Projects per year
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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Hannu TT Toivonen
- Department of Computer Science - Professor
- Helsinki Institute for Information Technology
- Discovery Research Group/Prof. Hannu Toivonen
Person: UH , U4 Research and teaching staff
Projects
- 10 Finished
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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
Asikainen, T. O., Diaz Dominguez, D. A., Hiillos, N. J., Huovila, E., Kantosalo, A., Linkola, S., Terho, T. M. J., Männistö, T., Fagerholm, F., Yaman, S. & Toivonen, H. T.
Suomen Akatemia Projektilaskutus
01/09/2018 → 31/12/2022
Project: Academy of Finland: Academy 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
Toivonen, H. T., Hadaytullah, H., Linkola, S., Hantula, O. & Männistö, 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
Publications
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Explainability With Observation Sharing in Long Collaboration Chains of Automated Systems-of-Systems
Daubaris, P., Linkola, S., Inglés-Romero, J. F., Berrocal, J., Vicente-Chicote, C., Murillo, J. M., Mikkonen, T. & Mäkitalo, N., 2024, (Accepted/In press) In: IEEE Software.Research output: Contribution to journal › Article › Scientific › peer-review
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Apriori Algorithm
Toivonen, H., 12 Apr 2023, Encyclopedia of Machine Learning and Data Science. Phung, D., Webb, G. I. & Sammut, C. (eds.). New York, NY: Springer, p. 1-2Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia / dictionary › Professional
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Association Rule
Toivonen, H., 6 May 2023, Encyclopedia of Machine Learning and Data Science. Phung, D., Webb, G. I. & Sammut, C. (eds.). New York, NY: SpringerResearch output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia / dictionary › Professional
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Barriers and enabling factors for error analysis in NLG research
van Miltenburg, E., Clinciu, M., Dušek, O., Gkatzia, D., Inglis, S., Leppänen, L., Mahamood, S., Schoch, S., Thomson, C. & Wen, L., 21 Feb 2023, In: Northern European Journal of Language Technology. 9, 1, 22 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Basket Analysis
Toivonen, H., 6 May 2023, Encyclopedia of Machine Learning and Data Science. Phung, D., Webb, G. I. & Sammut, C. (eds.). New York, NY: SpringerResearch output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia / dictionary › Professional
Activities
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AI, Arts & Creativity Special track of The 32nd International Joint Conference on Artificial Intelligence (Event)
Hannu Toivonen (Programme Committee Member)
19 Aug 2023 → 25 Aug 2023Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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PhD supervisor of Leo Leppänen
Hannu Toivonen (Supervisor)
21 Apr 2023Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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PhD supervisor of Eliel Soisalon-Soininen
Hannu Toivonen (Supervisor)
6 Jul 2023Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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The 32nd International Joint Conference on Artificial Intelligence (Event)
Hannu Toivonen (Programme Committee Member)
19 Aug 2023 → 25 Aug 2023Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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PhD supervisor of Elaine Zosa
Hannu Toivonen (Supervisor)
6 Mar 2023Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
Prizes
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Award for a distinguished Master's thesis in Behavioural Sciences
Toivanen, Jukka (Recipient), 11 Jun 2013
Prize: Prizes and awards
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Award for Person of the Year at the Department of Computer Science
Toivonen, Hannu (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 (Recipient), 1998
Prize: Prizes and awards
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Best Paper Award, European Conference on Machine Learning
Toivonen, Hannu (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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Itäväylä 19.10.2023: "Hannu Toivonen vastaa kirjassaan sataan kysymykseen tekoälystä"
19/10/2023
1 Media contribution
Press/Media: Press / Media
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Utelias mieli 18.10.2023, jakso 37: Voiko tekoäly olla luova?
18/10/2023
1 Media contribution
Press/Media: Press / Media
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10X Finland podcast #88: Hannu Toivonen – Mitä tekoäly opettaa meille ihmisestä?
14/10/2023
1 Media contribution
Press/Media: Press / Media
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Radio Yle 1, 13.10.2023: "Tekoäly ei tajua tekijänoikeuksia"
13/10/2023
1 Media contribution
Press/Media: Press / Media
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Särö 9.10.2023: "Tekoälyn hyödyntäminen kirjoittamisessa – eettisiä ongelmia ja uusia kirjallisuudenlajeja"
09/10/2023
1 Media contribution
Press/Media: Press / Media