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

    00014 UNIVERSITY OF HELSINKI

    Finland

Publications 1994 2019

2019

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.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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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 othersPollak, 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
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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
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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
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Interactive exploration of heterogeneous biological networks with Biomine Explorer

Podpecan, V., Ramšak, Ž., Gruden, K., Toivonen, H. & Lavrac, N., 24 Jun 2019, In : Bioinformatics. btz509.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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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
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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 reportProfessional

Open Access

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
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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

SK Mielipide: Naisista, Kuusta ja tietokoneista

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

Research output: Contribution to journalArticleGeneral public

Tekoäly vai tukiäly?

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

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

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
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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
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Unsupervised Learning of Cross-Lingual Symbol Embeddings Without Parallel Data

Granroth-Wilding, M. & Toivonen, H., 3 Jan 2019, Proceedings of the Society for Computation in Linguistics. Vol. 2. 4

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

Open Access
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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: Association for Computational Linguistics, p. 274–283 10 p.

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

Open Access
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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
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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
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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

Quantifying Co-Creative Experiences with the Poetry Machine

Kantosalo, A. A. & Riihiaho, S. H., 2018, (Submitted) In : Digital Creativity.

Research output: Contribution to journalArticleScientificpeer-review

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

Kantosalo, A. A. & Riihiaho, S. H., 2018, (Accepted/In press) In : Ergonomics in Design.

Research output: Contribution to journalArticleScientificpeer-review

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
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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
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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: 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
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Expanding and Weighting Stereotypical Properties of Human Characters for Linguistic Creativity

Alnajjar, K., Hämäläinen, M., Chen, H. & 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. 25-32 8 p.

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

Open Access

Experience Evaluations for Human-Computer Co-Creative Processes - a Proposal

Kantosalo, A., 21 Apr 2017, Proceedings of AISB Annual Convention 2017: Bath, UK, 18-21 April 2017. Bryson, J., De Vos, M. & J. P. (eds.). The Society for the Study of Artificial Intelligence and Simulation of Behaviour, p. 96-101 6 p.

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

Open Access

Finding and Expressing News from Structured Data

Leppänen, L., Munezero, M., Sirén-Heikel, S., Granroth-Wilding, M. & Toivonen, H., 20 Sep 2017, AcademicMindtrek '17: Proceedings of the 21st International Academic Mindtrek Conference. New York: ACM, p. 174-183 10 p.

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

Open Access

Frequent Itemset

Toivonen, H., Apr 2017, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Boston, MA: Springer, Boston, MA, p. 523-524 2 p. 317

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

Frequent Pattern

Toivonen, H., Apr 2017, Encyclopedia of Machine Learning and Data Mining. Sammut, C. & Webb, G. I. (eds.). Boston, MA: Springer, Boston, MA, p. 524-529 6 p. 318

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

Summarisation of weighted networks

Zhou, F., Qu, Q. & Toivonen, H., 2017, In : Journal of Experimental and Theoretical Artificial Intelligence. 29, 5, p. 1023-1052 30 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Teaching Computational Creativity

Ackerman, M., Goel, A., Johnson, C. G., Jordanous, A., León, C., Pérez y Pérez, R., Toivonen, H. & Ventura, D., 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. 9-16 8 p.

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

Open Access

Usability Testing

Riihiaho, S., 28 Dec 2017, The Wiley Handbook of Human Computer Interaction. Norman, K. L. & Kirakowski, J. (eds.). John Wiley & Sons Ltd., p. 255-275 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2016

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

Žnidaršič, M., Cardoso, A., Gervás, P., Martins, P., Hervás, R., Oliveira Alves, A., Goncalo Oliveira, H., Xiao, P., Linkola, S., Toivonen, H., Kranjc, J. & Lavrač, N., Jun 2016, Proceedings of the Seventh International Conference on Computational Creativity. Pachet, F., Cardoso, A., Corruble, V. & Ghedini, F. (eds.). Paris: Sony CSL Paris, p. 371-379 8 p.

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

Open Access

Computational Generation and Dissection of Lexical Replacement Humor

Valitutti, A., Doucet, A., Toivanen, J. & Toivonen, H., Sep 2016, In : Natural Language Engineering. 22, 5, p. 727–749 23 p.

Research output: Contribution to journalArticleScientificpeer-review

DopeLearning: A Computational Approach to Rap Lyrics Generation

Malmi, E., Takala, P., Toivonen, H., Raiko, T. & Gionis, A., 13 Aug 2016, Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York: ACM, Association for Computing Machinery, p. 195-204

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

Language-Independent Multi-Document Text Summarization with Document-Specific Word Associations

Gross, O., Doucet, A. & Toivonen, H. T. T., 2016, SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing . New York, NY: ACM, Association for Computing Machinery, p. 853-860 8 p.

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

LayerFolding: Discovering Creative Links in Word Association Networks

Xiao, P. & Toivonen, H. T. T., 4 Apr 2016, SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing . New York, NY: ACM, Association for Computing Machinery, p. 894-897 4 p.

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

Open Access
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Meta4meaning: Automatic Metaphor Interpretation Using Corpus-Derived Word Associations

Xiao, P., Alnajjar, K., Granroth-Wilding, M., Agres, K. & Toivonen, H., 2016, Proceedings of The Seventh International Conference on Computational Creativity. Pachet, F., Cardoso, A., Corruble, V. & Ghedini, F. (eds.). Paris: Sony CSL Paris, p. 230-237 8 p.

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

Open Access
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