zanker, Markus Jessenitschnig, Martin Stromberger
Harnessing geo-tagged resources for Web personalization. SAC (2012)
Tommaso Di Noia, Roberto Mirizzi, Vito Claudio Ostuni, Davide Romito, Markus Zanker
Linked open data to support content-based recommender systems. I-SEMANTICS (2012)
Arthur Pitman, Markus Zanker
An Empirical Study of Extracting Multidimensional Sequential Rules for Personalization and Recommendation in Online Commerce. Wirtschaftsinformatik (2011)
Gerhard Friedrich, Markus Zanker
A Taxonomy for Generating Explanations in Recommender Systems. AI Mag. 32 (3) (2011)
Markus Zanker, Wolfram Höpken, Matthias Fuchs
Exploiting Feedback from Users of innsbruck.mobile for Personalization. ENTER (2011)
Wolfram Höpken, Matthias Fuchs, Markus Zanker, Thomas Beer
Context-Based Adaptation of Mobile Applications in Tourism. J. Inf. Technol. Tour. 12 (2) (2010)
Markus Zanker, Markus Jessenitschnig, Wolfgang Schmid
Preference reasoning with soft constraints in constraint-based recommender systems. Constraints An Int. J. 15 (4) (2010)
Markus Zanker, Francesco Ricci, Dietmar Jannach, Loren G. Terveen
Measuring the impact of personalization and recommendation on user behaviour. Int. J. Hum. Comput. Stud. 68 (8) (2010)
Markus Zanker, Daniel Ninaus
Knowledgeable Explanations for Recommender Systems. Web Intelligence (2010)
Arthur Pitman, Markus Zanker, Matthias Fuchs, Maria Lexhagen
Web Usage Mining in Tourism - A Query Term Analysis and Clustering Approach. ENTER (2010)
Arthur Pitman, Markus Zanker
Insights from Applying Sequential Pattern Mining to E-commerce Click Stream Data. ICDM Workshops (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Markus Zanker