Interacting with Information in Immersive Virtual Environments

In this paper, we demonstrate the Information Interactions in Virtual Reality (IIVR) system designed and implemented to study how users interact with abstract information objects in immersive virtual environments in the context of information retrieval. Virtual reality displays are quickly growing as social and personal computing media, and understanding user interactions in these immersive environments is imperative. As a step towards effective information retrieval in such emerging platforms, our system is central to upcoming studies to observe how users engage in information triaging tasks in Virtual Reality (VR). In these studies, we will observe the effects of (1) information layouts and (2) types of interactions in VR. We believe this early system motivates researchers in understanding and designing meaningful interactions for future VR information retrieval applications.

[1]  George Buchanan,et al.  Investigating Document Triage on Paper and Electronic Media , 2007, ECDL.

[2]  Thorsten Joachims,et al.  Eye-tracking analysis of user behavior in WWW search , 2004, SIGIR '04.

[3]  Marti A. Hearst Search User Interfaces , 2009 .

[4]  Filip Radlinski,et al.  Search Engines that Learn from Implicit Feedback , 2007, Computer.

[5]  Chris North,et al.  Information-rich virtual environments: theory, tools, and research agenda , 2003, VRST '03.

[6]  Doug A. Bowman,et al.  Testbed Evaluation of Virtual Environment Interaction Techniques , 2001, Presence Teleoperators Virtual Environ..

[7]  Milad Shokouhi,et al.  From Queries to Cards: Re-ranking Proactive Card Recommendations Based on Reactive Search History , 2015, SIGIR.

[8]  Nicholas J. Belkin,et al.  Reading time, scrolling and interaction: exploring implicit sources of user preferences for relevance feedback , 2001, Annual International ACM SIGIR Conference on Research and Development in Information Retrieval.

[9]  Pan Hui,et al.  Interaction Methods for Smart Glasses: A Survey , 2017, IEEE Access.

[10]  Doug A. Bowman,et al.  Virtual Reality: How Much Immersion Is Enough? , 2007, Computer.

[11]  Dennis Proffitt,et al.  Quantifying immersion in virtual reality , 1997, SIGGRAPH.

[12]  Cassidy R. Sugimoto,et al.  A systematic review of interactive information retrieval evaluation studies, 1967-2006 , 2013, J. Assoc. Inf. Sci. Technol..

[13]  Thorsten Joachims,et al.  Optimizing search engines using clickthrough data , 2002, KDD.

[14]  Jacek Gwizdka,et al.  Characterizing relevance with eye-tracking measures , 2014, IIiX.

[15]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[16]  Patrick Baudisch,et al.  VirtualSpace - Overloading Physical Space with Multiple Virtual Reality Users , 2018, CHI.

[17]  Andreas Dengel,et al.  Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond , 2012, TIIS.

[18]  Maurice Schleußinger Information retrieval interfaces in virtual reality-A scoping review focused on current generation technology. , 2021, PloS one.

[19]  Jaana Kekäläinen,et al.  Cumulated gain-based evaluation of IR techniques , 2002, TOIS.

[20]  Catherine Plaisant,et al.  Virtual memory palaces: immersion aids recall , 2018, Virtual Reality.

[21]  Grace Hui Yang,et al.  Minority Report by Lemur: Supporting Search Engine with Virtual Reality , 2018, SIGIR.

[22]  Robert G. Capra,et al.  Immersive Search: Using Virtual Reality to Examine How a Third Dimension Impacts the Searching Process , 2020, SIGIR.

[24]  Jaime Arguello,et al.  Using Principal Component Analysis to Better Understand Behavioral Measures and their Effects , 2019, ICTIR.

[25]  Diane Kelly,et al.  Methods for Evaluating Interactive Information Retrieval Systems with Users , 2009, Found. Trends Inf. Retr..

[26]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[27]  Mark Billinghurst,et al.  An evaluation of wearable information spaces , 1998, Proceedings. IEEE 1998 Virtual Reality Annual International Symposium (Cat. No.98CB36180).