Spatial Decision Support Systems: Three decades on

Abstract This paper uses a bibliometric approach to examine the growth of and changes in the Spatial Decision Support Systems (SDSS) field over the past three decades. Bibliographic databases such as Web of Science (WOS) and Scopus provide valuable information on academic disciplines as they contain both the articles published and the articles cited. The articles published, and the disciplinary categorization of where they are published, are indicative of the changing disciplinary balance in SDSS, while the citation links of these papers illustrate the intellectual structure of the field. The analysis shows that despite conceptual links rooted in DSS, the field of SDSS developed largely independently from DSS, with little interaction between both. This is surprising, given the growing importance of spatial applications in DSS and an overlapping interest in business analytics and big data space-time analytics. The paper argues for greater interest in SDSS developments in the DSS field, including emergency response SDSS and public participation SDSS, as two forms of SDSS which extend DSS.

[1]  Paul A. Longley,et al.  Geographical information systems : principles, techniques, management, and applications , 2005 .

[2]  Valentina Ferretti,et al.  Key challenges and meta-choices in designing and applying multi-criteria spatial decision support systems , 2016, Decis. Support Syst..

[3]  Stefan Steiniger,et al.  The 2012 free and open source GIS software map - A guide to facilitate research, development, and adoption , 2013, Comput. Environ. Urban Syst..

[4]  Radhika Santhanam,et al.  Emergency management information systems: Could decision makers be supported in choosing display formats? , 2012, Decis. Support Syst..

[5]  Shuk Ying Ho,et al.  The effects of location personalization on individuals' intention to use mobile services , 2012, Decis. Support Syst..

[6]  David J. Cowen,et al.  GIS versus CAD versus DBMS: What are the Differences? Photogrammetric Engineering and Remote Sensing , 1990 .

[7]  Herbert A. Simon,et al.  The new science of management decision , 1960 .

[8]  Claus Rinner Web-based Spatial Decision Support: Status and Research Directions , 2003 .

[9]  Rebeca P. Díaz Redondo,et al.  Discovering geo-dependent stories by combining density-based clustering and thread-based aggregation techniques , 2018, Expert Syst. Appl..

[10]  Gerardine DeSanctis,et al.  A foundation for the study of group decision support systems , 1987 .

[11]  Marc P. Armstrong,et al.  Architecture for a microcomputer based spatial decision support system , 1986 .

[12]  Ezra Dessers,et al.  Analysing spatial data performance in inter-organisational processes , 2015, Int. J. Digit. Earth.

[13]  Maurizio Pollino,et al.  An Open Source GIS System for Earthquake Early Warning and Post-Event Emergency Management , 2011, ICCSA.

[14]  Fatemeh Zahedi,et al.  Exploring the influence of perceptual factors in the success of web-based spatial DSS , 2007, Decis. Support Syst..

[15]  A. Tversky,et al.  The framing of decisions and the psychology of choice. , 1981, Science.

[16]  Ludo Waltman,et al.  Citation-based clustering of publications using CitNetExplorer and VOSviewer , 2017, Scientometrics.

[17]  Daniel A. Keim,et al.  Geovisual analytics for spatial decision support: Setting the research agenda , 2007, Int. J. Geogr. Inf. Sci..

[18]  Henry Small Visualizing science by citation mapping , 1999 .

[19]  T. Grubesic,et al.  Exploring the GIS Knowledge Domain Using CiteSpace , 2015 .

[20]  Michael J. Hill,et al.  Multi-criteria decision analysis in spatial decision support: the ASSESS analytic hierarchy process and the role of quantitative methods and spatially explicit analysis , 2005, Environ. Model. Softw..

[21]  Bin Zhou,et al.  Performance improvement techniques for geospatial web services in a cyberinfrastructure environment - A case study with a disaster management portal , 2015, Comput. Environ. Urban Syst..

[22]  Graham Pervan,et al.  A critical analysis of decision support systems research , 2005, J. Inf. Technol..

[23]  Michael F. Goodchild Perspectives on the new cartography , 2015 .

[24]  Michael F. Goodchild,et al.  Assuring the quality of volunteered geographic information , 2012 .

[25]  Michael Pidd,et al.  CEMPS: A prototype spatial decision support system to aid in planning emergency evacuations , 1996, Trans. GIS.

[26]  Judy E. Scott,et al.  Business Decision-Making Using Geospatial Data: A Research Framework and Literature Review , 2013, Axioms.

[27]  M. Haklay How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets , 2010 .

[28]  Robert J. Kauffman,et al.  Understanding the paradigm shift to computational social science in the presence of big data , 2014, Decis. Support Syst..

[29]  Shivanand Balram,et al.  Collaborative geographic information systems , 2006 .

[30]  Jinho Choi,et al.  Analysis of keyword networks in MIS research and implications for predicting knowledge evolution , 2011, Inf. Manag..

[31]  Ozgur Turetken,et al.  Location analytics and decision support: Reflections on recent advancements, a research framework, and the path ahead , 2017, Decis. Support Syst..

[32]  Loet Leydesdorff,et al.  Betweenness centrality as an indicator of the interdisciplinarity of scientific journals , 2007, J. Assoc. Inf. Sci. Technol..

[33]  Peter B. Keenan,et al.  Changes in DSS disciplines in the Web of Science , 2016, J. Decis. Syst..

[34]  Timothy L. Nyerges,et al.  GROUP-BASED GEOGRAPHIC INFORMATION SYSTEMS FOR TRANSPORTATION IMPROVEMENT SITE SELECTION , 1997 .

[35]  William C. Perkins,et al.  Spatial decision support systems: An overview of technology and a test of efficacy , 1995, Decis. Support Syst..

[36]  Lei Hu,et al.  Geoprocessing in Cloud Computing platforms – a comparative analysis , 2013, Int. J. Digit. Earth.

[37]  Jacek Malczewski,et al.  GIS and Multicriteria Decision Analysis , 1999 .

[38]  Peter B. Keenan Cloud computing and DSS: the case of spatial DSS , 2013, Int. J. Inf. Decis. Sci..

[39]  Richard W. Scamell,et al.  A Team Approach to Managing the Development of a Decision Support System , 1979, MIS Q..

[40]  Ludo Waltman,et al.  Software survey: VOSviewer, a computer program for bibliometric mapping , 2009, Scientometrics.

[41]  Robert Goodspeed,et al.  Sketching and learning: A planning support system field study , 2016 .

[42]  Martin Bichler,et al.  Identification of influencers - Measuring influence in customer networks , 2008, Decis. Support Syst..

[43]  Loet Leydesdorff,et al.  Aggregated journal–journal citation relations in scopus and web of science matched and compared in terms of networks, maps, and interactive overlays , 2014, J. Assoc. Inf. Sci. Technol..

[44]  Jó Ueyama,et al.  Development of a spatial decision support system for flood risk management in Brazil that combines volunteered geographic information with wireless sensor networks , 2015, Comput. Geosci..

[45]  Ralph H. Sprague,et al.  Building Effective Decision Support Systems , 1982 .

[46]  Dianne Hall,et al.  A Look Toward the Future: Decision Support Systems Research is Alive and Well , 2012, J. Assoc. Inf. Syst..

[47]  D J PRICE,et al.  NETWORKS OF SCIENTIFIC PAPERS. , 1965, Science.

[48]  Andre Zerger,et al.  Impediments to using GIS for real-time disaster decision support , 2003, Comput. Environ. Urban Syst..

[49]  Ron Janssen,et al.  Evaluating Spatial Design Techniques for Solving Land-use Allocation Problems , 2005 .

[50]  M. Goodchild Citizens as sensors: the world of volunteered geography , 2007 .

[51]  Henry G. Small,et al.  Co‐citation Context Analysis and the Structure of Paradigms , 1980, J. Documentation.

[52]  T. Nyerges,et al.  Geographic information systems for group decision making : towards a participatory, geographic information science , 2001 .

[53]  David A. Bennett,et al.  Agent-based modelling environment for spatial decision support , 2003, Int. J. Geogr. Inf. Sci..

[54]  Jacek Malczewski,et al.  GIS‐based multicriteria decision analysis: a survey of the literature , 2006, Int. J. Geogr. Inf. Sci..

[55]  Bin Jiang,et al.  Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges , 2015, ArXiv.

[56]  John Scott What is social network analysis , 2010 .

[57]  Gerardine DeSanctis,et al.  Group decision support systems: a new frontier , 1984, DATB.

[58]  Paul J. Densham,et al.  Spatial decision support systems , 1991 .

[59]  Sean Eom,et al.  The Intellectual Structure of Decision Support Systems Research (1991-2004) , 2011, Decision Support - An Examination of the DSS Discipline.

[60]  Ismael Rafols,et al.  Interactive overlays: A new method for generating global journal maps from Web-of-Science data , 2011, J. Informetrics.

[61]  J. J. Breen,et al.  GIS in Emergency Management Cultures: An Empirical Approach to Understanding Inter- and Intra-agency Communication During Emergencies , 2013 .

[62]  Graham Pervan,et al.  Eight key issues for the decision support systems discipline , 2008, Decis. Support Syst..

[63]  Stephen J. Carver,et al.  Integrating multi-criteria evaluation with geographical information systems , 1991, Int. J. Geogr. Inf. Sci..

[64]  Jacek Malczewski,et al.  GIS-based land-use suitability analysis: a critical overview , 2004 .

[65]  Chaomei Chen,et al.  Interactive overlays of journals and the measurement of interdisciplinarity on the basis of aggregated journal-journal citations , 2013, J. Assoc. Inf. Sci. Technol..

[66]  Hjp Harry Timmermans,et al.  A SPATIAL DECISION SUPPORT SYSTEM FOR RETAIL PLAN GENERATION AND IMPACT ASSESSMENT , 2000 .

[67]  Piotr Jankowski,et al.  Geo‐questionnaire: A Method and Tool for Public Preference Elicitation in Land Use Planning , 2016, Trans. GIS.

[68]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[69]  J. Voogd,et al.  Multicriteria evaluation for urban and regional planning , 1982 .

[70]  Loet Leydesdorff,et al.  Mapping interdisciplinarity at the interfaces between the Science Citation Index and the Social Science Citation Index , 2007, Scientometrics.

[71]  Sean Eom,et al.  All author cocitation analysis and first author cocitation analysis: A comparative empirical investigation , 2008, J. Informetrics.

[72]  Linet Özdamar,et al.  Models, solutions and enabling technologies in humanitarian logistics , 2015, Eur. J. Oper. Res..

[73]  Shijia Gao Mobile decision support systems research: a literature analysis , 2013, J. Decis. Syst..

[74]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[75]  Richard L. Church,et al.  Support system development for forest ecosystem management , 2000, European Journal of Operational Research.

[76]  Piotr Jankowski,et al.  Integrating Geographical Information Systems and Multiple Criteria Decision-Making Methods , 1995, Int. J. Geogr. Inf. Sci..

[77]  José G. Borges,et al.  Cohesive fire management within an uncertain environment: A review of risk handling and decision support systems , 2015 .

[78]  Hyun B. Eom,et al.  Decision support systems applications research: A bibliography (1971–1988) , 1990 .

[79]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[80]  A. Tversky,et al.  Choices, Values, and Frames , 2000 .

[81]  Floris Goerlandt,et al.  GIS-based cost distance modelling to support strategic maritime search and rescue planning: A feasibility study , 2015 .

[82]  Graham Pervan,et al.  A critical analysis of decision support systems research revisited: the rise of design science , 2014, J. Inf. Technol..

[83]  Jing Ran,et al.  Integrating spatial planning and flood risk management: A new conceptual framework for the spatially integrated policy infrastructure , 2016, Comput. Environ. Urban Syst..

[84]  Albert S. Chen,et al.  A GIS-based Decision Support System for Typhoon Emergency Response in Taiwan , 2011 .

[85]  K. McCain Mapping Economics through the Journal Literature: An Experiment in Journal Cocitation Analysis. , 1991 .

[86]  Alexander Zipf,et al.  Leveraging OpenStreetMap to Support Flood Risk Management in Municipalities: A Prototype Decision Support System , 2016, ISCRAM.

[87]  Henry G. Small,et al.  Co-citation in the scientific literature: A new measure of the relationship between two documents , 1973, J. Am. Soc. Inf. Sci..

[88]  Slava Kisilevich,et al.  A GIS-based decision support system for hotel room rate estimation and temporal price prediction: The hotel brokers' context , 2013, Decis. Support Syst..

[89]  Omar F. El-Gayar,et al.  Increasing Research Relevance in DSS: Looking Forward by Reflecting on 40 Years of Progress , 2011, 2011 44th Hawaii International Conference on System Sciences.

[90]  Ramesh Sharda,et al.  Model-driven decision support systems: Concepts and research directions , 2007, Decis. Support Syst..

[91]  Ludo Waltman,et al.  CitNetExplorer: A new software tool for analyzing and visualizing citation networks , 2014, J. Informetrics.

[92]  Aileen R. Buckley,et al.  Geospatial big data and cartography: research challenges and opportunities for making maps that matter , 2017 .

[93]  Jason Papathanasiou,et al.  An Interactive Spatial Decision Support System Enabling Co-Located Collaboration using Tangible User Interfaces for the Multiple Capacitated Facility Location Problem , 2015, Int. J. Decis. Support Syst. Technol..

[94]  Adam Fadlalla,et al.  Business information visualization intellectual contributions: An integrative framework of visualization capabilities and dimensions of visual intelligence , 2016, Decis. Support Syst..

[95]  Vittorio Maniezzo,et al.  Decision support for siting problems , 1998, Decis. Support Syst..

[96]  Piotr Jankowski,et al.  Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces , 2016, Inf. Vis..

[97]  E. Næsset Geographical information systems in long-term forest management and planning with special reference to preservation of biological diversity: a review , 1997 .

[98]  Andreas Thor,et al.  Introducing CitedReferencesExplorer (CRExplorer): A program for reference publication year spectroscopy with cited references standardization , 2016, J. Informetrics.

[99]  Marc P. Armstrong,et al.  Requirements for the Development of GIS-Based Group Decision-Support Systems , 1994, J. Am. Soc. Inf. Sci..

[100]  Peter B. Keenan Spatial decision support systems for vehicle routing , 1998, Decis. Support Syst..

[101]  M. Bertolotto,et al.  Volunteered Geographic Information and the Future of Geospatial Data , 2017 .

[102]  Salvatore T. March,et al.  Design and natural science research on information technology , 1995, Decis. Support Syst..

[103]  Christopher Brewster,et al.  GIS and optimisation:potential benefits for emergency facility location in humanitarian logistics , 2016 .

[104]  Rob Kitchin,et al.  The data revolution : big data, open data, data infrastructures & their consequences , 2014 .

[105]  Vladimir Batagelj,et al.  Analysis and visualization of large networks with program package Pajek , 2016, Complex Adapt. Syst. Model..

[106]  Yajiong Xue,et al.  Cloud computing research in the IS discipline: A citation/co-citation analysis , 2016, Decis. Support Syst..

[107]  L. Comfort,et al.  A dynamic decision support system based on geographical information and mobile social networks: A model for tsunami risk mitigation in Padang, Indonesia , 2016 .

[108]  Marc P. Armstrong,et al.  Database organization strategies for spatial decision support systems , 1990, Int. J. Geogr. Inf. Sci..

[109]  Eric W. T. Ngai,et al.  Design and development of a context-aware decision support system for real-time accident handling in logistics , 2012, Decis. Support Syst..