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Research Challenges of ICT for Governance and Policy Modelling Domain – A Text Mining-Based Approach

  • Andrea KőEmail author
  • Saira Gillani
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9831)

Abstract

This paper investigates the main emerging (current and new) research challenges and areas of ICT for Governance and Policy Modelling field and its taxonomy. Several articles are dealing with future trends and challenges of eGovernment and its areas, like policy making, policy modelling and governance. These papers apply various research methods, but in the majority of the articles identification of future research issues rely only on human expertise, which is a valid, but time and human resource consuming option. Another drawback of these methods is related to the limited volume and variety of data source. We suggest a different semi-automatic solution for this investigation, which is based on our semi-automatic text mining method to identify and describe the main new research areas of ICT for Governance and Policy Modelling field, and its taxonomy. Our text mining solution combines four modules; linguistic analysis module, information extraction, information filtration and information categorization module. The main contribution of this work is to present a semi-automatic method to identify and describe the main new research areas.

Keywords

ICT for Governance and Policy Modelling Text analytics Information extraction Information categorization 

References

  1. 1.
    Birkland, T.A.: An Introduction to the Policy Process: Theories, Concepts, and Models of Public, 2nd edn. M.E. Sharpe, Armonk (2005)Google Scholar
  2. 2.
    Hill, M.: The Policy Process in the Modern State. Prentice-Hall, London (1997)Google Scholar
  3. 3.
    Parsons, W.: Public Policy. Edward Elgar, Cheltenham (1995)Google Scholar
  4. 4.
    Hofferbert, R.: The Study of Public Policy. Bobbs-Merrill, Indianapolis (1974)Google Scholar
  5. 5.
    Macintosh, A., Renton, A.: Argument visualisation to support democratic decision-making. In: Proceedings of the eChallenges e-2004 Conference, Vienna, Austria (2004)Google Scholar
  6. 6.
    Brooks, L., Zinner Henriksen, H., Janssen, M., Papazafeiropoulou, A., Trutnev, D.: Public sector information systems (PSIS): how ICT can bring innovation into the policymaking process. In The 22nd European Conference on Information Systems (ECIS) (2014)Google Scholar
  7. 7.
    Kő, A., Gábor, A., Szabó, Z.: Policy making improvement through social learning. In: Kő, A., Leitner, C., Leitold, H., Prosser, A. (eds.) EDEM/EGOVIS 2013. LNCS, vol. 8061, pp. 226–240. Springer, Heidelberg (2013)CrossRefGoogle Scholar
  8. 8.
  9. 9.
    Charalabidis, Y., Lampathaki, F., Misuraca, G., Osimo, D: ICT for governance and policy modelling: research challenges and future prospects in Europe. In: 2012 45th Hawaii International Conference on System Science (HICSS), pp. 2472–2481. IEEE (2012)Google Scholar
  10. 10.
    Misuraca, G., Broster, D., Centeno, C.: Digital Europe 2030: designing scenarios for ICT in future governance and policy making. Gov. Inf. Q. 29, S121–S131 (2012)CrossRefGoogle Scholar
  11. 11.
    Lampathaki, F., Charalabidis, Y., Passas, S., Osimo, D., Bicking, M., Wimmer, M.A., Askounis, D.: Defining a taxonomy for research areas on ICT for governance and policy modelling. In: Wimmer, M.A., Chappelet, J.-L., Janssen, M., Scholl, H.J. (eds.) EGOV 2010. LNCS, vol. 6228, pp. 61–72. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  12. 12.
    Consultation report on ICT for Governance and Policy Modelling. FP7 Work Programme 2011–2012, February 2010. http://ec.europa.eu/information_society/activities/egovernment/research/fp7/docs/consultation_report_feb2010.pdf
  13. 13.
    Medaglia, R., Zheng, L.: Characterizing government social media research: towards a grounded overview model. In: The 49th Hawaii International Conference on System Sciences, HICSS 2016, pp. 2991–2999 (2016)Google Scholar
  14. 14.
    Baskerville, R.L., Myers, M.D.: Information systems as a reference discipline. MIS Q. 26(1), 1–14 (2002)CrossRefGoogle Scholar
  15. 15.
    Sidorova, A., Evangelopoulos, N., Valacich, J., Ramakrishnan, T.: Uncovering the intellectual core of the information systems discipline. Manag. Inf. Syst. Q. 32(3), 467–482 (2008)CrossRefGoogle Scholar
  16. 16.
    Bandara, W., Miskon, S., and Fielt, E. A systematic, tool-supported method for conducting literature reviews in information systems. In: Proceedings of the 19th European Conference on Information Systems (ECIS 2011) (2011)Google Scholar
  17. 17.
    Webster, J., Watson, R.T.: Analyzing the past to prepare for the future: writing a literature review. MIS Q. 26(2), xiii–xxiii (2002)Google Scholar
  18. 18.
    Kő, A.: Innovative ICT solutions in eGovernment - research challenges and possible solutions, habilitation dissertation, Corvinus University of Budapest (2012)Google Scholar
  19. 19.
    Wimmer, M.A., Janssen, M., Macintosh, A., Scholl, H.J., Tambouris, E.: Electronic government and electronic participation. In: Joint Proceedings of Ongoing Research of IFIP EGOV and IFIP ePart 2013, Koblenz, Germany, 16–19 September 2013. LNI 221, GI 2013 (2013). ISBN 978-3-88579-615-2Google Scholar
  20. 20.
    Janssen, M. F. W. H. A., Bannister, F., Glassey, O.: Electronic government and electronic participation. In: Joint Proceedings of Ongoing Research, Posters, Workshop and Projects of IFIP EGOV 2014 and EPart 2014, vol. 21. IOS Press (2014)Google Scholar
  21. 21.
    Tambouris, E., Scholl, H. J., Janssen, M. F. W. H. A., Wimmer, M. A., Tarabanis, K., Gascó, M., Pardo, T.A.: Electronic government and electronic participation (2015)Google Scholar
  22. 22.
    Kő, A., Leitner, C., Leitold, H., Prosser, A. (eds.): EDEM/EGOVIS 2013. LNCS, vol. 8061. Springer, Heidelberg (2013)Google Scholar
  23. 23.
    Francesconi, E., Kő, A. (eds.): EGOVIS 2014. LNCS, vol. 8650. Springer, Heidelberg (2014)Google Scholar
  24. 24.
    Kő, A., Francesconi, E. (eds.): EGOVIS 2015. LNCS, vol. 9265. Springer, Heidelberg (2015). doi: 10.1007/978-3-319-22389-6CrossRefGoogle Scholar
  25. 25.
    Estevez, E., Janssen, M.: Proceedings of the 5th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2011, Tallinn, Estonia, 26–28 September 2011. ACM (2011). ISBN 978-1-4503-0746-8Google Scholar
  26. 26.
    Ferro, E., Scholl, H.J., Wimmer, M.A. (eds.): EGOV 2008. LNCS, vol. 5184. Springer, Heidelberg (2008)Google Scholar
  27. 27.
    A Participative Roadmap for ICT Research in Electronic Governance and Policy Modelling, Contract No: FP7-ICT-248484, CROSSROAD Project (2011). http://www.crossroadeu.net
  28. 28.
    Gillani, S., Ko, A.: Incremental ontology population and enrichment through semantic-based text mining: an application for IT audit domain. Int. J. Semant. Web Inf. Syst. (IJSWIS) 11(3), 44–66 (2015)CrossRefGoogle Scholar
  29. 29.
    Gillani, S., Kő, A.: ProMine: a text mining solution for concept extraction and filtering. In: Gábor, A., Kő, A. (eds.) Corporate Knowledge Discovery and Organizational Learning. Knowledge Management and Organizational Learning, vol. 2, pp. 59–82. Springer, Cham (2016). ISBN 978-3-319-28915-1CrossRefGoogle Scholar
  30. 30.
    Bicking, M., Wimmer, M.A.: A scenario-based approach towards open collaboration for policy modelling. In: Janssen, M., Scholl, H.J., Wimmer, M.A., Tan, Y.-h. (eds.) EGOV 2011. LNCS, vol. 6846, pp. 223–234. Springer, Heidelberg (2011)CrossRefGoogle Scholar
  31. 31.
    EC: European governance - a white paper, COM/2001/0428 final (2011). http://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A52001DC0428
  32. 32.
    Shore, C.: ‘European governance’ or governmentality? the European commission and the future of democratic government. Eur. Law J. 17(3), 287–303 (2011)CrossRefGoogle Scholar
  33. 33.
    Jansen, A.: Innovation in eGovernment information infrastructures. In: Electronic Government and Electronic Participation: Joint Proceedings of Ongoing Research, Ph.D. Papers, Posters and Workshops of IFIP EGOV and EPart 2015, vol. 22, p. 232. IOS Press (2015)Google Scholar

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Authors and Affiliations

  1. 1.Corvinus University of BudapestBudapestHungary
  2. 2.Department of Computer ScienceCOMSATS Institute of Information TechnologyIslamabadPakistan

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