Context-Awareness and Mobile HCI: Implications, Challenges and Opportunities

Context-awareness endows mobile devices and services with the capability of interacting with users in an efficient, intelligent, natural and smart fashion. Consequently, context-awareness makes a significant difference to mobile HCI. However, the challenges brought by context-awareness to users of mobile devices are rarely examined in depth. In this paper, previous conceptions of context and their contribution to context-awareness in mobile HCI is scrutinized and a preliminary context-computer interaction (CCI) model is advanced to illustrate the interaction characterized by mobile context-awareness. Furthermore, the paper examines the limitations of information processing models and review alternative models of context. We also address user experience challenges related to the enablement of mobile context-awareness and highlight avenues for future research issues. Specifically, we found that context-awareness has been employed broadly in developing applications and services on mobile platform, has had a huge impact on mobile user experience, and has altered the interaction between humans and computers by giving the latter a more active role to play. The significance of context-awareness in the usage of mobile systems calls for systematic and in-depth appreciation of its impact on mobile HCI.

[1]  Yanhong Liu,et al.  Intelligent Context-Aware and Adaptive Interface for Mobile LBS , 2015, Comput. Intell. Neurosci..

[2]  Minyi Guo,et al.  Survey on context-awareness in ubiquitous media , 2011, Multimedia Tools and Applications.

[3]  Joseph S. Valacich,et al.  How Is Your User Feeling? Inferring Emotion Through Human-Computer interaction Devices , 2017, MIS Q..

[4]  Christine Bauer.  A Comparison and Validation of 13 Context Meta-Models , 2012, ECIS.

[5]  Harry Bouwman,et al.  Context of Use: The Final Frontier in the Practice of User-Centered Design? , 2016, Interact. Comput..

[6]  Pin-Han Ho,et al.  Framework for NFC-Based Intelligent Agents: A Context-Awareness Enabler for Social Internet of Things , 2014, Int. J. Distributed Sens. Networks.

[7]  Imed Zitouni,et al.  Understanding User Satisfaction with Intelligent Assistants , 2016, CHIIR.

[8]  Wolfgang Wörndl,et al.  Evaluating the impact of proactivity in the user experience of a context-aware restaurant recommender for Android smartphones , 2013, J. Syst. Archit..

[9]  Kin K. Leung,et al.  Context-Awareness for Mobile Sensing: A Survey and Future Directions , 2016, IEEE Communications Surveys & Tutorials.

[10]  Jp Tom Djajadiningrat,et al.  Changing your Hammer: The Implications of Paradigmatic Innovation for Design Practice , 2014 .

[11]  Gregory D. Abowd,et al.  Towards a Better Understanding of Context and Context-Awareness , 1999, HUC.

[12]  Matthias Baldauf,et al.  A survey on context-aware systems , 2007, Int. J. Ad Hoc Ubiquitous Comput..

[13]  V. Kaptelinin.  Activity theory: implications for human-computer interaction , 1995 .

[14]  Guoray Cai,et al.  Activity-oriented context-aware adaptation assisting mobile geo-spatial activities , 2006, IUI '06.

[15]  Aimilia Tasidou,et al.  Mobile guides: Taxonomy of architectures, context awareness, technologies and applications , 2013, J. Netw. Comput. Appl..

[16]  Roy H. Campbell,et al.  An infrastructure for context-awareness based on first order logic , 2003, Personal and Ubiquitous Computing.

[17]  Gregory D. Abowd,et al.  Context-awareness in wearable and ubiquitous computing , 1997, Digest of Papers. First International Symposium on Wearable Computers.

[18]  Anind K. Dey,et al.  Context-Awareness and Mobile Devices , 2008 .

[19]  Anind K. Dey,et al.  Is Context-Aware Computing Taking Control away from the User? Three Levels of Interactivity Examined , 2003, UbiComp.

[20]  Jesper Kjeldskov,et al.  A longitudinal review of Mobile HCI research methods , 2012, Mobile HCI.

[21]  Virpi Roto,et al.  Identifying hedonic factors in long-term user experience , 2011, DPPI.

[22]  Zahir Tari,et al.  CoCaMAAL: A cloud-oriented context-aware middleware in ambient assisted living , 2014, Future Gener. Comput. Syst..

[23]  Qian Xu,et al.  Context-Based Mobile User Interface , 2016 .

[24]  Arkady B. Zaslavsky,et al.  Context Aware Computing for The Internet of Things: A Survey , 2013, IEEE Communications Surveys & Tutorials.

[25]  Euiho Suh,et al.  Context-aware systems: A literature review and classification , 2009, Expert Syst. Appl..

[26]  Phoebe Sengers,et al.  The Three Paradigms of HCI , 2007 .

[27]  Luis A. Guerrero,et al.  Ubiquitous Notification Mechanism to Provide User Awareness , 2016 .

[28]  Bill N. Schilit,et al.  Disseminating active map information to mobile hosts , 1994, IEEE Network.

[29]  Albrecht Schmidt,et al.  Ubiquitous computing - computing in context , 2003 .

[30]  Ashley Colley,et al.  SmartActions: Context-Aware Mobile Phone Shortcuts , 2009, INTERACT.

[31]  Anind K. Dey,et al.  Understanding and Using Context , 2001, Personal and Ubiquitous Computing.

[32]  John F. Canny,et al.  The Future of Human-Computer Interaction , 2006, ACM Queue.

[33]  Charalabos Skianis,et al.  A Survey on Context-Aware Mobile and Wireless Networking: On Networking and Computing Environments' Integration , 2013, IEEE Communications Surveys & Tutorials.

[34]  Sandra Trösterer,et al.  Implicit Interaction in Multimodal Human-Machine Systems , 2009 .

[35]  Kenton O'Hara,et al.  Proceedings of the 14th international conference on Human-computer interaction with mobile devices and services , 2012 .

[36]  Victor Kaptelinin,et al.  Making HCI theory work: an analysis of the use of activity theory in HCI research , 2016, Behav. Inf. Technol..

[37]  Albrecht Schmidt,et al.  There is more to context than location , 1999, Comput. Graph..

[38]  Hiroaki Ogata,et al.  Context-aware support for computer-supported ubiquitous learning , 2004, The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004. Proceedings..

[39]  B. Nardi.  Studying context: a comparison of activity theory, situated action models, and distributed cognition , 1995 .

[40]  Albrecht Schmidt,et al.  Implicit human computer interaction through context , 2000, Personal Technologies.

[41]  Blair Nonnecke,et al.  UX-Log: Understanding Website Usability through Recreating Users' Experiences in Logfiles , 2014 .

[42]  Denzil Ferreira,et al.  Understanding the Challenges of Mobile Phone Usage Data , 2015, MobileHCI.

[43]  Robert W. Proctor,et al.  The Cognitive Revolution at Age 50: Has the Promise of the Human Information-Processing Approach Been Fulfilled? , 2006, Int. J. Hum. Comput. Interact..

[44]  Gediminas Adomavicius,et al.  Context-aware recommender systems , 2008, RecSys '08.