Abstract
Multi-criteria decision making (MCDM) is represented by utility and outranking methods. Of the utility models, the analytic hierarchy process (AHP) is probably the most popular in group-decision support. The social choice theory (SCT) with its voting systems can be efficiently combined with MCDM, and AHP in particular, in various group-decision contexts. This paper investigates two possible contexts where modeling group decision-making processes in the field of human–computer interaction (HCI) takes place. Being an important part of universal access in the information society, the first context assumes the use of AHP only, associated with two different aggregating techniques to derive the group decision, with and without a consensus. The second context is based on using only SCT systems, i.e., preferential and non-preferential voting systems. The third, novel, approach that is proposed assumes a full AHP application in the first stage to obtain the weights of alternatives and, in the second stage, an interpretation of the AHP’s cardinal information as being the ordinal one and the direct application of the SCT voting systems. Comparative analyses show good agreement for the results when the three methodologies are applied as the decision support to ranking by importance (for a group of 14 PhD students) several widely used sources of information for the internet. The method of virtually combining the AHP and SCT voting systems could be efficiently implemented in real decision-making situations in HCI and related sectors, as well as in cross-sector settings.
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References
Srdjevic, B.: Linking Analytic Hierarchy Process and Social Choice Methods to Support Group Decision-Making in Water Management. Decis. Support Syst. 42(4), 2261–2273 (2007)
Bolloju, B.: Aggregation of analytic hierarchy process models based on similarities in decision makers’ preferences. Eur. J. Oper. Res. 128(3), 499–508 (2001)
Zahir, S.: Clusters in a group: Decision making in the vector space formulation of the analytic hierarchy process. Eur. J. Oper. Res. 112(3), 620–634 (1999)
Cranor, L.F.: Declared-Strategy Voting: An Instrument for Group Decision-Making. Ph.D. Dissertation, Washington University, St. Louis, MO, USA (1996)
Lakeman, E.: How Democracies Vote: A Study of Electoral Systems, 4th edn. Faber & Faber, London (1974)
Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)
Ishizaka, A., Labib, A.:. Review of the main developments in the analytic hierarchy process. Expert Syst. Appl. 38(11), 14336–14345 (2011)
Srdjevic, B., Pipan, M., Srdjevic, Z., Arh, T.: AHP supported evaluation of LMS quality. In: Lai-Chong Law, E. et al. (eds.) Proceedings of the International Workshop on the Interplay between User Experience (UX) and Software Development (I-UxSED 2012) in conjunction with the 7th Nordic Conference on Human-Computer Interaction (NordiCHI 2012), pp. 52–57, October 14, 2012. Copenhagen, Denmark (2012). Available on-line at http://ceur-ws.org/Vol-922/ ISSN: 1613-0073
Taylor, A.D.: Mathematics and Politics. Springer, New York (1995)
McNut, P.A.: The Economics of Public Choice. Edward Elgar, UK (1996)
Kelly, J.S.: Social Choice Theory. An Introduction. Springer, New York (1988)
Laukkanen, S., Kangas, A., Kangas, J.: Applying voting theory in natural resource management: a case of multiple-criteria group decision support. J. Environ. Manag. 64(2), 127–137 (2002)
Lootsma, F.A., Schuijt, H.: The multiplicative AHP, SMART, and ELECTRE in a common context. J. Multi Criteria Decis. Anal. 6(4), 185–196 (1997)
Srdjevic, B., Srdjevic, Z.: Synthesis of individual best local priority vectors in AHP-group decision making. Appl. Soft Comput. 13(4), 2045–2056 (2013)
Forman, E., Peniwati, K.: Aggregating individual judgments and priorities with the analytic hierarchy process. Eur. J. Oper. Res. 108(1), 165–169 (1998)
Regan, H.M., Colyvan, M., Markovchick-Nicholls, L.: A formal model for consensus and negotiation in environmental management. J. Environ. Manag. 80(2), 167–176 (2006)
Lehrer, L., Wagner, C.: Rational Consensus in Science and Society. Reidel, Dordrecht (1981)
Yaniv, I.: Receiving other people’s advice: influence and benefit. Organ. Behav. Hum. Decis. Process. 93(1), 1–13 (2004)
Ridgley, M.A.: Equity and the determination of accountability for greenhouse-gas reduction. Central Eur. J. Oper. Res. Econ. 2(3), 223–242 (1993)
Collignon, S.: The European Republic: Reflections on the Political Economy and Future Constitution. Federal Trust for Education and Research, London (2003)
d’Angelo, A., Eskandari, A., Szidarovszky, F.: Social choice procedures in water resources management. J. Environ. Manag. 52(3), 203–210 (1998)
Fraser, N.M., Hauge, J.W.: Multicriteria approval: application of approval voting concepts to MCDM problems. J. Multi Criteria Decis. Anal. 7(5), 263–273 (1998)
Srdjevic, B., Srdjevic, Z., Blagojevic, B., Suvocarev, K.: A two-phase algorithm for consensus building in AHP-group decision-making. Appl. Math. Model. 37(10–11), 6670–6682 (2013)
Acknowledgments
This work is a part of common research within the framework of the COST Action IC0904 ‘Towards the Integration of Transectorial IT Design and Evaluation (TwinTide).’ It was also supported in part by the Serbian Ministry of Education, Science and Technological Development and Secretariat for Science and Technological Development of Vojvodina Province.
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Srdjevic, B., Pipan, M., Srdjevic, Z. et al. Virtually combining the analytical hierarchy process and voting methods in order to make group decisions. Univ Access Inf Soc 14, 231–245 (2015). https://doi.org/10.1007/s10209-013-0337-9
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DOI: https://doi.org/10.1007/s10209-013-0337-9