Sayantan Polley
M.Sc. Sayantan Polley
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
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]