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Hannu Jaakkola

 https://orcid.org/0000-0003-0188-7507
1985 …2024

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  • 2023

    How to manage cultural differences?

    Jaakkola, H., Feb 2023, Logically Speaking: A Festschrift for Marie Duží. Materna, P. & Jespersen, B. (eds.). COLLEGE PUBLICATIONS, Vol. 49. p. 227-256

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

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    24 Downloads (Pure)
  • 2022

    About the Essence of Intelligence - Will Artificial Intelligence (Ever) Cover Human Intelligence?

    Jaakkola, H., Thalheim, B. & Henno, J., 2022, Information Modelling and Knowledge Bases XXXIII. Tropmann-Frick, M., Jaakkola, H., Thalheim, B., Kiyoki, Y. & Yoshida, N. (eds.). IOS Press, p. 19-43 25 p. (Frontiers in Artificial Intelligence and Applications; vol. 343).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

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    5 Citations (Scopus)
    100 Downloads (Pure)

  • Handling Software Icebergs

    Henno, J., Jaakkola, H. & Mäkelä, J., Sept 2022, SQAMIA 2022 - Software Quality Analysis, Monitoring, Improvement, and Applications 2022: Proceedings of the Ninth Workshop on Software Quality Analysis, Monitoring, Improvement, and Applications Novi Sad, Serbia, September 11-14, 2022.. Budimac, Z. (ed.). CEUR Workshop Proceedings, Vol. 3237. p. 1-9 9 p. (CEUR Workshop Proceedings; vol. 3237).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    11 Downloads (Pure)
  • 2020

    Functions of Models in Scenarios and Their Maturity

    Jaakkola, H. & Thalheim, B., Jan 2020, Information Modelling and Knowledge Bases XXXI. Dahanayake, A., Huiskonen, J., Kiyoki, Y., Thalheim, B., Jaakkola, H. & Yoshida, N. (eds.). Netherlands: IOS Press, p. 265-284 (Frontiers in Artificial Intelligence and Applications; vol. 321).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    1110 Downloads (Pure)

  • Model-Based Fifth Generation Programming

    Thalheim, B. & Jaakkola, H., Jan 2020, Information Modelling and Knowledge Bases XXXI. Amsterdam: IOS Press, p. 381-400 (Frontiers in Artificial Intelligence and Applications; vol. 321).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

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    6 Citations (Scopus)
    83 Downloads (Pure)

  • Non-determinism in nowadays computing and IT education

    Henno, J., Jaakkola, H. & Mäkelä, J., Sept 2020, MIPRO 2020 - 43rd International Convention, September 28, 2020 – October 2, 2020, Opatija, Croatia, Proceedings. Skala, K. (ed.). Rijeka: Croatian Society for Information, Communication and Electronic Technology and IEEE, p. 879-886 8 p. (International Convention on Information and Communication Technology, Electronics and Microelectronics).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    7 Downloads (Pure)

  • Sixty Years - and more - of Data Modelling

    Jaakkola, H. & Thalheim, B., Dec 2020, Information Modelling and Knowledge Bases XXXII. Tropmann-Frick, M., Thalheim, B., Jaakkola, H., Kiyoki, Y. & Yoshida, N. (eds.). Amsterdam: IOS Press, Vol. 333. p. 56-75 20 p. (Frontiers in Artificial Intelligence and Applications; no. 333).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    14 Downloads (Pure)

  • Towards a Great Design of Conceptual Modelling

    Kiyoki, Y., Thalheim, B., Duzi, M., Jaakkola, H., Chawakitchareon, P. & Heimburger, A., Jan 2020, Information Modelling and Knowledge Bases XXXI. Dahanayake, A., Huiskonen, J., Kiyoki, Y., Thalheim, B., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 531-544 (Frontiers in Artificial Intelligence and Applications; vol. 321).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    7 Downloads (Pure)

  • Trends and Future of Data Modelling

    Jaakkola, H. & Thalheim, B., Jun 2020, Proceedings of the 30th International Conference on Information Modelling and Knowledge Bases( EJC 2020). Thalheim, B., Tropmann-Frick, M., Jaakkola, H. & Kiyoki, Y. (eds.). 1 ed. Kiel, Germany: Kiel Computer Science Series, Department of Computer Science, Faculty of Engineering at Kiel University, Vol. 2020. p. 57-76 (Computer Science Series; vol. 2020, no. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    114 Downloads (Pure)
  • 2019

    Cultures in Information Systems Development

    Jaakkola, H. & Thalheim, B., Jan 2019, Information Modelling and Knowledge Bases XXX. Endrjukaite, T., Dudko, A., Jaakkola, H., Thalheim, B., Kiyoki, Y. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 61-80 (Frontiers in Artificial Intelligence and Applications; vol. 312).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    6 Citations (Scopus)
    97 Downloads (Pure)

  • Models and Their Functions

    Jaakkola, H. & Thalheim, B., Jun 2019, Conference Proceedings of 29th International Conference on Information Modelling and Knowledge Bases - EJC 2019. Dahanayake, A. & Huiskonen, J. (eds.). Lappeenranta: LUT University, p. 127-146

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    1 Downloads (Pure)

  • Models as Programs: The Envisioned and Principal Key to True Fifth Generation Programmings

    Thalheim, B. & Jaakkola, H., Jun 2019, Conference Proceedings of 29th International Conference on Information Modelling and Knowledge Bases - EJC 2019. Dahanayake, A. & Huiskonen, J. (eds.). Lappeenranta: LUT University, p. 147-166

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • Survey of Applications for Apartment Energy Consumption Monitoring

    Saari, M., Sillberg, P., Grönman, J., Rantanen, P., Jaakkola, H. & Henno, J., 2019, 23rd IEEE International Conference on Intelligent Engineering Systems 2019 . IEEE, p. 283-288

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    11 Downloads (Pure)
  • 2018

    Modelling Cultures

    Jaakkola, H. & Thalheim, B., 2018, Proceedings of the 28th International Conference on Information Modelling and Knowledge Bases - EJC 2018. Endrjukaite, T., Jaakkola, H., Thalheim, B. & Kiyoki, Y. (eds.). Riga, Latvia: Transport and Telecommunication Institute, p. 33-52

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • Visual Data Mining in Software Repositories: A Survey

    Eteläaho, A., Soini, J., Jaakkola, H. & Mattila, A.-L., 2018, Information Modelling and Knowledge Bases XXIX. Sornlertlamvanich, V., Chawakitchareon, P., Hansuebsai, A., Koopipat, C., Thalheim, B., Kiyoki, Y., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam, Netherlands: IOS Press, p. 367-385 (Frontiers in Artificial Intelligence and Applications; vol. 301).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • Web Information Systems for High and Low Context Cultures

    Jaakkola, H. & Thalheim, B., 2018, Information modelling and Knowledge Bases XXIX. Sornlertlamvanich, V., Chawakitchareon, P., Hansuebsai, A., Koopipat, C., Thalheim, B., Kiyoki, Y., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam, Netherlands: IOS Press, p. 299-320 (Frontiers in Artificial Intelligence and Applications; vol. 301).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    2 Citations (Scopus)
  • 2017

    Supporting culture-aware information search

    Jaakkola, H. & Thalheim, B., 2017, Information Modelling and Knowledge Bases XXVIII. IOS Press, Vol. 292. p. 161-181 21 p. (Frontiers in Artificial Intelligence and Applications; vol. 292).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    8 Citations (Scopus)

  • Tag suggestions from social media profiles

    Sillberg, P., Rantanen, P., Soini, J. & Jaakkola, H., Jan 2017, Information Modelling and Knowledge Bases XXVIII. Jaakkola, H., Thalheim, B., Kiyoki, Y. & Yoshida, N. (eds.). Amsterdam: IOS Press, Vol. 292. p. 354-361 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 292).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • 2016

    Culture-Adaptable Web Information Systems

    Jaakkola, H. & Thalheim, B., 2016, Information Modelling and Knowledge Bases XXVII. IOS Press, Vol. 280. p. 77-94 18 p. (Frontiers in Artificial Intelligence and Applications; vol. 280).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    7 Citations (Scopus)

  • Introducing cultural issues and cultural awareness in conceptual modelling education

    Welzer, T., Družovec, M., Nemec Zlatolas, L., Hölbl, M., Jaakkola, H., Ivanović, M. & Radovanović, M., 2016, Information Modelling and Knowledge Bases XXVII. IOS Press, Vol. 280. p. 314-320 7 p. (Frontiers in Artificial Intelligence and Applications; vol. 280).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    1 Citation (Scopus)
  • 2014

    Conceptual Modelling of Collaboration for Information Systems

    Thalheim, B., Jaakkola, H., Nakanishi, T., Sasaki, S. & Schewe, K.-D., 2014, Information Modelling and Knowledge Bases XXV. Tokuda, T., Kiyoki, Y., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 272-305 34 p. (Frontiers in Artificial Intelligence and Applications; vol. 260).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    3 Citations (Scopus)

  • Intercultural Collaboration in Virtual Environment

    Welzer, T., Jaakkola, H., Hölbl, M., Druzovec, M. & Ward, A. E., 2014, Information Modelling and Knowledge Bases XXVI. Thalheim, B., Jaakkola, H., Kiyoki, Y. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 457-463 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 272).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • Modeling the Multicultural Issues in Software Engineering Processes

    Statkaityte, R. & Jaakkola, H., 2014, Information Modelling and Knowledge Bases XXV. Tokuda, T., Kiyoki, Y., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 190-199 10 p. (Frontiers in Artificial Intelligence and Applications; vol. 260).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    2 Citations (Scopus)

  • Multicultural Adaptive Systems

    Jaakkola, H. & Thalheim, B., 2014, Information Modelling and Knowledge Bases XXVI. Thalheim, B., Jaakkola, H., Kiyoki, Y. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 172-191 20 p. (Frontiers in Artificial Intelligence and Applications; vol. 272).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    12 Citations (Scopus)

  • Preface

    Thalheim, B., Jaakkola, H., Kiyoki, Y. & Yoshida, N., 2014, Frontiers in Artificial Intelligence and Applications. Thalheim, B., Jaakkola, H., Kiyoki, Y. & Yoshida, N. (eds.). IOS Press, Vol. 272. (Frontiers in Artificial Intelligence and Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • 2013

    Cultural and Lingual Awareness for the Global Conceptual Modeling

    Welzer, T., Jaakkola, H., Druzovec, M. & Hölbl, M., 2013, Information Modelling and Knowledge Bases XXIV. Vojtas, P., Kiyoki, Y., Jaakkola, H., Tokuda, T. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 271-276 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 251).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    3 Citations (Scopus)

  • Exception-Aware (Information) Systems

    Jaakkola, H. & Thalheim, B., 2013, Information Modelling and Knowledge Bases XXIV. Vojtas, P., Kiyoki, Y., Jaakkola, H., Tokuda, T. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 300-313 14 p. (Frontiers in Artificial Intelligence and Applications; vol. 251).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    2 Citations (Scopus)

  • Knowledge Mining of Web Service Usage

    Soininen, J. & Jaakkola, H., 2013, Information Modelling and Knowledge Bases XXIV. Vojtas, P., Kiyoki, Y., Jaakkola, H., Tokuda, T. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 314-327 14 p. (Frontiers in Artificial Intelligence and Applications; vol. 251).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • Multimedia Information Systems for Social, Cross-Cultural and Environmental Computing

    Sasaki, S., Vojtas, P., Jannaschk, K., Thalheim, B., Jaakkola, H. & Kiyoki, Y., 2013, Information Modelling and Knowledge Bases XXIV. Vojtas, P., Kiyoki, Y., Jaakkola, H., Tokuda, T. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 344-362 19 p. (Frontiers in Artificial Intelligence and Applications; vol. 251).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    3 Citations (Scopus)
  • 2012

    Culture sensitive aspects in software engineering

    Jaakkola, H., 2012, Conceptual Modelling and its Theoretical Foundations - Essays Dedicated to Bernhard Thalheim on the Occasion of His 60th Birthday. Dusterhöft, A., Klettke, M. & Schewe, K.-D. (eds.). Springer, p. 291-315 (Lecture Notes in Computer Science, LNCS; vol. 7260).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    10 Citations (Scopus)

  • Future directions of context modelling and cross-cultural communication

    Heimburger, A., Kiyoki, Y., Jaakkola, H. & Suhardijanto, T., 2012, Information modelling and knowledge bases XXIII. Henno, J., Kiyoki, Y., Tokuda, T., Jaakkola, H. & Yoshida, N. (eds.). IOS Press, p. 399-411 (Frontiers in artificial intelligence and applications; vol. 237).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    5 Citations (Scopus)

  • Infrastructures for knowledge systems environments

    Hashimoto, T., Henno, J., Jaakkola, H., Sasa, A. & Thalheim, B., 2012, Information modelling and knowledge bases XXIII, Frontiers in artificial intelligence and applications. Henno, J., Kiyoki, Y., Tokuda, T., Jaakkola, H. & Yoshida, N. (eds.). IOS Press, p. 369-398

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    4 Citations (Scopus)
  • 2011

    Architecture-driven modelling methodologies

    Jaakkola, H. & Thalheim, B., 2011, Information Modelling and Knowledge Bases XXII. Heimburger, A., Kiyoki, Y., Tokuda, T., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 97-116

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    27 Citations (Scopus)

  • Future directions of knowledge systems environments for web 3.0

    Zettsu, K., Thalheim, B., Kidawara, Y., Karttunen, E. & Jaakkola, H., 2011, Information Modelling and Knowledge Bases XXII. Heimburger, A., Kiyoki, Y., Tokuda, T., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam: IOS Press, p. 413-446

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    1 Citation (Scopus)
  • 2010

    Context-based knowledge creation and sharing in cross-cultural collaborative communities

    Heimburger, A., Jaakkola, H., Sasaki, S., Yoshida, N. & Kiyoki, Y., 2010, Information Modelling and Knowledge Bases XXI. Frontiers in Artificial Intelligence and Applications. Welzer, D. T., Jaakkola, H., Kiyoki, Y., Tokuda, T. & Yoshida, N. (eds.). p. 76-88

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    6 Citations (Scopus)

  • Knowledge modeling, management and utilization towards next generation web

    Kidawara, Y., Zettsu, K., Kiyoki, Y., Jannaschk, K., Thalheim, B., Linna, P., Jaakkola, H. & Duzi, M., 2010, Information Modelling and Knowledge Bases XXI. Frontiers in Artificial Intelligence and Applications. Welzer, D. T., Jaakkola, H., Kiyoki, Y., Tokuda, T. & Yoshida, N. (eds.). p. 387-402

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    9 Citations (Scopus)

  • Towards the process-ontological modelling

    Keto, H., Palomäki, J. & Jaakkola, H., 2010, Information Modelling and Knowledge Bases XXI. Frontiers in Artificial Intelligence and Applications. Welzer, D. T., Jaakkola, H., Kiyoki, Y., Tokuda, T. & Yoshida, N. (eds.). p. 299-306

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    2 Citations (Scopus)
  • 2009

    Contextual computing of multi-dimensional educational knowledge based on Kiyoki's semantic associative search method

    Kiyoki, Y., Heimburger, A., Jaakkola, H. & Takahashi, Y., 2009, Future Educational Technologies. University of Jyväskylä. Publications of Information Technology Research Institute. Isomäki, H., Häkkinen, P. & Viteli, J. (eds.). p. 148-170

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • 2008

    Seamless solutions and mobile connectivity - towards location independent and flexible system architectures

    Jaakkola, H., Soini, J. & Leppäniemi, J., 2008, Selected topics on distributed disaster management: towards collaborative knowledge clusters. Tampereen teknillinen yliopisto. Porin yksikkö. Julkaisu. Jaakkola, H. (ed.). p. 1-17 17 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific

  • 2006

    Proaktiivinen ohjaus aikuisopiskelijan tukena

    Translated title of the contribution: Proaktiivinen ohjaus aikuisopiskelijan tukenaJaakkola, U., Jaakkola, H., Kallinen-Kuisma, M., Pesonen, H.-L., Rantala, M., Ruokonen, S. & Toivonen, A., 2006, Tukeva ote koulutukseen. Miettinen, M. (ed.). p. 43-57

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific

  • 2002

    Towards cost-effective construction of classification models

    Brumen, B., Welzer, T., Jaakkola, H., Golob, I. & Rozman, I., 2002, Information modelling and knowledge bases XIII. Kangassalo, H., Jaakkola, H., Kawaguchi, E. & Welzer, T. (eds.). IOS Press, p. 301-306 (Frontiers in artificial intelligence applications).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • 1994

    Comparison of information technology diffusion in Estonia and in Finland: A follower and a leader?

    Henno, J. & Jaakkola, H., 1994, Management of Technology IV: The Creatioin of Wealth, Vol. 1, Industrial Engineering and Management Press, Institute of Industrial Engineers, Norcross, Georgia, 1994. Khalil, T. M. & Bayraktar, B. A. (eds.). Norcross, Georgia, p. 349-359

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • The heuristic model of technology diffusion

    Jaakkola, H., 1994, Management of Technology IV: The Creation of Wealth, Vol.2, Industrial Engineering and Management Press. Institute of Industrial Engineers, Norcross, Georgia, 1994. Khalil, T. M. & Bayraktar, B. A. (eds.). Norcross, Georgia, p. 813-823

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  • 1993

    The Impact of Information Technology on Finnish Industry :A Survey of Two Studies

    Jaakkola, H. & Tenhunen, H., 1993, OECD STI Review 12, April 1993. p. 55-86

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional

  • 1991

    Modular Modeling of Temporal Behaviors

    Ohsuga, E. S., Kangassalo, H., Hori, K., Yonezaki, N., Jaakkola, H. & Kurki-Suonio, R., 1991, Information Modelling and Knowledge Bases: Foundations,Theory, and Applications,IOS Press, Amsterdam 1991.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific