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논문검색

An Experimental Comparison of the Usability of Rule-based and Natural Language Processing-based Chatbots

원문정보

Yeji Lim, Jeonghun Lim, Namjae Cho

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초록

영어

Service organizations increasingly adopt data-based intelligent engines called chatbots in support of the interaction between customers and the companies. Two different types of chatbots have been suggested and introduced by companies leading the adoption of this emerging technology: rule-based chatbots and natural language processing-based chatbots. While the differences between these two types of technologies look relatively clear, the organizational and practical impacts of the differences have not been systematically explored. This study performed an experiment to compare the use of the two different types of chatbots used in practice by two comparable organizations. These two types of actual chatbots were used by Korean on-line shopping malls with similar business models (mobile shopping), length of history, size and reputation. The comparison was made based on such dimensions as usability, searchability, reliability and attractiveness. Contraty to conventional expectation that the superiority in technology will produce superior usability, the results show mixed superiority. The discussion on the reasons is presented.

목차

ABSTRACT
Ⅰ. Introduction
Ⅱ. Conceptual Background
2.1. Chatbot
2.2. User Experience
Ⅲ. Research Method
3.1. Experimental Treatment: Chatbots
3.2. Measurement of Dependent Variables
3.3. Experimental Procedure
Ⅳ. Study Results
4.1. Data Collection and Data Analysis
4.2. Correlation Analysis
4.3. Patterns of Experimental Outcome Scores and Overall Comparison
4.4. Itemized Comparison of the Experimental Outcome Scores
Ⅴ. Conclusion

저자정보

  • Yeji Lim Ph.D. Student, School of Business, Hanyang University, Seoul, Korea
  • Jeonghun Lim Ph.D. Student, School of Business, Hanyang University, Seoul, Korea
  • Namjae Cho Professor, School of Business, Hanyang University, Seoul, Korea

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