Shared Knowledge in Collaborative Problem Solving: Acquisition and Effects

被引:0
|
作者
Thalemann, Susanne [1 ]
Strube, Gerhard [1 ]
机构
[1] Inst Informat & Gesell, D-79098 Freiburg, Germany
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Whenever heterogeneous experts work together, shared knowledge comes into play. In recent years, two important research questions have emerged that we will address in the present paper. First, we analyzed if collaborative problem solving leads to the construction of shared knowledge. The second goal of this study was to demonstrate the assumed positive effect of shared knowledge on collaborative problem solving. Following Newell and Simon's (1972) classic view of problem solving, we distinguish shared knowledge about the initial situation, the goals, and the operators. The kind and amount of prior shared knowledge was varied as an independent variable in four experimental conditions. We showed that participants acquired shared knowledge during the cooperation and that most of this information was correct. Further results indicate that if collaborating partners have knowledge in common, their overall problem solutions are better than if they lack any kind of shared information. However, this effect seems to be mostly due to shared knowledge about initial situation and goals, as this leads to better solutions than shared knowledge about operators.
引用
收藏
页码:1333 / 1338
页数:6
相关论文
共 50 条
  • [41] A Novel Knowledge Modeling Framework POTMe and Its Application for Collaborative Problem Solving
    Jiang, Jian
    [J]. PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015), 2016, 47 : 497 - 520
  • [42] Pragmatic Aspects of Collaborative Problem Solving: Towards a Framework for Conceptualizing Dynamic Knowledge
    Bonacin, Rodrigo
    Hornung, Heiko
    Dos Reis, Julio Cesar
    Pereira, Roberto
    Baranauskas, M. Cecilia C.
    [J]. ENTERPRISE INFORMATION SYSTEMS, ICEIS 2012, 2013, 141 : 410 - 426
  • [43] Negative effects of domain knowledge on creative problem solving
    Wiley, J
    [J]. PROCEEDINGS OF THE NINETEENTH ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY, 1997, : 820 - 825
  • [44] Open Science for a shared and collaborative knowledge
    Benedetta, Alosi
    Giuseppe, Bonanno
    Carlo, Costanzo
    Nunzio, Femmino
    [J]. MEDITERRANEAN JOURNAL OF CLINICAL PSYCHOLOGY, 2018, 6 (01):
  • [45] KNOWLEDGE ACQUISITION OF PROBLEM STRUCTURE IN PROBLEM-SOLVING - INVESTIGATION OF GOAL CAUSALITY, CONSTRAINT CAUSALITY, OBJECT RELATION IN ANALOGICAL PROBLEM-SOLVING
    KARIYAZONO, A
    [J]. JAPANESE JOURNAL OF EDUCATIONAL PSYCHOLOGY, 1994, 42 (04): : 421 - 431
  • [46] The Effects of Explicit Referencing in Distance Problem Solving Over Shared Maps
    Cherubini, Mauro
    Dillenbourg, Pierre
    [J]. GROUP'07: PROCEEDINGS OF THE 2007 INTERNATIONAL ACM CONFERENCE ON SUPPORTING GROUP WORK, 2007, : 331 - 340
  • [47] Lost in transition - Learning analytics on the transfer from knowledge acquisition to knowledge application in complex problem solving
    Nicolay, Bjorn
    Krieger, Florian
    Stadler, Matthias
    Gobert, Janice
    Greiff, Samuel
    [J]. COMPUTERS IN HUMAN BEHAVIOR, 2021, 115
  • [48] Measuring Collaborative Problem Solving Capability in Creative Problem Solving Situation
    Song, Min Hae
    Park, Jung Ae
    Park, Jooyong
    [J]. GROUP'20: COMPANION OF THE 2020 ACM INTERNATIONAL CONFERENCE ON SUPPORTING GROUP WORK, 2019, : 103 - 106
  • [49] Collaborative knowledge acquisition with a genetic algorithm
    EstivillCastro, V
    [J]. NINTH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 1997, : 270 - 277
  • [50] Collaborative knowledge management: Breaking the knowledge acquisition bottleneck
    Wagner, C
    [J]. Innovations Through Information Technology, Vols 1 and 2, 2004, : 341 - 344