Publications

Journal papers

Hokka J., Nelimarkka M. (2020): Affective economy of national-populist images: Investigating national and transnational online networks through visual big data. New Media & Society
Laaksonen S., Haapoja J., Kinnunen T., Nelimarkka M., Pöyhtäri R. (2020): The Datafication of Hate: Expectations and Challenges in Automated Hate Speech Monitoring. Frontiers in Big Data
Nelimarkka M., Laaksonen S., Tuokko M., Valkonen T. (2020): Platformed Interactions: How Social Media Platforms Relate to Candidate–Constituent Interaction During Finnish 2015 Election Campaigning. Social Media + Society
Nelimarkka M. (2019): Aihemallinnus sekä muut ohjaamattomat koneoppimismenetelmät yhteiskuntatieteellisessä tutkimuksessa: muutama kriittinen havainto. Politiikka
Pantti M., Nelimarkka M., Nikunen K., Titley G. (2019): The meanings of racism: Public discourses about racism in Finnish news media and online discussion forums. European Journal of Communication
Pöyhtäri R., Nelimarkka M., Nikunen K., Ojala M., Pantti M., Pääkkönen J. (2019): Refugee debate and networked framing in the hybrid media environment. International Communication Gazette
Tulilaulu A., Nelimarkka M., Paalasmaa J., Johnson D., Ventura D., Myllys P., Toivonen H. (2018): Data Musicalization. ACM Transactions on Multimedia Computing, Communications and Applications
Laaksonen S., Nelimarkka M. (2018): Omat ja muiden aiheet: Laskennallinen analyysi vaalijulkisuuden teemoista ja aiheomistajuudesta. Politiikka
Nelimarkka M., Sund R. (2017): Viestinnän mittaaminen big datan avulla. Procomma
Laaksonen S., Nelimarkka M., Tuokko M., Marttila M., Kekkonen A., Villi M. (2017): Working the fields of big data: Using big-data-augmented online ethnography to study candidate–candidate interaction at election time. Journal of Information Technology and Politics
Nelimarkka M. (2016): Kansalaisjärjestöt ja osallistumisvälineiden kehitys verkkosivuilla 1990-luvulta 2010-luvulle. Widerscreen
Vepsäläinen J., Savolainen P., Ojala J., Rienzo A., Nelimarkka M., Kuikkaniemi K., Tarkoma S., Jacucci G. (2016): Web-Based Public-Screen Gaming: Insights from Deployments. IEEE Pervasive Computing
Nelimarkka M., Lehtinen V., Ukkonen A., Kuikkaniemi K., Jacucci G. (2015): Threading and conversation in co-located chats. Computers in Human Behavior
Nelimarkka M. (2011): Viranomaiset ja sähköinen kansalaisosallistuminen -- asiantuntijahaastatteluiden perusteella luotu aktantiaalinen malli. Hallinnon Tutkimus
Karikoski J., Nelimarkka M. (2011): Measuring social relations with multiple datasets. International Journal of Social Computing and Cyber-Physical Systems

Chapters in research books

Marttila M., Laaksonen S., Kekkonen A., Tuokko M., Nelimarkka M. (2016): Digitaalinen vaaliteltta: Twitter politiikan areenana eduskuntavaaleissa 2015. Eduskuntavaalitutkimus 2015: Poliittisen osallistumisen eriytyminen

Conference proceedings

Pääkkönen J., Nelimarkka M., Haapoja J., Lampinen A. (2020): Bureaucracy as a Lens for Analyzing and Designing Algorithmic Systems. Proceedings of CHI 2020
Nelimarkka M., Rancy J., Grygiel J., Semaan B. (2019): (Re)Design to Mitigate Political Polarization. Proceedings of the ACM on Human-Computer Interaction
Nelimarkka M. (2019): A Review of Research on Participation in Democratic Decision-Making Presented at SIGCHI Conferences. Toward an Improved Trading Zone Between Political Science and HCI. Proceedings of the ACM on Human-Computer Interaction
Nelimarkka M., Hellas A. (2018): Social Help-seeking Strategies in a Programming MOOC. Proceedings of the 49th ACM Technical Symposium on Computer Science Education - SIGCSE '18
Nelimarkka M., Laaksonen S., Semaan B. (2018): Social Media Is Polarized, Social Media Is Polarized. Proceedings of the 2018 on Designing Interactive Systems Conference 2018 - DIS '18
Nelimarkka M., Salovaara A., Semaan B., Jacucci G. (2017): Theory-Driven Collocated CMC. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems - CHI '17
Nelimarkka M., Kuikkaniemi K., Salovaara A., Jacucci G. (2016): Live Participation. Proceedings of the 2016 ACM Conference on Designing Interactive Systems - DIS '16
Nelimarkka M., Vihavainen A. (2015): Alumni & Tenured Participants in MOOCs. Proceedings of the Second (2015) ACM Conference on Learning @ Scale - L@S '15
Vepsäläinen J., Di Rienzo A., Nelimarkka M., Ojala J., Savolainen P., Kuikkaniemi K., Tarkoma S., Jacucci G. (2015): Personal Device as a Controller for Interactive Surfaces. Proceedings of the 2015 International Conference on Interactive Tabletops & Surfaces - ITS '15
Nelimarkka M., Kuikkaniemi K., Jacucci G. (2014): A Field Trial of an Anonymous Backchannel Among Primary School Pupils. Proceedings of the 18th International Conference on Supporting Group Work
Leinonen T., Durall E., Kuikkaniemi K., Mikkonen T., Syvänen A., Nelimarkka M., Toikkanen T. (2014): Design for Learning: Enhancing Participation in Learning through Design Thinking. World Conference on Educational Multimedia, Hypermedia and Telecommunications
Nelimarkka M., Nonnecke B., Krishnan S., Aitamurto T., Crittenden C., Garland C., Gregory C., Huang C. (2014): Comparing Three Online Civic Engagement Platforms using the “Spectrum of Public Participation” Framework. The Internet, Policy & Politics Conference
Kuikkaniemi K., Vilkki M., Ojala J., Nelimarkka M., Jacucci G. (2013): Introducing Kupla UI : A Generic Interactive Wall User Interface Based on Spherical Widgets. Proceedings of the 2013 ACM international conference on Interactive tabletops and surfaces
Kuikkaniemi K., Lehtinen V., Nelimarkka M., Vilkki M., Ojala J., Jacucci G. (2013): Designing for presenters at public walk-up-and-use displays. Proceedings of the 8th International Conference on Tangible, Embedded and Embodied Interaction
Kuikkaniemi K., Nelimarkka M., Lievonen P., Reitmaa J. (2013): MetaGroups : a method for collective innovation at large conferences. CO-CREATE 2013. The Boundary Crossing Conference on Co-Design in Innovation
Karikoski J., Nelimarkka M. (2010): Measuring Social Relations: Case OtaSizzle. 2010 IEEE Second International Conference on Social Computing
Nelimarkka M. (2008): The Use of Ubiquitous Media in Politics How ubiquitous life effects into political life today and what might happen in the future. Mindtrek 2008
Nelimarkka M., Suomela R. (2007): Wireless Education Platform - an Open Source Way to Create Mobile Education. Computers and Advanced Technology in Education

Unrefereed journal articles

Nelimarkka M., Laaksonen S. (2018): Bitit ja politiikka : Tervetuloa laskennallinen yhteiskuntatieteen tutkimus. Politiikka

Non-peer reviewed conference proceedings

Nelimarkka M., Jacucci G., Salovaara A., Dow S., O'Hara K., Barkhuus L., Fischer J. (2018): Hybrid Events. Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '18
Kaye J., Nelimarkka M., Kauppinen R., Vartiainen S., Isosomppi P. (2011): Mobile family interaction: how to use mobile technology to bring trust, safety and wellbeing into families. Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services

Learning materials

Nelimarkka M., Vainio N., Kinnunen N. (2011): Ohjelmointia Scratchin kanssa.

Bachelor thesis

Nelimarkka M. (2014): Laskennallinen yhteiskuntatiede politiikan tutkimuksessa.
Nelimarkka M. (2009): Sähköinen osallistuminen ja virkamiesroolin sekä hallintoinstituution muutostarpeet.

Master thesis

Nelimarkka M. (2011): Eräiden kansalaisjärjestöjen verkkosivut ja osallistamisen muutos 1990-luvulta 2010-luvulle.

Doctorate thesis

Nelimarkka M. (2018): Performative hybrid interaction: Understanding planned events across collocated and mediated interaction spheres.

Patents

Nelimarkka M. (2011): Use of a virtual sound source to enhance a user interface.
Nelimarkka M., Vesterinen M., Harju T., Kulmala T., Rantala V. (2009): Method and apparatus for intuitive management of privacy settings.
Nelimarkka M., Ots K. (2009): Method and Apparatus for Providing Media Service.