Proceedings of International Conference on Applied Innovation in IT
2022/03/09, Volume 10, Issue 1, pp.43-49
Linguistic Difference of Human-Human and Human-Chatbot Dialogues about COVID-19 in the Russian Language
Aleksandr Perevalov, Aleksandr Vysokov, Andreas Both Abstract: This work describes the quantitative analysis of the linguistic difference in human-human and human-chatbot dialogues. The research is based on conducting a set of experiments where respondents communicate with a human or a chatbot in the domain of COVID-19 questions. In the case of the human-human dialogues, the approach of the inverted "Wizard of Oz" experimental setting is used. During the experiments, 35 humanhuman and 68 human-chatbot dialogues in Russian language were performed. The dialogues were collected
Keywords: Quantitative Text Analysis, Human-Chatbot Interaction, Human-Computer Interaction, Chatbot Interaction Design, Language Features, Wizard of Oz, COVID-19
DOI: 10.25673/76931
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References:
- U. Gnewuch, S. Morana, and A. Maedche, "Towards designing cooperative and social conversational agents for customer service." in Proceedings of the 38th International Conference on Information Systems (ICIS), 2017.
- K. K. Fitzpatrick, A. Darcy, and M. Vierhile, "Deliv-ering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully au-tomated conversational agent (woebot): a randomized controlled trial," JMIR mental health, vol. 4, no. 2, p. e7785, 2017.
- A. Androutsopoulou, N. Karacapilidis, E. Loukis, and Y. Charalabidis, "Transforming the communication between citizens and government through aiguided chatbots," Government Information Quarterly, vol. 36, no. 2, pp. 358-367, 2019.
- A. P. Chaves and M. A. Gerosa, "How should my chatbot interact? a survey on social characteristics in human–chatbot interaction design," International Journal of Human–Computer Interaction, vol. 37, no. 8, pp. 729-758, 2021.
- M. R. Mehl, "Quantitative text analysis." 2006.
- D. Duijst, "Can we improve the user experience of chatbots with personalisation," Master’s thesis. University of Amsterdam, 2017.
- M.-C. Jenkins, R. Churchill, S. Cox, and D. Smith, "Analysis of user interaction with service oriented
- chatbot systems," in International Conference on Human-Computer Interaction. Springer, 2007, pp. 76-83.
- J. Hill, W. R. Ford, and I. G. Farreras, "Real con-versations with artificial intelligence: A compari-son between human–human online conversations and human–chatbot conversations," Computers in human behavior, vol. 49, pp. 245-250, 2015.
- A. Schlesinger, K. P. O’Hara, and A. S. Taylor, "Let’s talk about race: Identity, chatbots, and ai," in Proceed-ings of the 2018 chi conference on human factors in computing systems, 2018, pp. 1-14.
- Y. Mou and K. Xu, "The media inequality: Comparing the initial human-human and human-ai social interactions,"
- Computers in Human Behavior, vol. 72, pp. 432-440, 2017.
- E. Silkej, "Linguistic differences in real conversations: Human to human vs human to chatbot," 2020.
- M. Oya, "Syntactic dependency distance as sentence complexity measure," Proceedings of the 16th International Conference of Pan-Pacific Association of Applied Linguistics, 01 2011.
- H. Liu, "Dependency distance as a metric of language comprehension difficulty," Journal of Cognitive Science, vol. 9, pp. 159-191, 09 2008.
- J. Ure, "Lexical density and register differentiation,"Applications of Linguistics, pp. 443–452, 1971.
- G. Herdan, Quantitative Linguistics. London: Butterworth, 1960.
- H. H. Sommers, "Statistical methods in literary analysis,"The computer and literary style, pp. 128-140, 1966.
- P. Guiraud, Probl`emes et M´ethodes de la Statistique Linguistique. Paris: Presses universitaires de France, 1960.
- R. Flesch, "A new readability yardstick," Journal of Applied Psychology, pp. 221–233, 1948.
- V. Solovyev, V. Ivanov, and M. Solnyshkina, "Assessment of reading difficulty levels in russian academic
- texts: Approaches and metrics," Journal of Intelligent and Fuzzy Systems, vol. 34, pp. 1-10, 04 2018.
- J. P. Kincaid, R. P. Fishburne Jr, R. L. Rogers, and B. S. Chissom, "Derivation of new readability formulas
- (automated readability index, fog count and flesch reading ease formula) for navy enlisted personnel," Naval Technical Training Command Millington TN Research Branch, Tech. Rep., 1975.
- R. Senter and E. A. Smith, "Automated readability index," CINCINNATI UNIV OH, Tech. Rep., 1967.
- E. B. Coleman, "Developing a technology of written instruction: Some determiners of the complexity of prose," Verbal learning research and the technology of written instruction, pp. 155-204, 1971.
- I. E. Fang, "The "easy listening formula"," Journal of Broadcasting & Electronic Media, vol. 11, no. 1,
- pp. 63-68, 1966.
- A. Both, A. Perevalov, J. R. Bartsch, P. Heinze, R. Iudin, J. R. Herkner, T. Schrader, J. Wunsch, A. K. Falkenhain, and R. Gurth, "A question answering system for retrieving german covid-19 data driven and quality-controlled by semantic technology," in Joint Proceedings of the Semantics colocated
- events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital
- Twins co-located with SEMANTiCS 2021, ser. CEUR Workshop Proc., vol. 2774, CEUR-WS.org, 2021.
- L. D. Riek, "Wizard of oz studies in hri: a systematic review and new reporting guidelines," Journal of Human-Robot Interaction, vol. 1, no. 1, pp. 119-136, 2012.
- J. Newn, R. Singh, F. Allison, P. Madumal, E. Velloso, and F. Vetere, "Designing interactions with intentionaware gaze-enabled artificial agents," in IFIP Conference on Human-Computer Interaction. Springer, 2019, pp. 255-281
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