de

Sayantan Polley

Bild von Sayantan Polley

M.Sc. Sayantan Polley

Otto von Guericke University Magdeburg
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
Gebäude 29, Universitätsplatz 2, 39106 Magdeburg, G29-118

Research Areas:

  • Text Mining
  • Explainable AI

Vita

11/2018 Research assistant at the Data and Knowledge Engineering group
 11/2018 Master's thesis title "An algorithm to incorporate labels and learn a topic hierarchy"
10/2016 Start of studies in Data and Knowledge Engineering (Master) at the Otto von Guericke University Magdeburg
07/2007 - 09/2016 Software developer and business consulting at PwC, Deloitte and Oracle India
05/2007 Bachelor's thesis titled "Classification of EEG Signals Using the Wavelet Transform and ANN"
07/2003 Start of studies in Electrical Engineering (Bachelor) at Jadavpur University, Calcutta, India

Winter Term 2020/21

Information Retrieval (Exercise)

Summer Term 2020

Advanced Topics in Machine Learning (Exercise)

Winter Term 2019/20

Information Retrieval (Exercise)

Summer Term 2019

Advanced Topics in Machine Learning (Exercise)

Winter Term 2018/2019

Machine Learning (Exercise)

Winter Term 2017/2018

Machine Learning (Exercise)

2023

Article in conference proceedings

Approach for exploring a search map through audible landmarks in Virtual Reality

Klein, Florian; Höbel-Müller, Juliane; Polley, Sayantan; Werner, Stephan; Nürnberger, Andreas

In: DAGA 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V., S. 1617-1619, ISBN: 978-3-939296-21-8

2022

Book chapter

X-vision - explainable image retrieval by re-ranking in semantic space

Polley, Sayantan; Mondal, Subhajit; Mannam, Venkata Srinath; Kumar, Kushagra; Patra, Subhankar; Nürnberger, Andreas

In: CIKM '22: proceedings of the 31th ACM International Conference on Information & Knowledge Management , 2022 - New York, NY : Association for Computing Machinery ; Al Hasan, Mohammad, S. 4955-4959 [Konferenz: 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, USA, October 17 - 21, 2022]

Towards explainable search in legal text

Polley, Sayantan

In: Advances in information retrieval - 44th European conference on IR research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, proceedings, part II , 2022 , 1st ed. 2022. - Cham : Springer International Publishing ; Hagen, Matthias, S. 528-536 - ( Lecture notes in computer science; volume 13186) [Konferenz: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022]

2021

Book chapter

IRTEX: Image Retrieval with Textual Explanations

Gupta, Tarun; Kutty, Libin; Gahir, Ritu; Ukwu, Nnamdi; Polley, Sayantan; Thiel, Marcus

In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) / IEEE International Conference on Human-Machine Systems , 2021 - IEEE : IEEE, insges. 4 S. [Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021]

Towards trustworthiness in the context of explainable search

Polley, Sayantan; Koparde, Rashmi Raju; Gowri, Akshaya Bindu; Perera, Maneendra; Nürnberger, Andreas

In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval / Diaz , Fernando - New York,NY,United States : Association for Computing Machinery ; Diaz, Fernando . - 2021, S. 2580-2584 [Konferenz: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '21, virtual event, July 11 - 15, 2021]

Evaluating reliability in explainable search

Dey, Aditya; Radhakrishna, Chandan; Lima, Nishitha Nancy; Shashidhar, Suraj; Polley, Sayantan; Thiel, Marcus; Nürnberger, Andreas

In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) / IEEE International Conference on Human-Machine Systems , 2021 - IEEE : IEEE, insges. 4 S. [Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021]

Article in conference proceedings

ExDocS - evidence based explainable document search

Polley, Sayantan; Janki, Atin; Thiel, Marcus; Hoebel-Mueller, Juliane; Nürnberger, Andreas

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021, insges. 8 S. [Konferenz: SIGIR Workshop: Causality in Search and Recommendation '21, online, July 2021]

2020

Book chapter

SIMFIC - an explainable book search companion

Polley, Sayantan; Ghosh, Suhita; Thiel, Marcus; Kotzyba, Michael; Nürnberger, Andreas

In: Proceedings of the 2020 IEEE International Conference on Human-Machine Systems (ICHMS) , 2020 - [Piscataway, NJ] : IEEE ; Fortino, Giancarlo [Konferenz: 2020 IEEE International Conference on Human-Machine Systems (ICHMS), Rome, 7.-9. September 2020]

2019

Book chapter

The ISMIR explorer - a visual interface for exploring 20 years of ISMIR publications

Low, Thomas; Hentschel, Christian; Polley, Sayantan; Das, Anustup; Sack, Harald; Nürnberger, Andreas; Stober, Sebastian

In: ISMIR 2019 - International Society for Music Information Retrieval ; Flexer, Arthur, S. 754-760 [Konferenz: 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4 - 8, 2019]

Last Modification: 27.10.2020 -
Contact Person: