A User Behavior Based Trust Model for Mobile Applications

A mobile application is a software package that can be installed and executed in a mobile device. Which mobile application is more trustworthy for a user to purchase or install becomes a crucial issue that impacts its final success. This paper proposes a trust model based on users' behaviors, which assists the evaluation and management of the mobile application's trust with user friendliness. We achieve our model through exploratory factor analysis, reliability analysis and correlation analysis based on the data collected from a questionnaire survey. It is indicated that a user's trust behavior is a multidimensional construct composed of four aspects: usage behavior, reflection behavior, correlation behavior and management behavior. Particularly, the practical significance of our work towards usable trust management, the limitations of current empirical study and future work are also discussed.

[1]  L. Crocker,et al.  Introduction to Classical and Modern Test Theory , 1986 .

[2]  Bonnie M. Muir,et al.  Trust in automation. I: Theoretical issues in the study of trust and human intervention in automated systems , 1994 .

[3]  Charles J. Kacmar,et al.  Developing and Validating Trust Measures for e-Commerce: An Integrative Typology , 2002, Inf. Syst. Res..

[4]  Gregory A. Bigley,et al.  Straining for Shared Meaning in Organization Science: Problems of Trust and Distrust , 1998 .

[5]  Sunny Marche,et al.  Enabling trust online , 2002, Proceedings. Third International Symposium on Electronic Commerce,.

[6]  Sotirios Terzis,et al.  Gathering Experience in Trust-Based Interactions , 2006, iTrust.

[7]  Lance J. Hoffman,et al.  Trust beyond security: an expanded trust model , 2006, CACM.

[8]  J. Nunnally Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .

[9]  Ling Liu,et al.  A reputation-based trust model for peer-to-peer ecommerce communities , 2003, EC.

[10]  Stephen Marsh,et al.  Formalising Trust as a Computational Concept , 1994 .

[11]  Xin Li,et al.  Predicting user trust in information systems: a comparison of competing trust models , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[12]  Zheng Yan,et al.  An Adaptive Trust Control Model for a Trustworthy Component Software Platform , 2007, ATC.

[13]  N Moray,et al.  Trust, control strategies and allocation of function in human-machine systems. , 1992, Ergonomics.

[14]  N. Moray,et al.  Trust in automation. Part II. Experimental studies of trust and human intervention in a process control simulation. , 1996, Ergonomics.

[15]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[16]  Zheng Yan,et al.  Trust Modeling and Management: From Social Trust to Digital Trust , 2008 .

[17]  N. L. Chervany,et al.  Initial Trust Formation in New Organizational Relationships , 1998 .