Information Systems for "Wicked Problems" Research at the Intersection of Social Media and Collective Intelligence

被引:8
|
作者
Schoder, Detlef [1 ]
Putzke, Johannes [1 ]
Metaxas, Panagiotis Takis [2 ,3 ]
Gloor, Peter A. [4 ]
Fischbach, Kai [5 ]
机构
[1] Univ Cologne, D-50969 Cologne, Germany
[2] Wellesley Coll, Wellesley, MA 02181 USA
[3] Harvard Univ, Cambridge, MA 02138 USA
[4] MIT, Sloan Sch Management, Cambridge, MA 02139 USA
[5] Otto Friedrich Univ Bamberg, D-96047 Bamberg, Germany
关键词
Collective intelligence; Knowledge work; Research agenda; Research commentary; Social media; Wicked problems; KNOWLEDGE MANAGEMENT; CITIZEN SCIENCE; BUSINESS; NETWORKS; STOCK; PERFORMANCE; ONTOLOGY; MODELS;
D O I
10.1007/s12599-013-0303-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The objective of this commentary is to propose fruitful research directions built upon the reciprocal interplay of social media and collective intelligence. We focus on "wicked problems" - a class of problems that Introne et al. (Kunstl. Intell. 27:45-52, 2013) call "problems for which no single computational formulation of the problem is sufficient, for which different stakeholders do not even agree on what the problem really is, and for which there are no right or wrong answers, only answers that are better or worse from different points of view". We argue that information systems research in particular can aid in designing appropriate systems due to benefits derived from the combined perspectives of both social media and collective intelligence. We document the relevance and timeliness of social media and collective intelligence for business and information systems engineering, pinpoint needed functionality of information systems for wicked problems, describe related research challenges, highlight prospective suitable methods to tackle those challenges, and review examples of initial results.
引用
收藏
页码:3 / 10
页数:8
相关论文
共 50 条
  • [11] Social media-based systems: an emerging area of information systems research and practice
    Khan, Gohar Feroz
    SCIENTOMETRICS, 2013, 95 (01) : 159 - 180
  • [12] Ethical Considerations at the Intersection of Social Media and Dementia Prevention Research
    V. Hrincu
    G. Zaleski
    J. M. Robillard
    The Journal of Prevention of Alzheimer's Disease, 2024, 11 : 274 - 284
  • [13] Ethical Considerations at the Intersection of Social Media and Dementia Prevention Research
    Hrincu, V.
    Zaleski, G.
    Robillard, J. M.
    JPAD-JOURNAL OF PREVENTION OF ALZHEIMERS DISEASE, 2024, 11 (02): : 274 - 284
  • [14] Social media-based systems: an emerging area of information systems research and practice
    Gohar Feroz Khan
    Scientometrics, 2013, 95 : 159 - 180
  • [15] Tapping into the use of social media applications for harnessing the citizens' collective intelligence in the strategic digital city
    Flores, Carla Cavichiolo
    Rezende, Denis Alcides
    Lopes, Luisa Aguilar
    2018 4TH IEEE INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC 2018), 2018, : 416 - 423
  • [16] Fuzzy Information Filters for User Modeling in Collective Intelligence Systems
    Castellano, Giovanna
    Castiello, Ciro
    Fanelli, Anna Maria
    Lucarelli, Marco
    Mencar, Corrado
    IFKAD 2015: 10TH INTERNATIONAL FORUM ON KNOWLEDGE ASSET DYNAMICS: CULTURE, INNOVATION AND ENTREPRENEURSHIP: CONNECTING THE KNOWLEDGE DOTS, 2015, : 941 - 954
  • [17] Artificial intelligence in information systems research: A systematic literature review and research agenda
    Collins, Christopher
    Dennehy, Denis
    Conboy, Kieran
    Mikalef, Patrick
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2021, 60
  • [18] Social information use and the evolution of unresponsiveness in collective systems
    Torney, Colin J.
    Lorenzi, Tommaso
    Couzin, Iain D.
    Levin, Simon A.
    JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2015, 12 (103)
  • [19] The role of artificial intelligence algorithms in information systems research: a conceptual overview and avenues for research
    Bendig, David
    Braeunche, Antonio
    MANAGEMENT REVIEW QUARTERLY, 2024,
  • [20] From social computing to reflexive collective intelligence: The IEML research program
    Levy, Pierre
    INFORMATION SCIENCES, 2010, 180 (01) : 71 - 94