Hasso-Plattner-Institut
Prof. Dr. Emmanuel Müller
  
 

Davide Mottin

Davide Mottin

Postdoctoral Researcher
Chair for Knowledge Discovery and Data Mining

Research associate
Section Geoinformatics (GFZ)

 

Contact Information

Email: davide.mottin(at)hpi.de
Tel: +49 331 5509 1374
Office: E 1-02.2

We also provide new and exciting master theses. For further details follow this link or come by my office.

Education and Working Experience

Teaching Experience

  • [2018-Summer] Smart representations for big Data Analytics
  • [2017-Winter] Graph mining, Bachelor Project on Graph Exploration
  • [2017-Summer] Smart representations for big data Analytics
  • [2016-Winter] Data Analytics Workshop for Bosch
  • [2016-Winter] Graph mining 
  • [2016-Summer] Master project on Exploring Large Graphs
  • [2015] Information Systems - Teaching Assistant
  • [2012-2014] Functional programming (Italian) - Teaching Assistant

Book chapters

  1. Davide Mottin, Yinghui Wu. Graph exploration and search. Sakr Sherif and Albert Zomay (eds), Encyclopedia of Big Data Technologies. Springer, Cham.

Editorship

Tutorials

  1. Davide Mottin, Emmanuel Müller. Graph Exploration: Let me Show what is Relevant in your Graph. KDD 2018. 
  2. Davide Mottin, Matteo Lissandrini, Yannis Velegrakis, Themis Palpanas. New trends on Exploratory Methods for Data Analytics. VLDB 2017 (paper)
  3. Davide Mottin, Emmanuel Müller. Graph Exploration: From the User to Large Graphs. SIGMOD 2017 (paper)
  4. Davide Mottin, Anja Jentzsch, Emmanuel Müller. Graph Exploration: Taking the User into the Loop. CIKM 2016. (website) 

Publications

Complete list: Google Scholar - ACM - DBLP

  1. Anton Tsistulin, Davide Mottin, Panagiotis Karras, Alex Bronstein, Emmanuel Müller. NetLSD: Hearing the Shape of a Graph. KDD 2018 (PDF)
  2. Matteo Lissandrini, Davide Mottin, Yannis Velegrakis, Themis Palpanas. X2Q: Your Personal Example-based Graph Explorer. Proceedings of the Conference in Very Large Databases (PVLDB) 2018 (demo, to appear)(PDF)
  3. Freya Behrens, Sebastian Bischoff, Pius Ladenburger, Julius Rückin, Laurenz Seidel, Fabian Stolp, Michael Vaichenker, Adrian Ziegler, Davide Mottin, Fatemeh Aghaei, Emmanuel Müller, Martin Preusse, Nikola Müller.Michael Hunger. MetaExp: Interactive Exploration and Explanation of Large Knowledge Graphs. WWW 2018 (demo)(PDF)(supplementary material)
  4. Matteo Lissandrini, Davide Mottin, Yannis Velegrakis, Themis Palpanas. Multi-Example Search in Rich Information Graphs. ICDE 2018 (PDF)
  5. Davide Mottin, Bastian Grasnick , Axel Kroschk , Patrick Siegler , Emmanuel Müller. Notable Characteristics Search through Knowledge Graphs. EDBT 2018 (PDF)
  6. Anton Tsistulin, Davide Mottin, Panagiotis Karras, Emmanuel Müller. VERSE: Versatile Graph Embeddings from Similarity Measures. WWW 2018 (PDF)
  7. Giulia Preti, Matteo Lissandrini, Davide Mottin, Yannis Velegrakis. Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs. EDBT 2018 (PDF)
  8. Davide Mottin, Matteo Lissandrini, Themis Palpanas, Yannis Velegrakis. Exemplar Queries: A New Way of Searching. VLDB Journal, 2016, 25(6) (PDF)
  9. Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis. A Holistic and Principle Approach for the Empty-Answer Problem. VLDB Journal, 2016, 25(4), pp.597-622. (PDF)(supporting material)
  10. Davide Mottin, Francesco Bonchi, Francesco Gullo. Graph Query Reformulation With Diversity. KDD, 2015 (PDF)(slides)(poster).
  11. Matteo Lissandrini, Davide Mottin, Dimitra Papadimitriou, Themis Palpanas, Yannis Velegrakis. Unleashing the Power of Information Graphs. ACM SIGMOD Record 43(4), 2014. (PDF)
  12. Davide Mottin, Matteo Lissandrini, Themis Palpanas, Yannis Velegrakis. Exemplar Queries: Give me an Example of What You Need. Proceedings of the Conference in Very Large Databases (PVLDB), 7(5). (PDF)(slides)(supporting material)
  13. Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis. A Probabilistic Optimization Framework for the Empty-Answer Problem. Proceedings of the Conference in Very Large Databases (PVLDB), 6(14). (PDF)(slides)(supporting material)
  14. Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis. IQR: An Interactive Query Relaxation System for the Empty-Answer ProblemSIGMOD, 2014 (demo, PDF)(poster)(video)
  15. Davide Mottin, Matteo Lissandrini, Themis Palpanas, Yannis Velegrakis. Searching with XQ: the eXemplar Query Search Engine. SIGMOD, 2014 (demo, PDF)(poster).
  16. Davide Mottin, Themis Palpanas, Yannis Velegrakis. Entity ranking using click-log informationIntelligent Data Analysis Journal, 17(5), 2013. (PDF)(supporting material)(demo)

Professional Service

PC Member

Journal Reviewer

External Reviewer

  • 2018: KDD
  • 2017: KDD, SDM, VLDB
  • 2016: VLDB, EDBT, KDD, CIKM
  • 2015: VLDB, ICDE, EDBT, Big-O(Q) VLDB Workshop, IKC Workshop
  • 2014: WWW, WSDM, ICDE
  • 2013: WWW, WSDM,
  • 2011: VLDB

Other services

PhD Thesis

  • Davide Mottin, Themis Palpanas, Yannis Velegrakis. Advanced Query Paradigms for the Novice User. PhD thesis, 2015. (PDF)(presentation)