Projects per year
Organization profile
Organisation Profile
The Discovery Research Group works on artificial intelligence and data science, especially on computational creativity and data mining. In our vision, data analysis is used to make intelligent systems or agents aware of their environments as well as of themselves. Eventually, this leads to self-aware systems that can modify their own behaviour in creative ways as well as explain their behaviours to users. We are particularly interested in data science and text mining/generation applications.
Fields of Science
- 113 Computer and information sciences
- Data science
- Computational creativity
- Artificial intelligence
- Data mining
- 6121 Languages
- Language technology
- Natural language processing
- Natural language generation
- 6160 Other humanities
- Digital humanities
International and National Collaboration
Publications and projects within past five years.
Profiles
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Mark Granroth-Wilding
- Discovery Research Group/Prof. Hannu Toivonen
- Doctoral Programme in Computer Science - Supervisor for doctoral programme
Person: UH
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Leo Leppänen
- Department of Computer Science - Doctoral Researcher
- Discovery Research Group/Prof. Hannu Toivonen
- Doctoral Programme in Computer Science
Person: U1 Research and teaching staff, Doctoral student, UH
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Simo Linkola
- Department of Computer Science - Phd student, Doctoral Researcher
- Discovery Research Group/Prof. Hannu Toivonen
- Doctoral Programme in Computer Science
Person: U1 Research and teaching staff, Doctoral student, UH
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Lidia Pivovarova
- Department of Digital Humanities - Postdoctoral Researcher
- Discovery Research Group/Prof. Hannu Toivonen
Person: U2 Teaching and research staff
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Eliel Soisalon-Soininen
- Department of Computer Science - Doctoral Researcher
- Discovery Research Group/Prof. Hannu Toivonen
- Doctoral Programme in Computer Science
Person: U1 Research and teaching staff, Doctoral student
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Embeddia: Cross-Lingual Embeddings for Less-Represented Languages in European News Media
Toivonen, H. T., Linden, C., Granroth-Wilding, M., Leppänen, L., Alnajjar, K. & Zosa, E.
01/01/2019 → 31/03/2022
Project: Research project
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xCESE: Extreme Continuous Experimentation in Software Engineering
Männistö, T., Fagerholm, F., Yaman, S. & Toivonen, H. T.
01/09/2018 → 31/08/2022
Project: Research project
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NewsEye: A Digital Investigator for Historical Newspapers
Toivonen, H. T., Tolonen, M., Kaukonen, M., Marjanen, J., Granroth-Wilding, M., Leppänen, L., Avikainen, J., Alnajjar, K., Zosa, E. & Hengchen, S.
01/05/2018 → 31/01/2022
Project: Research project
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CACS: Cooperation-Aware Software and Creative Self-Adaptivity
Hadaytullah, H., Linkola, S., Hantula, O., Männistö, T. & Toivonen, H. T.
01/01/2018 → 31/12/2019
Project: Research project
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IA: Immersive Automation: automated storytelling, audience engagement and user experience in a news ecosystem
Linden, C., Moring, T. A., Backholm, K., Hujanen, J., Toivonen, H. T., Granroth-Wilding, M., Leppänen, L., Munezero, M., Haapanen, L. & Sirén-Heikel, S.
Viestintäalan tutkimussäätiö, Sanoma Media Finland Oy, Alma Media Oyj, Conmio Oy, Tekes, Svenska kulturfonden, KSF Media Ab, Keski Pohjanmaan Kirjapaino Oyj
01/12/2016 → 31/05/2018
Project: Research project
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European copyright system as a suitable incentive for AI-based journalism?
Pihlajarinne, T., Thesleff, A. W., Leppänen, L. & Valmari, S. M., 2022, (Accepted/In press) Artificial Intelligence and the Media: Reconsidering Rights and Responsibilities. Pihlajarinne, T. & Alén-Savikko, A. (eds.). Edward ElgarResearch output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
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Integrated interdisciplinary workflows for research on historical newspapers: Perspectives from humanities scholars, computer scientists, and librarians
Oberbichler, S., Boroş, E., Doucet, A., Marjanen, J., Pfanzelter, E., Rautiainen, J., Toivonen, H. & Tolonen, M., Feb 2022, In: Journal of the Association for Information Science and Technology. 73, 2, p. 225-239 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Multilingual Topic Labelling of News Topics using Ontological Mapping
Zosa, E., Pivovarova, L., Boggia, M. & Ivanova, S., 9 Apr 2022, (Accepted/In press).Research output: Conference materials › Paper › peer-review
Open AccessFile -
A Baseline Document Planning Method for Automated Journalism
Leppänen, L. & Toivonen, H., Jun 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Dobnik, S. & Øvrelid, L. (eds.). Linköping: Linköping University Electronic Press, p. 101-111 11 p. (Linköping Electronic Conference Proceedings; no. 178)(NEALT Publication series; no. 45).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Benchmarks for Unsupervised Discourse Change Detection
Duong, Q. Q., Pivovarova, L. & Zosa, E., Sep 2021, Proceedings of the 6th International Workshop on Computational History (HistoInformatics 2021). Sumikawa, Y., Ikejiri, R., Doucet, A., Pfanzelter, E., Hasanuzzaman, M., Dias, G., Milligan, I. & Jatowt, A. (eds.). Aachen: CEUR-WS.org, 12 p. (CEUR workshop proceedings; vol. 2981).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Activities
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AI, the Arts & Creativity, Special Track of the International Joint Conference on AI (Event)
Hannu Toivonen (Programme Committee Vice Chair)
23 Jul 2022 → 29 Jul 2022Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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International Conference on Computational Creativity (Event)
Hannu Toivonen (Programme Committee Member)
27 Jun 2022 → 1 Jul 2022Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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International Joint Conference on Artificial Intelligence (Event)
Hannu Toivonen (Programme Committee Member)
23 Jul 2022 → 29 Jul 2022Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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European Chapter of the Association for Computational Linguistics
Leo Leppänen (Attendee)
19 Apr 2021 → 23 Apr 2021Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Media and Communication (Journal)
Leo Leppänen (Reviewer)
2021Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Prizes
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Award for a distinguished Master's thesis in Behavioural Sciences
Toivanen, J. (Recipient), 11 Jun 2013
Prize: Prizes and awards
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Award for a distinguished doctoral thesis
Toivonen, Hannu TT (Recipient), 1997
Prize: Prizes and awards
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Award for Person of the Year at the Department of Computer Science
Toivonen, Hannu TT (Recipient), 2011
Prize: Prizes and awards
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Best Applied Research Award, 4th International Conference on Knowledge Discovery and Data Mining
Toivonen, Hannu TT (Recipient), 1998
Prize: Prizes and awards
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Best Paper Award, European Conference on Machine Learning
Toivonen, Hannu TT (Recipient), 2008
Prize: Prizes and awards
Datasets
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The 12 Million Most Frequent English Grammatical Relations and their Frequencies
Alnajjar, K. (Creator), Zenodo, 30 May 2018
Dataset
Press / Media
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Helsingin Sanomat 7.3.2021: "Tekoälyn käsikirjoittama Paratiisiperhe-kuunnelma yllättää taiteellisuudellaan, mutta tunteet siinä ovat kyllä hukassa"
Hannu TT Toivonen & Essi Eveliina Salmenkivi
07/03/2021
1 item of Media coverage
Press/Media: Press / Media
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Yle Radio 1, 7.3.2021: "Paratiisiperhe – variaatioita"
07/03/2021
1 Media contribution
Press/Media: Press / Media
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Svenska Teatern 21.9.2020: Scenmåndag. Är artificiel intelligens konstnärens nya pensel?
21/09/2020
1 Media contribution
Press/Media: Press / Media