PeopleofSuperintelligence

Researcher

Timo Honkela

Also known as Timo Untamo Honkela

Timo Honkela was a Finnish computer scientist who applied Self-Organizing Maps to natural language and, late in life, wrote about AI for peace. At Helsinki University of Technology's Neural Networks Research Centre, he initiated and joined the WEBSOM team, whose method organizes document collections on a map display, and he received a doctorate in 1998 for a thesis on Self-Organizing Maps in natural language processing. From 1998 he was a professor at the Media Lab of the University of Art and Design Helsinki, later served as chief research scientist at Helsinki University of Technology and Aalto University, and held a professorship at the University of Helsinki from 2014 until 2018. In 2017 he published Rauhankone, titled The Peace Machine in English, which proposes using AI, machine learning and language technology to promote peace. He died in 2020.

Born
1962
Died
2020
Badges

Years link to their sources.

Timeline

  1. 1984–1989

    A Finnish database interface

    From 1984, he works on the Kielikone project, developing a natural language database interface for Finnish, and lectures at the University of Oulu on Lisp, logic programming and artificial intelligence. He earns a Master of Science at Oulu in 1989.

  2. 1990–1995

    Research scientist at VTT

    From 1990 to 1995, he is a research scientist at VTT Information Technology, working on intelligent user interfaces, intelligent agents, morphological tools in information retrieval and applications of self-organizing maps. He is project manager of the Glossasoft project from 1993 to 1995.

  3. 1995–1998

    WEBSOM and a doctorate

    From 1995, he is a researcher at the Neural Networks Research Centre of Helsinki University of Technology, where he initiates and joins the WEBSOM team, whose method organizes a document collection on a map display using Kohonen's Self-Organizing Maps. From 1996 to 1998, he chairs the Finnish Artificial Intelligence Society. He presents his thesis Self-Organizing Maps in Natural Language Processing in December 1997 and receives his doctorate in 1998.

  4. 1998–2001

    Professor at the Media Lab

    From 1998 to 2000, he is Professor of Applied Cognitive and Information Processing Science at the Media Lab of the University of Art and Design Helsinki, where he brings his expertise in Kohonen's Self-Organizing Maps to work with artists and designers. In 2001, he collaborates with George Legrady on Pockets Full of Memories, an interactive installation at the Centre Georges Pompidou in Paris where visitors scan their own objects into a database organized by a Self-Organizing Map algorithm.

  5. 2003–2013

    Chief research scientist at Aalto

    He is acting professor at Helsinki University of Technology from 2003 to 2005, and chief research scientist at Helsinki University of Technology and Aalto University from 2006 to 2013. From 2004, he chairs the IFIP working group WG12.1 on Knowledge Representation and Reasoning.

  6. 2014–2018

    Professor of digital materials

    He becomes Professor of Research into Digital Materials at the University of Helsinki and the National Library of Finland in 2014, on a fixed-term professorship that lasts until 2018. In 2014, he is also appointed to the University's VISIO400 team, which charts the University's prospects over the next 25 years, and joins the University Collegiate. He belongs to the Centre for Digital Humanities HELDIG.

  7. 2017

    Writing The Peace Machine

    In 2017, Gaudeamus publishes his book Rauhankone (The Peace Machine). The 285-page book proposes applying artificial intelligence, machine learning, language technology and pattern recognition to promoting peace in the world.

  8. May 2020

    Death in May 2020

    He dies in May 2020.

Career

  1. 2014–2018University of HelsinkiProfessor of Research into Digital Materials, Member
  2. From 2004International Federation for Information ProcessingChair
  3. 1998–2000Massachusetts Institute of TechnologyProfessor of Applied Cognitive and Information Processing Science
  4. 1995–2013Aalto UniversityResearcher, Acting Professor
  5. 1990–1995Ministry of Economic Affairs and EmploymentResearch Scientist
  6. 1984–1989University of OuluLecturer

Education

  1. 1998Aalto UniversityDoctorate
  2. 1989University of OuluMaster of Science

From the biography.

  1. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Massachusetts Institute of Technology. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  2. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes Massachusetts Institute of Technology. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  3. Google had the most people shaping AI every year from 2014 to 2025Includes Massachusetts Institute of Technology. Our estimates of which organizations employed the most people shaping AI each year from 1955 to 2025, tracing the shift from university labs to companies.
  4. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Massachusetts Institute of Technology. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

Photo: We have no published photo of Timo Honkela yet. Send us a free-licensed photo.

  1. Timo Honkela's curriculum vitae mlab.taik.fi. Checked 20 October 2026.
  2. Timo Honkela: Self-Organizing Maps in Natural Language Processing users.ics.aalto.fi. Checked 20 October 2026.
  3. Timo Honkela - Wikipedia en.wikipedia.org. Checked 20 October 2026.
  4. Timo Honkela - Curriculum Vitae users.ics.aalto.fi. Checked 20 October 2026.
  5. Timo Honkela - 375 Humanists 375humanistia.helsinki.fi. Checked 20 October 2026.
  6. Puhujat | IPR-Huippuseminaari 2019 | Eventos e.eventos.fi. Checked 20 October 2026.
  7. Experiences from Life and the University - 375 Humanists 375humanistia.helsinki.fi. Checked 20 October 2026.
  8. The Peace Machine – Elina Ahlback Literary Agency 2022 site2022.ahlbackagency.com. Checked 20 October 2026.
  9. Rauhankone: tekoälytutkijan testamentti - University of Helsinki Research Portal researchportal.helsinki.fi. Checked 20 October 2026.