Discovery Research Group/Prof. Hannu Toivonen

  • PO Box 68 (Pietari Kalmin katu 5), Exactum, B233

    00014 UNIVERSITY OF HELSINKI

    Finland

Publications 1992 2020

2020

Capturing Evolution in Word Usage: Just Add More Clusters?

Martinc, M., Montariol, S., Zosa, E. & Pivovarova, L., 2020, WWW ’20 Companion. Taipei

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

File

Personal Research Assistant for Online Exploration of Historical News

Pivovarova, L., Jean-Caurant, A., Avikainen, J., Alnajjar, K., Granroth-Wilding, M., Leppänen, L., Zosa, E. & Toivonen, H., 2020, 42nd European Conference on IR Research, ECIR 2020. Springer , (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
2019

A Creative Dialog Generator for Fallout 4

Alnajjar, K. & Hämäläinen, M., 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games. New York: ACM, 4 p. 48

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Artificial Intelligence and Natural Language: 8th Conference, AINL 2019, Tartu, Estonia, November 20–22, 2019, Proceedings

Ustalov, D. (ed.), Filchenkov, A. (ed.) & Pivovarova, L. (ed.), 2019, Springer International Publishing AG. 172 p. (Communications in Computer and Information Science; vol. 1119)

Research output: Book/ReportAnthology or special issue

Clustering Ideological Terms in Historical Newspaper Data with Diachronic Word Embeddings

Marjanen, J., Pivovarova, L., Zosa, E. & Kurunmäki, J., 2019, HistoInformatics 2019 : International Workshop on Computational History 2019: The 5th International Workshop on Computational History (HistoInformatics 2019) : co-located with the 23rd International Conference on Theory and Practice of Digital Libraries (TPDL 2019) Oslo, Norway, September 12th, 2019. Wevers, M., Hasanuzzaman, M., Dias, G., Düring, M. & Jatowt, A. (eds.). Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen, p. 21-29 9 p. (CEUR Workshop Proceedings; vol. 2461).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Computational Creativity Infrastructure for Online Software Composition: A Conceptual Blending Use Case

Martins, P., Goncalo Oliveira, H., Carlos Gonçalves, J., Cruz, A., Cardoso, A., Žnidaršič, M., Lavrač, N., Linkola, S., Toivonen, H., Hervás, R., Méndez, G. & Gervás, P., 8 Feb 2019, In : IBM Journal of Research and Development. 63, 1, p. 9:1-9:17 17 p., 9.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Conceptual Representations for Computational Concept Creation

Xiao, P., Toivonen, H., Gross, O., Cardoso, A., Correia, J., Machado, P., Martins, P., Goncalo Oliveira, H., Sharma, R., Pinto, A. M., Diaz, A., Francisco, V., Gervás, P., Hervas, R., León, C., Forth, J., Purver, M., Wiggins, G. A., Miljkovic, D., Podpecan, V. & 8 others, Pollak, S., Kralj, J., Znidarsic, M., Bohanec, M., Lavrač, N., Urbancic, T., Van Der Velde, F. & Battersby, S., Feb 2019, In : ACM Computing Surveys. 52, 1, 33 p., 9.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Creative Contextual Dialog Adaptation in an Open World RPG

Hämäläinen, M. & Alnajjar, K., 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games. New York: ACM, 7 p. 73

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Cross-Family Similarity Learning for Cognate Identification in Low-Resource Languages

Soisalon-Soininen, E. & Granroth-Wilding, M., 4 Sep 2019, RANLP 2019 - Natural Language Processing a Deep Learning World: Proceedings . Angelova, G., Mitkov, R., Nikolova, I. & Temnikova, I. (eds.). Shoumen: INCOMA, p. 1121-1130 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

File

Dialect Text Normalization to Normative Standard Finnish

Partanen, N., Hämäläinen, M. & Alnajjar, K., 2019, The Fifth Workshop on Noisy User-generated Text (W-NUT 2019): Proceedings of the Workshop. Xu, W., Ritter, A., Baldwin, T. & Rahimi, A. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 141–146 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Experience Evaluations for Human-Computer Co-Creative Processes: Planning and Conducting an Evaluation in Practice

Kantosalo, A. & Riihiaho, S., 2 Jan 2019, In : Connection Science. 31, 1, p. 60-81 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Extending the Creative Systems Framework for the Analysis of Creative Agent Societies

Linkola, S. & Kantosalo, A., 17 Jun 2019, Proceedings of the 10th International Conference on Computational Creativity. Grace, K., Cook, M., Ventura, D. & Maher, M. L. (eds.). Association for Computational Creativity, p. 204-211 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Generating Modern Poetry Automatically in Finnish

Hämäläinen, M. & Alnajjar, K., 2019, 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing: Proceedings of the Conference. Inui, K., Jiang, J., Ng, V. & Wan, X. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 6001–6006 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Interactive exploration of heterogeneous biological networks with Biomine Explorer

Podpecan, V., Ramšak, Ž., Gruden, K., Toivonen, H. & Lavrac, N., 15 Dec 2019, In : Bioinformatics. 35, 24, p. 5385-5388 btz509.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Let’s FACE it: Finnish Poetry Generation with Aesthetics and Framing

Hämäläinen, M. & Alnajjar, K., 2019, 12th International Conference on Natural Language Generation: Proceedings of the Conference. Deemter, K. V., Lin, C. & Takamura, H. (eds.). Stroudsburg, PA: The Association for Computational Linguistics, p. 290-300 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns

Hämäläinen, M. & Alnajjar, K., Jun 2019, Proceedings of the 10th International Conference on Computational Creativity. Grace, K., Cook, M., Ventura, D. & Maher, M. L. (eds.). Association for Computational Creativity, p. 266-273 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Multilingual Dynamic Topic Model

Zosa, E. & Granroth-Wilding, M., 4 Sep 2019, RANLP 2019 - Natural Language Processing a Deep Learning World: Proceedings. Angelova, G., Mitkov, R., Nikolova, I. & Temnikova, I. (eds.). Shoumen: INCOMA, p. 1388-1396 9 p. (International conference Recent advances in natural language processing).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Naisista, Kuusta ja tietokoneista

Toivonen, H., 2 Aug 2019, In : Suomen Kuvalehti. 103, 31, p. 60 1 p.

Research output: Contribution to journalArticleGeneral public

News Automation: The rewards, risks and realities of 'machine journalism'

Linden, T. C-G. (ed.), Tuulonen, H. E. (ed.), Bäck, A., Diakopoulos, N., Granroth-Wilding, M., Haapanen, L., Leppänen, L. J., Melin, M., Moring, T. A., Munezero, M. D., Siren-Heikel, S. J., Södergård, C. & Toivonen, H., Mar 2019, Frankfurt: World Association of Newspapers and News Publishers, WAN-IFRA. 55 p.

Research output: Book/ReportCommissioned report

Open Access
File

No Time Like the Present: Methods for Generating Colourful and Factual Multilingual News Headlines

Alnajjar, K., Leppänen, L. & Toivonen, H., Jun 2019, Proceedings of the 10th International Conference on Computational Creativity. Grace, K., Cook, M., Ventura, D. & Maher, M. L. (eds.). Association for Computational Creativity, p. 258-265 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

On Grounding Language Games in Practicality

Hantula, O. A., Apr 2019, AISB Language Learning for Artificial Agents symposium. p. 16-20 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

Quantifying co-creative writing experiences

Kantosalo, A. & Riihiaho, S., 2 Jan 2019, In : Digital Creativity. 30, 1, p. 23-38 16 p.

Research output: Contribution to journalArticleScientificpeer-review

Tekoäly vai tukiäly?

Toivonen, H., 2019, Kaikenlaista rohkeutta. Hetemäki, I., Koskinen, H., Pulkkinen, T. & Väliverronen, E. (eds.). Helsinki: Gaudeamus, p. 62-63 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapterGeneral public

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Zhou, N., Jiang, Y., Bergquist, T. R., Lee, A. J., Kacsoh, B. Z., Crocker, A. W., Lewis, K. A., Georghiou, G., Nguyen, H. N., Hamid, M. N., Davis, L., Dogan, T., Atalay, V., Rifaioglu, A. S., Dalkiran, A., Atalay, R. C., Zhang, C., Hurto, R. L., Freddolino, P. L., Zhang, Y. & 147 others, Bhat, P., Supek, F., Fernandez, J. M., Gemovic, B., Perovic, V. R., Davidovic, R. S., Sumonja, N., Veljkovic, N., Asgari, E., Mofrad, M. R. K., Profiti, G., Savojardo, C., Martelli, P. L., Casadio, R., Boecker, F., Schoof, H., Kahanda, I., Thurlby, N., McHardy, A. C., Renaux, A., Saidi, R., Gough, J., Freitas, A. A., Antczak, M., Fabris, F., Wass, M. N., Hou, J., Cheng, J., Wang, Z., Romero, A. E., Paccanaro, A., Yang, H., Goldberg, T., Zhao, C., Holm, L., Törönen, P., Medlar, A. J., Zosa, E., Borukhov, I., Novikov, I., Wilkins, A., Lichtarge, O., Chi, P-H., Tseng, W-C., Linial, M., Rose, P. W., Dessimoz, C., Vidulin, V., Dzeroski, S., Sillitoe, I., Das, S., Lees, J. G., Jones, D. T., Wan, C., Cozzetto, D., Fa, R., Torres, M., Vesztrocy, A. W., Rodriguez, J. M., Tress, M. L., Frasca, M., Notaro, M., Grossi, G., Petrini, A., Re, M., Valentini, G., Mesiti, M., Roche, D. B., Reeb, J., Ritchie, D. W., Aridhi, S., Alborzi, S. Z., Devignes, M-D., Koo, D. C. E., Bonneau, R., Gligorijevic, V., Barot, M., Fang, H., Toppo, S., Lavezzo, E., Falda, M., Berselli, M., Tosatto, S. C. E., Carraro, M., Piovesan, D., Rehman, H. U., Mao, Q., Zhang, S., Vucetic, S., Black, G. S., Jo, D., Suh, E., Dayton, J. B., Larsen, D. J., Omdahl, A. R., McGuffin, L. J., Brackenridge, D. A., Babbitt, P. C., Yunes, J. M., Fontana, P., Zhang, F., Zhu, S., You, R., Zhang, Z., Dai, S., Yao, S., Tian, W., Cao, R., Chandler, C., Amezola, M., Johnson, D., Chang, J-M., Liao, W-H., Liu, Y-W., Pascarelli, S., Frank, Y., Hoehndorf, R., Kulmanov, M., Boudellioua, I., Politano, G., Di Carlo, S., Benso, A., Hakala, K., Ginter, F., Mehryary, F., Kaewphan, S., Bjorne, J., Moen, H., Tolvanen, M. E. E., Salakoski, T., Kihara, D., Jain, A., Smuc, T., Altenhoff, A., Ben-Hur, A., Rost, B., Brenner, S. E., Orengo, C. A., Jeffery, C. J., Bosco, G., Hogan, D. A., Martin, M. J., O'Donovan, C., Mooney, S. D., Greene, C. S., Radivojac, P. & Friedberg, I., 19 Nov 2019, In : Genome Biology. 20, 1, 23 p., 244.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages

Piskorski, J., Laskova, L., Marcińczuk, M., Pivovarova, L., Přibáň, P., Steinberger, J. & Yangarber, R., 2019, Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing. ACL, p. 63–74

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Open Access
File

Towards AI-Driven Society: A Legal Perspective

Mäihäniemi, B., Hirvonen, H. P. M., Pöysti, T. H., Schafer, B., Reiling, D., Leppänen, L., Nayak, A. & Lassila, L. T., 1 Oct 2019, How Will AI Shape the Future of Law?. Koulu, R. & Kontiainen, L. (eds.). Helsinki: University of Helsinki Legal Tech Lab Publications, p. 195-224 30 p. 2

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Open Access

Towards Transformational Creation of Novel Songs

Toivanen, J. M., Järvisalo, M., Alm, O., Ventura, D., Vainio, M. & Toivonen, H., 2 Jan 2019, In : Connection Science. 31, 1, p. 4-32 29 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Unboxing news automation: Exploring imagined affordances of automation in news journalism

Sirén-Heikel, S., Leppänen, L., Lindén, C-G. & Bäck, A., 26 Jun 2019, In : Nordic journal of media studies. 1, 1, p. 47-66 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Unsupervised Learning of Cross-Lingual Symbol Embeddings Without Parallel Data

Granroth-Wilding, M. & Toivonen, H., 3 Jan 2019, Second Annual Meeting of the Society for Computation in Linguistics (SCiL 2019). The Association for Computational Linguistics, p. 19-28 10 p. 4

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Usability Testing and Feedback Collection in a School Context: Case Poetry Machine

Kantosalo, A. & Riihiaho, S., Jul 2019, In : Ergonomics in Design. 27, 3, p. 17-23 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Word Clustering for Historical Newspapers Analysis

Pivovarova, L., Marjanen, J. & Zosa, E., 2019, Language technology for digital historical archives with a special focus on Central-, (South-)Eastern Europe, MiddleEast and North Africa. p. 3-10 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

File
2018

A Master-Apprentice Approach to Automatic Creation of Culturally Satirical Movie Titles

Alnajjar, K. & Hämäläinen, M., 2018, The 11th International Conference on Natural Language Generation: Proceedings of the Conference. Stroudsburg: The Association for Computational Linguistics, p. 274–283 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Data Musicalization

Tulilaulu, A., Nelimarkka, M., Paalasmaa, J., Johnson, D., Ventura, D., Myllys, P. & Toivonen, H., May 2018, In : ACM Transactions on Multimedia Computing Communications and Applications. 14, 2, 27 p., 47.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

No landslide for the human journalist: An empirical study of computer-generated election news in Finland

Melin, M., Bäck, A., Södergård, C., Munezero, M. D., Leppänen, L. J. & Toivonen, H., 1 Aug 2018, In : IEEE Access. 6, p. 43356-43367 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

On Collaborator Selection in Creative Agent Societies: An Evolutionary Art Case Study

Linkola, S. & Hantula, O., 4 Apr 2018, Computational Intelligence in Music, Sound, Art and Design: 7th International Conference, EvoMUSART 2018, Parma, Italy, April 4-6, 2018, Proceedings. Liapis, A., Cardalda, J. J. R. & Ekárt, A. (eds.). Cham: Springer International Publishing AG, p. 206-222 17 p. (Lecture Notes in Computer Science; vol. 10783).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

"Talent, Skill and Support.": A Method for Automatic Creation of Slogans

Alnajjar, K., Kundi, H. & Toivonen, H., 29 Jun 2018, Proceedings of the Ninth International Conference on Computational Creativity, Salamanca, Spain, June 25-29, 2018. Pachet, F., Jordanous, A. & León, C. (eds.). Salamanca, Spain: Association for Computational Creativity, p. 88-95 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Towards Data-Driven Generation of Visualizations for Automatically Generated News Articles

Alhalaseh, R., Munezero, M. D., Leinonen, M., Leppänen, L. J., Avikainen, J. E. O. & Toivonen, H., Oct 2018, Proceedings of the 22nd International Academic Mindtrek Conference. ACM, Association for Computing Machinery, p. 100-109 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Towards Goal-aware Collaboration in Artistic Agent Societies

Hantula, O. & Linkola, S., 29 Jun 2018, Proceedings of the Ninth International Conference on Computational Creativity: ICCC 2018, Salamanca, 25-29 June. Pachet, F., Jordanous, A. & León, C. (eds.). Salamanca, Spain: Association for Computational Creativity (ACC), p. 136-143 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
2017

An Exploratory Analysis of a Hybrid OSS Company’s Forum in Search of Sales Leads

Munezero, M., Kojo, T. & Männistö, T., 12 Nov 2017, Proceedings - 11th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2017: 9-10 November 2017, Toronto, Ontario, Canada. IEEE, p. 442-447

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Apriori Algorithm

Toivonen, H., Apr 2017, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Boston, MA: Springer, Boston, MA, p. 60 1 p. 27

Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia / dictionaryProfessional

Aspects of Self-awareness: An Anatomy of Metacreative Systems

Linkola, S., Kantosalo, A., Männistö, T. & Toivonen, H., 23 Jun 2017, Proceedings of the 8th International Conference on Computational Creativity (ICCC'17). Goel, A., Jordanous, A. & Pease, A. (eds.). Atlanta, GA: Georgia Institute of Technology , p. 189-196 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Association Rule

Toivonen, H., Apr 2017, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Boston, MA: Springer, Boston, MA, p. 70-71 2 p. 38

Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia / dictionaryProfessional

Basket Analysis

Toivonen, H., Apr 2017, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Boston, MA: Springer, Boston, MA, p. 98 1 p. 926

Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia / dictionaryProfessional

Data-Driven News Generation for Automated Journalism

Leppänen, L., Munezero, M., Granroth-Wilding, M. & Toivonen, H., 4 Sep 2017, The 10th International Natural Language Generation conference, Proceedings of the Conference. Stroudsburg: The Association for Computational Linguistics, p. 188-197 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

Datatieteen maisterikoulutus Helsingin yliopistossa

Toivonen, H., 2017, In : Arkhimedes. 4, p. 13-15 3 p.

Research output: Contribution to journalArticleProfessional

Entering an ecosystem: The hybrid OSS landscape from a developer perspective

Mäenpää, H., Fagerholm, F., Munezero, M., Kilamo, T. & Mikkonen, T. J., 29 Nov 2017, In : CEUR Workshop Proceedings. 2053, p. 127-137 11 p.

Research output: Contribution to journalConference articleScientificpeer-review

Open Access
File