Investigating Insight Generation and Decision Making with Visualizations in Real and Virtual Environments

被引:0
|
作者
Gill, Devin M. [1 ]
Ruginski, Ian T. [1 ]
Butner, Joshua [1 ]
Geuss, Michael N. [2 ]
Stefanucci, Jeanine K. [1 ]
Creem-Regehr, Sarah H. [1 ]
机构
[1] Univ Utah, Salt Lake City, UT 84112 USA
[2] US Army Res Lab, Aberdeen Proving Ground, MD USA
关键词
3D Visualization; Virtual Environments; Decision Making; Insight Generation;
D O I
10.1145/3183654.3183704
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Visualizing data has been touted as a method to reduce cognitive workload by externalizing cognitive processes and utilizing the human perceptual system's ability to recognize patterns [1-4]. The current study investigated whether displaying sociocultural data in an immersive 3D virtual environment improved insight generation and decision making over traditional 2D visualizations. Participants were given 10 minutes to interact with visualizations representing sociocultural information and decide where a possible future threat in a fictional city may occur using either a 2D tabletop map in the real world or the same map represented in 3D in an immersive virtual environment. Visualizations included information either highly correlated with previous incidents (i.e., government building locations and bus routes) and information not highly correlated (i.e., religious centers, income for areas, park locations, and flood zones). Success required identifying which variables were highly correlated with previous incidents, and thus predicted where a future threat may occur. Initial results indicate that in the 3D virtual environment, successful participants gave their final decision about 90 seconds faster than unsuccessful participants. Throughout the simulation, previous incident and government building location visualizations were highly utilized (for both, 85% of total duration), however, successful participants used the bus routes longer (12%) compared to unsuccessful participants. Further, the current trend suggests that successful participants avoided using irrelevant visualization information compared to unsuccessful participants. Ongoing work will compare these results to the 2D table-top display.
引用
收藏
页数:1
相关论文
共 50 条
  • [21] Real and virtual environments, real and virtual memory
    Strong, GW
    BEHAVIORAL AND BRAIN SCIENCES, 1997, 20 (04) : 756 - +
  • [22] Research on intelligent mutual decision-making in virtual learning environments
    Yun, Ruwei
    Li, Yi
    TECHNOLOGIES FOR E-LEARNING AND DIGITAL ENTERTAINMENT, PROCEEDINGS, 2006, 3942 : 100 - 107
  • [23] Virtual Eye: A Sensor Based Mobile Viewer toAid Collaborative Decision Making in Virtual Environments
    Ranaweera, Warunika
    Wickramarachchi, Ruwan
    Jabbar, Shazan
    Weerasinghe, Maheshya
    Gunathilake, Naduni
    Keppitiyagama, Chamath
    Sandaruwan, Damitha
    Samarasinghe, Prabath
    INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER2012), 2012, : 56 - 61
  • [24] An Industry Case Study: Investigating Early Design Decision Making in Virtual Reality
    Berg, Leif P.
    Vance, Judy M.
    JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2017, 17 (01)
  • [25] The role of decision makers' use of visualizations in project portfolio decision making
    Killen, Catherine P.
    Geraldi, Joana
    Kock, Alexander
    INTERNATIONAL JOURNAL OF PROJECT MANAGEMENT, 2020, 38 (05) : 267 - 277
  • [26] Decision making with visualizations: a cognitive framework across disciplines
    Padilla, Lace M.
    Creem-Regehr, Sarah H.
    Hegarty, Mary
    Stefanucci, Jeanine K.
    COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS, 2018, 3
  • [27] Decision making with visualizations: a cognitive framework across disciplines
    Lace M. Padilla
    Sarah H. Creem-Regehr
    Mary Hegarty
    Jeanine K. Stefanucci
    Cognitive Research: Principles and Implications, 3
  • [28] Decision making with insight.
    Modi, JA
    INTERFACES, 2004, 34 (01) : 78 - 79
  • [29] The Effect of Uncertainty Visualizations on Decision Making in Weather Forecasting
    Nadav-Greenberg, Limor
    Joslyn, Susan L.
    Taing, Meng U.
    JOURNAL OF COGNITIVE ENGINEERING AND DECISION MAKING, 2008, 2 (01) : 24 - 47
  • [30] Improved Stakeholder Communication and Visualizations: Real-Time Interaction and Cost Estimation within Immersive Virtual Environments
    Balali, Vahid
    Noghabaei, Mojtaba
    Heydarian, Arsalan
    Han, Kevin
    CONSTRUCTION RESEARCH CONGRESS 2018: CONSTRUCTION INFORMATION TECHNOLOGY, 2018, : 522 - 530