Daniel Herzog (M.Sc.)

E-Mail:herzogd[AT]in.tum.de
Twitter:Follow @dhmuc


I left TUM in October 2019!

Daniel was a research assistant and doctoral student at the Chair of Connected Mobility at the Technische Universität München (TUM). He holds a M.Sc. in Information Systems from TUM and a Honours Degree in Technology Management from the Center for Digital Technology and Management (CDTM). During his studies, he visited the Université de Sherbrooke in Canada and Télécom ParisTech in France. Furthermore, he worked for 1&1 Internet AG, BMW and 4A Solutions GmbH.

Past Research Projects

Software & Stuff

  • TourRec: A recommender system for personalized Tourist Trips. TourRec is continously being developed and used as a starting point for many theses and research projects. Please find more information about TourRec on the website. The Android app is available for download on Google Play.

Publications

2020

  • Najafian, Shabnam; Herzog, Daniel; Qiu, Sihang; Inel, Oana; Tintarev, Nava: You Do Not Decide for Me! Evaluating Explainable Group Aggregation Strategies for Tourism. Proceedings of the 31st ACM Conference on Hypertext and Social Media, ACM, 2020 mehr…
  • Wörndl, Wolfgang; Herzog, Daniel: Mobile Applications for e-Tourism. In: Handbook of e-Tourism. Springer International Publishing, 2020 mehr…

2019

  • Herzog, Daniel; Dietz, Linus W.; Wörndl, Wolfgang: Tourist Trip Recommendations -- Foundations, State of the Art and Challenges. In: Augstein, Miriam; Herder, Eelco; Wolfgang, Wörndl (Hrsg.): Personalized Human-Computer Interaction. De Gruyter Oldenbourg, 2019, 159–-182 mehr…
  • Herzog, Daniel; Sikander, Sherjeel; Wörndl, Wolfgang: Integrating Route Attractiveness Attributes into Tourist Trip Recommendations. Companion Proceedings of The 2019 World Wide Web Conference on - WWW '19, ACM Press, 2019 mehr…
  • Herzog, Daniel; Wörndl, Wolfgang: A User Study on Groups Interacting with Tourist Trip Recommender Systems in Public Spaces. Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization - UMAP '19, ACM Press, 2019 mehr…
  • Herzog, Daniel; Wörndl, Wolfgang: User-Centered Evaluation of Strategies for Recommending Sequences of Points of Interest to Groups. Proceedings of the 13th ACM Conference on Recommender Systems - RecSys '19, ACM Press, 2019 mehr…

2018

  • Dietz, Linus W.; Herzog, Daniel; Wörndl, Wolfgang: Deriving Tourist Mobility Patterns from Check-in Data. Proceedings of the WSDM 2018 Workshop on Learning from User Interactions, 2018 mehr…
  • Herzog, Daniel; Laß, Christopher; Wörndl, Wolfgang: TourRec — A Tourist Trip Recommender System for Individuals and Groups. Proceedings of the 12th ACM Conference on Recommender Systems - RecSys '18, ACM Press, 2018 mehr…
  • Herzog, Daniel; Promponas-Kefalas, Nikolaos; Wörndl, Wolfgang: Integrating Public Displays into Tourist Trip Recommender Systems. Proceedings of the 3rd Workshop on Recommenders in Tourism co-located with 12th ACM Conference on Recommender Systems (RecSys '18), 2018 mehr…

2017

  • Herzog, Daniel: Recommending a Sequence of Points of Interest to a Group of Users in a Mobile Context. Proceedings of the Eleventh ACM Conference on Recommender Systems - RecSys '17, ACM Press, 2017 mehr…
  • Herzog, Daniel; Massoud, Hesham; Wörndl, Wolfgang: RouteMe. Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization - UMAP '17, ACM Press, 2017 mehr…
  • Herzog, Daniel; Wörndl, Wolfgang: Mobile and Context-Aware Event Recommender Systems. In: Lecture Notes in Business Information Processing. Springer International Publishing, 2017 mehr…
  • Laß, Christopher; Herzog, Daniel; Wörndl, Wolfgang: Context-Aware Tourist Trip Recommendations. Proceedings of the 2nd Workshop on Recommenders in Tourism co-located with 11th ACM Conference on Recommender Systems (RecSys '17), 2017 mehr…
  • Siddiqui, Sajjad Ali; Herzog, Daniel; Wörndl, Wolfgang: Real-Time Public Transport Navigation on Smartwatches. Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization - UMAP '17, ACM Press, 2017 mehr…
  • Wörndl, Wolfgang; Hefele, Alexander; Herzog, Daniel: Recommending a sequence of interesting places for tourist trips. Information Technology & Tourism 17 (1), 2017, 31-54 mehr…

2016

  • Herzog, Daniel; Wörndl, Wolfgang: Collaborative and Social Mobility Services. Digital Mobility Platforms and Ecosystems, 2016 mehr…
  • Herzog, Daniel; Wörndl, Wolfgang: Exploiting Item Dependencies to Improve Tourist Trip Recommendations. Proceedings of the Workshop on Recommenders in Tourism co-located with 10th ACM Conference on Recommender Systems (RecSys '16), 2016 mehr…
  • Herzog, Daniel; Wörndl, Wolfgang: Extending Content-Boosted Collaborative Filtering for Context-aware, Mobile Event Recommendations. Proceedings of the 12th International Conference on Web Information Systems and Technologies, SCITEPRESS, 2016 mehr…
  • Hiesel, Patrick; Wörndl, Wolfgang; Braunhofer, Matthias; Herzog, Daniel: A User Interface Concept for Context-Aware Recommender Systems. Mensch und Computer 2016-Tagungsband, 2016 mehr…
  • Laß, Christopher; Wörndl, Wolfgang; Herzog, Daniel: A Multi-Tier Web Service and Mobile Client for City Trip Recommendations. Proceedings of the The 8th EAI International Conference on Mobile Computing, Applications and Services, ACM, 2016 mehr…
  • Lenhart, Philip; Herzog, Daniel: Combining Content-based and Collaborative Filtering for Personalized Sports News Recommendations. Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), Boston, MA, USA, September 16, 2016, 2016 mehr…

2015

  • Herzog, Daniel; Wörndl, Wolfgang: Spontaneous Event Recommendations on the Go. Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, Bolzano, Italy, October 22-23, 2015, 2015 mehr…
  • Wörndl, Wolfgang; Ludwig, Michael; Herzog, Daniel: Recommending Customized Trips Based on the Combination of Travel Regions. ENTER 2015 Conference, Lugano, Switzerland, February 3-6, 2015, 2015 mehr…

2014

  • Herzog, Daniel; Wörndl, Wolfgang: A Travel Recommender System for Combining Multiple Travel Regions to a Composite Trip. Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems co-located with the 8th ACM Conference on Recommender Systems, CBRecSys@RecSys 2014, Foster City, Silicon Valley, California, USA, October 6, 2014, 2014 mehr…

Research Activities and Awards

  • 2020: ENTER 2020 Scientific Committee Member
  • 2019: ACM RecSys 2019 Best Short Paper Nomination
  • 2019: RecTour 2019 Program Committee
  • Since 10/2018: ITüpferl
  • 2018: ENTER 2019 Scientific Committee Member
  • 2018: RecTour 2018 Program Committee
  • 08/2017: Participation in ACM Recommender Systems Doctoral Symposium
  • 08/2017: Participation in the ACM Summer School on Recommender Systems
  • Since 07/2016: ACM Student Member
  • 04/2016: WEBIST 2016 Best Student Paper Award
  • 04/2016: WEBIST 2016 Session Chair

Other Activities

  • 10/2017 - 10/2019: Doctoral Representative of the CeDoSIA Graduate Center and member of the TUM Graduate Council