Projects per year
Organization 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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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 Researcher, UH
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Simo Linkola
- Department of Computer Science - Postdoctoral Researcher
- Empirical Software Engineering research group
- Discovery Research Group/Prof. Hannu Toivonen
Person: U2 Teaching and research staff, UH
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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
Fagerholm, F., Yaman, S., Toivonen, H. T., Männistö, T., Asikainen, T. O., Diaz Dominguez, D. A., Hiillos, N. J., Huovila, E., Kantosalo, A., Linkola, S., Terho, T. M. J. & Yaman, S.
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
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Beyond 100 Ethical Concerns in the Development of Robot-to-Robot Cooperation
Rousi, R., Vakkuri, V., Daubaris, P., Linkola, S., Samani, H., Mäkitalo, N., Halme, E., Agbese, M., Mohanani, R., Mikkonen, T. & Abrahamsson, P., 2022, 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics). IEEE, p. 420-426 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Casual Poetry Creators: A Design Pattern and Internal Evaluation Measures
Boggia, M., Ivanova, S., Linkola, S., Toivonen, H. & Kantosalo, A., 27 Jun 2022, Proceedings of the 13th International Conference on Computational Creativity. Hedblom, M. M., Kantosalo, A. A., Confalonieri, R., Kutz, O. & Veale, T. (eds.). Bolzano: The Association for Computational Creativity, p. 2-6 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Creative Systems, Agents and Societies: Theoretical Analysis Tools and Empirical Collaboration Studies
Linkola, S., 19 Apr 2022, Helsinki: Unigrafia. 71 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings
Martinc, M., Montariol, S., Pivovarova, L. & Zosa, E., Jul 2022, Proceedings of the 13th Language Resources and Evaluation Conference. European Language Resources Association (ELRA), p. 3561–3570Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity
Zosa, E., Boros, E., Koloski, B. & Pivovarova, L., 11 Jul 2022, Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Stroudsburg: The Association for Computational Linguistics, p. 1107–1113Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Activities
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PhD Student Workshop on News Automation
Leo Leppänen (Attendee)
7 Jun 2022 → 8 Jun 2022Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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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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PhD supervisor of Simo Linkola
Hannu Toivonen (Supervisor)
19 Apr 2022Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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Augmented Journalism Workshop
Leo Leppänen (Attendee)
5 Jun 2022 → 7 Jun 2022Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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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
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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YLEX 2.12.2022: Tekoäly voi helpottaa biisinkirjoittajien työmäärää tarjoamalla ideoita ja näkökulmia – “Ikään kuin olisi käsikirjoitus tekemiseen”
02/12/2022
1 Media contribution
Press/Media: 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