A Synthesized Model of Markov Chain and ERG Theory for Behavior Forecast in Collaborative Prototyping

Authors

Wei-Lun Chang, MIS DepartmentFollow
Soe-Tsyr Yuan, MIS DepartmentFollow

Abstract

This paper uses a Markov chain process to forecast a customer’s behavior and combines the notions of collaborative prototyping and existence, relatedness, and growth (ERG) theory. Collaborative prototyping process allows two parties (e.g., customers and service providers) to anticipate the outcome of a design process. We also justify that the Markov chain within ERG theory would generate good performance in behavior prediction regardless of accuracy, precision, recall, and F1-measure.

Recommended Citation

Chang, Wei-Lun and Yuan, Soe-Tsyr (2008) "A Synthesized Model of Markov Chain and ERG Theory for Behavior Forecast in Collaborative Prototyping," Journal of Information Technology Theory and Application (JITTA): Vol. 9: Iss. 2, Article 5.
Available at: https://aisel.aisnet.org/jitta/vol9/iss2/5